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<meta property="og:description" content="Measured Igneum hash rates per GPU: card, generator version, best MH/s, MH per watt where measured, miner version, date and the log entry each number came from.">
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<a href="/" class="logo" aria-label="Igneum home">
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<svg class="brand-mark" viewBox="0 0 1024 1024" aria-hidden="true"><rect width="1024" height="1024" rx="160" fill="#0C0C0E"></rect><g transform="translate(166.95 166.95) scale(6.901)"><polygon points="50,4 74,34 67,58 80,54 61,96 39,96 20,54 33,58 26,34" fill="#F2541B"></polygon><polygon points="50,42 59,58 50,82 41,58" fill="#0C0C0E"></polygon></g></svg>
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<span class="word">IGNEUM</span>
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<span class="devnet" id="nav-devnet" title="igneum-devnet-3, chain id 4463. Coins have no value. The chain may reset."><span class="dot off" id="foot-dot"></span><span id="foot-state">devnet</span></span>
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<div class="nav-groups" id="nav-groups" role="list">
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<div class="nav-group" role="listitem"><button type="button" class="group-btn" id="nav-btn-mine" data-group="mine" data-active aria-expanded="false" aria-controls="nav-panel-mine" aria-haspopup="true">Mine<svg class="icon" viewBox="0 0 24 24" aria-hidden="true"><path d="m7 10 5 5 5-5"/></svg></button></div>
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<div class="panels" id="nav-panels">
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<div class="panel-wrap container">
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<div class="nav-panel" id="nav-panel-mine" data-group="mine" role="region" aria-labelledby="nav-btn-mine" hidden>
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<div class="panel-list">
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<a href="/miner" data-nav="miner"><b>Ember, the miner</b><span>One click installs the node, the miner and the prover.</span></a>
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<a href="/download" data-nav="download"><b>Download</b><span>Windows, macOS, Linux and HiveOS.</span></a>
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<a href="/app" data-nav="app"><b>The app</b><span>What you see while the card mines.</span></a>
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<a href="/wallet" data-nav="wallet"><b>The wallet</b><span>Your coins. Final means final.</span></a>
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<a href="/miners" data-nav="miners" aria-current="page"><b>GPU bench table</b><span>Measured rates, card by card.</span></a>
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<a href="/dev-fee" data-nav="dev-fee"><b>The dev fee</b><span>The optional one, in full view, off with one flag.</span></a>
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<a href="/faucet" data-nav="faucet"><b>Testnet faucet</b><span>Test coin for an address, once a day.</span></a>
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<a href="/metamask" data-nav="metamask"><b>Add to MetaMask</b><span>Igneum as a network in your wallet.</span></a>
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</div>
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</div>
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<div class="panel-list">
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<a href="/live" data-nav="live"><b>Live devnet</b><span>The chain as it grows, one lane per miner.</span></a>
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<a href="/explorer" data-nav="explorer"><b>Explorer</b><span>Look a block or an address up.</span></a>
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<a href="/journey" data-nav="journey"><b>The journey</b><span>Six phases, four gates, the log behind them.</span></a>
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<a href="/bench" data-nav="bench"><b>Engineering log</b><span>Every measurement, with the commands that made it.</span></a>
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<a href="/evidence" data-nav="evidence"><b>Evidence</b><span>Every claim and how far it is tested.</span></a>
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</div>
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</div>
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<div class="nav-panel" id="nav-panel-learn" data-group="learn" role="region" aria-labelledby="nav-btn-learn" hidden>
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<div class="panel-list">
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<a href="/litepaper" data-nav="litepaper"><b>Litepaper</b><span>The design, as published.</span></a>
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<a href="/income" data-nav="income"><b>Income per tier</b><span>IGN a day per card at three network sizes, and the electricity.</span></a>
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<a href="/ledger" data-nav="ledger"><b>Ledger</b><span>Every criticism, answered or conceded.</span></a>
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<a href="/claims" data-nav="claims"><b>What Igneum does not claim</b><span>The limits, stated first.</span></a>
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<a href="/randomx" data-nav="randomx"><b>Igneum vs RandomX</b><span>What was kept and what was rebuilt for GPUs.</span></a>
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<a href="/provenance" data-nav="provenance"><b>Built on the shoulders</b><span>Every borrowed part, credited.</span></a>
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</div>
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<div class="sheet-scroll">
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<div class="sheet-group"><div class="sheet-head">Mine</div>
|
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<a href="/miner" data-nav="miner"><b>Ember, the miner</b><span>One click installs the node, the miner and the prover.</span></a>
|
|
<a href="/download" data-nav="download"><b>Download</b><span>Windows, macOS, Linux and HiveOS.</span></a>
|
|
<a href="/app" data-nav="app"><b>The app</b><span>What you see while the card mines.</span></a>
|
|
<a href="/wallet" data-nav="wallet"><b>The wallet</b><span>Your coins. Final means final.</span></a>
|
|
<a href="/miners" data-nav="miners" aria-current="page"><b>GPU bench table</b><span>Measured rates, card by card.</span></a>
|
|
<a href="/dev-fee" data-nav="dev-fee"><b>The dev fee</b><span>The optional one, in full view, off with one flag.</span></a>
|
|
<a href="/faucet" data-nav="faucet"><b>Testnet faucet</b><span>Test coin for an address, once a day.</span></a>
|
|
<a href="/metamask" data-nav="metamask"><b>Add to MetaMask</b><span>Igneum as a network in your wallet.</span></a>
|
|
</div>
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<div class="sheet-group"><div class="sheet-head">Network</div>
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<a href="/live" data-nav="live"><b>Live devnet</b><span>The chain as it grows, one lane per miner.</span></a>
|
|
<a href="/explorer" data-nav="explorer"><b>Explorer</b><span>Look a block or an address up.</span></a>
|
|
<a href="/journey" data-nav="journey"><b>The journey</b><span>Six phases, four gates, the log behind them.</span></a>
|
|
<a href="/bench" data-nav="bench"><b>Engineering log</b><span>Every measurement, with the commands that made it.</span></a>
|
|
<a href="/evidence" data-nav="evidence"><b>Evidence</b><span>Every claim and how far it is tested.</span></a>
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</div>
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<div class="sheet-group"><div class="sheet-head">Learn</div>
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<a href="/litepaper" data-nav="litepaper"><b>Litepaper</b><span>The design, as published.</span></a>
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|
<a href="/income" data-nav="income"><b>Income per tier</b><span>IGN a day per card at three network sizes, and the electricity.</span></a>
|
|
<a href="/ledger" data-nav="ledger"><b>Ledger</b><span>Every criticism, answered or conceded.</span></a>
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<a href="/claims" data-nav="claims"><b>What Igneum does not claim</b><span>The limits, stated first.</span></a>
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<a href="/randomx" data-nav="randomx"><b>Igneum vs RandomX</b><span>What was kept and what was rebuilt for GPUs.</span></a>
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<a href="/provenance" data-nav="provenance"><b>Built on the shoulders</b><span>Every borrowed part, credited.</span></a>
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</div>
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<div class="sheet-foot">
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<a href="/download" class="btn primary big" data-nav="download">Download</a>
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<div class="sheet-social"><a href="https://discord.gg/igneum" target="_blank" rel="noopener">Discord</a><a href="https://git.igneum.network/igneum-network/spec" target="_blank" rel="noopener">Source</a><a href="https://www.reddit.com/user/Igneum_network/" target="_blank" rel="noopener">Reddit</a></div>
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<div class="breadcrumb"><a href="/">Igneum</a><span>/</span><span>GPU bench table</span></div>
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<div class="page-heading"><div><div class="eyebrow"><span class="line"></span>38 measured rows, 0 fleet tuning models</div>
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<h1>GPU bench table</h1>
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<p class="lead">Measured hash rates per card on the Igneum lottery hash, with the generator version, the miner version, the date and the log entry behind each number.</p></div></div>
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</section>
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<section class="section compact"><div class="container">
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<div class="doc-tools"><div class="searchbar"><svg class="icon" viewBox="0 0 24 24" aria-hidden="true"><circle cx="10.5" cy="10.5" r="6.5"/><path d="m16 16 5 5"/></svg><label for="doc-q" class="visually-hidden">Filter the sections</label><input id="doc-q" data-filter-input="miners" placeholder="Filter the sections: a card, a date, a word" autocomplete="off" spellcheck="false"><span class="small" data-filter-count="miners"></span></div></div>
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<div class="docs-layout">
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<nav class="doc-nav" aria-label="Contents"><div class="eyebrow">Contents</div><a href="#table">The table</a><a href="#how">How a row gets here</a><a href="#priors">Fleet tuning priors</a></nav>
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<article class="doc-body" data-filter-list="miners"><section class="doc-section"><style>th .sort{all:unset;cursor:pointer;font:inherit;color:inherit;white-space:nowrap}th .sort::after{content:" \2195";opacity:.45}th[aria-sort="descending"] .sort::after{content:" \2193";opacity:1}th[aria-sort="ascending"] .sort::after{content:" \2191";opacity:1}table.bench{min-width:0;width:100%;table-layout:auto}table.bench tr.row td{border-bottom:0;white-space:normal;overflow-wrap:anywhere}table.bench tr.row td:nth-child(2),table.bench tr.row td:nth-child(3),table.bench tr.row td:nth-child(4),table.bench tr.row td:nth-child(8){white-space:nowrap}table.bench tr.row td:first-child{min-width:150px}table.bench tr.row td:nth-child(5),table.bench tr.row td:nth-child(6){white-space:nowrap}table.bench tr.row td:nth-child(7){white-space:nowrap}table.bench tr.detail td{font-size:13px;color:var(--ash);padding-top:0;overflow-wrap:anywhere;white-space:normal}table.bench tr.detail td b{color:var(--ink-2);font-weight:600}details.earlier{margin:var(--s-4) 0}details.earlier summary{cursor:pointer;color:var(--bone)}</style>
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</section>
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<section class="doc-section"><h2 id="table">The table</h2>
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<p>One row per card on the current class: the class v4 program (the latency-shadow block over the class v3 hash), or a class v3 row re-measured with its class v4 cost on 6 October 2026 or later. Click a column header to sort; the table opens by MH per watt. Integrated GPUs are not listed. The earlier classes sit below, collapsed.</p>
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<p><strong>Why the rate fell from the first bench to today.</strong> The genesis program did 104 dependent random 4-byte loads per hash over a 1 GiB dataset; the hourly program and class v3 do 128, with the mixer between them; class v4 adds about 100,000 integer operations per hash that ride in the memory wait. So the hash is bound by random-read bandwidth by design, and a card's MH/s is a relative number: the difficulty follows it, and the same card earns the same share of blocks at 136 MH/s on class v3 as it did at 228 MH/s on the genesis program. What a miner compares is hash per watt, and what the chain cares about is the chip edge, which the shadow work is there to cut.</p>
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<div class="tbl"><table class="sortable bench" id="bench-current"><thead><tr><th data-key="card" data-type="text" aria-sort="none"><button type="button" class="sort">Card</button></th><th data-key="mh_s" data-type="num" aria-sort="none"><button type="button" class="sort">MH/s</button></th><th data-key="watts" data-type="num" aria-sort="none"><button type="button" class="sort">W</button></th><th data-key="mh_per_w" data-type="num" aria-sort="descending"><button type="button" class="sort">MH/W</button></th><th data-key="v4_cost_short" data-type="text" aria-sort="none"><button type="button" class="sort">v4 cost</button></th><th data-key="tuned_short" data-type="text" aria-sort="none"><button type="button" class="sort">Tuned</button></th><th data-key="hive_short" data-type="text" aria-sort="none"><button type="button" class="sort">Hive core / mem / PL</button></th><th data-key="date" data-type="text" aria-sort="none"><button type="button" class="sort">Date</button></th><th data-key="by" data-type="text" aria-sort="none"><button type="button" class="sort">Who</button></th></tr></thead><tbody><tr class="row"><td data-v="Apple M5 Max (40 GPU cores, Metal)"><span class="cardname"><div class="badge mini apple" data-mark="apple" title="Apple"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="currentColor"><path d="M16.4 12.6c0-2.5 2-3.6 2.1-3.7-1.2-1.7-3-1.9-3.6-2-1.5-.2-3 .9-3.8.9-.8 0-2-.9-3.3-.8-1.7 0-3.2 1-4.1 2.5-1.8 3-.5 7.6 1.3 10.1.9 1.2 1.9 2.6 3.2 2.5 1.3 0 1.8-.8 3.3-.8 1.6 0 2 .8 3.3.8 1.4 0 2.3-1.2 3.1-2.5 1-1.4 1.4-2.8 1.4-2.9 0 0-2.7-1-2.9-4.1zM13.9 5.3c.7-.8 1.2-2 1-3.2-1 0-2.2.7-2.9 1.5-.6.7-1.2 1.9-1 3 1.1.1 2.2-.5 2.9-1.3z"/></svg></div>Apple M5 Max (40 GPU cores, Metal)</span></td><td data-v="27">27</td><td data-v="21">21</td><td data-v="1.29">1.29</td><td data-v="+16 W">+16 W</td><td data-v="no lever">no lever</td><td data-v="z stock">stock</td><td data-v="2026-10-06">2026-10-06</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> +16 W for 1.5 percent of rate at 102,100 ops per hash, measured 6 October 2026 · <b>Tuned:</b> no lever on Apple silicon (no clock or power control exposed); stock · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> igneum-miner Metal worker, class v3 program (macOS, Metal) · <b>Source:</b> Counter ASIC 3.0 status: item 8, the Apple M5 Max rows (IOReport GPU and DRAM watts) · <b>Note:</b> GPU plus DRAM watts, not wall</td></tr><tr class="row"><td data-v="NVIDIA H200 SXM (141 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA H200 SXM (141 GB)</span></td><td data-v="313.04">313</td><td data-v="432.9">432.9</td><td data-v="0.723">0.723</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA H100 SXM (80 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA H100 SXM (80 GB)</span></td><td data-v="248.7">248.7</td><td data-v="385.6">385.6</td><td data-v="0.645">0.645</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> igneum-worker-cuda bench (Linux), class v3 control (NVIDIA driver 580.126.09, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep, a rented card) · <b>Note:</b> 424.0 W maximum; 98 percent of its random-read ceiling like the 5090; 1.78x the 5090's hash at 1.15x the tuned 5090's hash per watt and a third of the hash per rented dollar</td></tr><tr class="row"><td data-v="NVIDIA RTX 5090 (32 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5090 (32 GB)</span></td><td data-v="127.71">127.7</td><td data-v="226.8">226.8</td><td data-v="0.563">0.563</td><td data-v="not measured">not measured</td><td data-v="Ember Tune">Ember Tune</td><td data-v="a 1854">1,854 / 13,801 / 460 W</td><td data-v="2026-10-06">2026-10-06</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured at this tune point (the Ember run was on the class v3 program); the unlocked and locked rows above carry the measured premium · <b>Tuned:</b> full Ember Tune: 1,854 MHz core lock at the 100 percent cap · <b>Hive flight sheet:</b> core lock 1,854 MHz, mem 13,801 MHz, PL 460 W (measured 6 October 2026 (Ember run 6: the clock lock 1,854 MHz, the memory clock as read, the limit 460 W of 575 as the cap did not bind)) · <b>Miner:</b> Igneum Miner 0.3.13 + Ember Tune kit 6 (mining, class v3 program) (NVIDIA driver, Windows 11) · <b>Source:</b> bench log: 6 October 2026, 16:01Z, Ember run 6 (ember-tune-pc1-6) · <b>Note:</b> against 127.9 MH/s at 311.0 W untuned (0.411 MH/W): 84 W saved for 0.15 percent of rate; the ladder's floor, not yet its optimum</td></tr><tr class="row"><td data-v="NVIDIA RTX 5070 Ti (16 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5070 Ti (16 GB)</span></td><td data-v="78.43">78.4</td><td data-v="145.6">145.6</td><td data-v="0.539">0.539</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA A100 SXM (80 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA A100 SXM (80 GB)</span></td><td data-v="138.39">138.4</td><td data-v="266.3">266.3</td><td data-v="0.52">0.52</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA A100 PCIe (80 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA A100 PCIe (80 GB)</span></td><td data-v="154.97">155</td><td data-v="299.6">299.6</td><td data-v="0.517">0.517</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX 5070 (12 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5070 (12 GB)</span></td><td data-v="52.01">52</td><td data-v="102.8">102.8</td><td data-v="0.506">0.506</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX 5080 (16 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5080 (16 GB)</span></td><td data-v="71.16">71.2</td><td data-v="143.4">143.4</td><td data-v="0.496">0.496</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580.65.06, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04) · <b>Note:</b> 148.6 W maximum; the team's own 5080 on a dock reads 60 MH/s warming and gets its full Ember Tune on 7 October</td></tr><tr class="row"><td data-v="NVIDIA B200 (180 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA B200 (180 GB)</span></td><td data-v="416.35">416.4</td><td data-v="855.6">855.6</td><td data-v="0.487">0.487</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX PRO 6000 Blackwell (96 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX PRO 6000 Blackwell (96 GB)</span></td><td data-v="130.49">130.5</td><td data-v="288.7">288.7</td><td data-v="0.452">0.452</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX 5090 (32 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5090 (32 GB)</span></td><td data-v="134.98">135</td><td data-v="316.3">316.3</td><td data-v="0.427">0.427</td><td data-v="+88.3 W">+88.3 W</td><td data-v="core lock 1,400 MHz">core lock 1,400 MHz</td><td data-v="a 1400">1,400 / 13,801 / 575 W</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> +88.3 W at this lock for +0.23 percent of rate, measured 7 October 2026 · <b>Tuned:</b> core lock 1,400 MHz (the efficiency pass's grid floor), memory 13,801 MHz, the driver's power limit untouched · <b>Hive flight sheet:</b> core lock 1,400 MHz, mem 13,801 MHz, PL 575 W (measured 7 October 2026 (the class v4 efficiency pass: the 1,400 MHz lock, the memory clock as read, the limit as the driver's default since the lock alone set the draw; the knee below 1,400 is the second pass's)) · <b>Miner:</b> igneum-worker-cuda bench (installed worker 0.3.20), class v4 program v4-devnet-epoch0 (NVIDIA driver 617.14, Windows 11) · <b>Source:</b> Counter ASIC 3.0 status: the class v4 efficiency pass (the efficiency pass job of 7 October 2026, 18:40 to 19:16 UTC, on the team's Windows desk machine, the core locked through the installed app's Power Helper task, no prompt) · <b>Note:</b> the v3 control at the same lock 134.68 MH/s at 228.0 W (0.591 MH/W); recovered 159.2 W for 1.36 percent of rate against the unlocked class v4 point; the best MH per watt on the grid, so the knee is below 1,400 MHz</td></tr><tr class="row"><td data-v="NVIDIA RTX 5060 (8 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5060 (8 GB)</span></td><td data-v="31.27">31.3</td><td data-v="75.4">75.4</td><td data-v="0.415">0.415</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX 5090 (32 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5090 (32 GB)</span></td><td data-v="136.1">136.1</td><td data-v="350">350</td><td data-v="0.389">0.389</td><td data-v="+145.3 W">+145.3 W</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-06">2026-10-06</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> +145.3 W at the unlocked core (475.5 against 330.2 W) for +0.18 percent of rate; +88.3 W at the 1,400 MHz lock (316.3 against 228.0 W) for +0.23 percent; measured 7 October 2026 (the class v4 efficiency pass on the team's Windows desk machine, 60 s steps, every fingerprint matched) · <b>Tuned:</b> stock, bench only (unlocked core) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> igneum-worker-cuda bench, class v3 program (mx8-devnet-epoch0) (NVIDIA driver, Windows 11) · <b>Source:</b> bench log: 6 October 2026, Counter ASIC 3.0 item 8, the 5090 rows (the control row) · <b>Note:</b> the control, unlocked; the 6 October +80 W reading was at the app's tuned cap; the rate is memory-bound from 2,850 to 1,400 MHz (136.8 to 135.0 MH/s), the best MH per watt at the lowest lock on the grid, so the knee is below 1,400 MHz (the second pass runs to the driver's floor)</td></tr><tr class="row"><td data-v="NVIDIA RTX 4070 (12 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 4070 (12 GB)</span></td><td data-v="30.95">31</td><td data-v="79.5">79.5</td><td data-v="0.389">0.389</td><td data-v="+30 W">+30 W</td><td data-v="Ember Tune">Ember Tune</td><td data-v="a 1863">1,863 / 10,251 / 100 W</td><td data-v="2026-10-06">2026-10-06</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> +30 W (79 to 109 W) for +0.4 percent of rate at 102,100 ops per hash, measured 6 October 2026 · <b>Tuned:</b> full Ember Tune: 1,860 MHz core lock, 160 W cap (Ember run 6: 1,863 MHz at the 50 percent cap, 75.6 W) · <b>Hive flight sheet:</b> core lock 1,863 MHz, mem 10,251 MHz, PL 100 W (measured 6 October 2026 (Ember run 6: 1,863 MHz at the 50 percent cap of 200 W, 75.6 W drawn; the item 8 rows at 1,860 MHz and 160 W)) · <b>Miner:</b> igneum-worker-cuda bench (installed worker), class v3 control (NVIDIA driver, Windows 11) · <b>Source:</b> Counter ASIC 3.0 status: item 8, the RTX 4070 rows (job run-ca3-pc1-4070-shadow-20261006) · <b>Note:</b> 79.3 to 79.8 W at the tune point; 28.78 MH/s at 75.6 W (0.381) in Ember run 6 mining</td></tr><tr class="row"><td data-v="NVIDIA RTX 5090 (32 GB), fleet"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5090 (32 GB), fleet</span></td><td data-v="100.6">100.6</td><td data-v="308">308</td><td data-v="0.327">0.327</td><td data-v="not measured">not measured</td><td data-v="stock, mining">stock, mining</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="reported by the fleet">reported, fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, mining · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-miner, class v4 program (NVIDIA driver, Ubuntu 24.04) · <b>Source:</b> the fleet's standing voter (status line, 7 October 2026) · <b>Note:</b> a standing voter's status beside its prover, 18:00Z; 122 MH/s at 308 W earlier in the day (0.396 MH/W); the team's own 5090 rows above</td></tr><tr class="row"><td data-v="NVIDIA RTX 4070 Ti (12 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 4070 Ti (12 GB)</span></td><td data-v="31.26">31.3</td><td data-v="107.3">107.3</td><td data-v="0.291">0.291</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX 4090 (24 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 4090 (24 GB)</span></td><td data-v="52.25">52.3</td><td data-v="183.1">183.1</td><td data-v="0.285">0.285</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, the RTX 4090 hands row · <b>Note:</b> the hands row: the card mines and proves (17.4 GB peak while proving); the standing 4090 voters read 44.5 to 50.8 MH/s this hour beside their provers</td></tr><tr class="row"><td data-v="NVIDIA RTX 5060 Ti (16 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5060 Ti (16 GB)</span></td><td data-v="30.9">30.9</td><td data-v="114.8">114.8</td><td data-v="0.269">0.269</td><td data-v="0.1 percent rate">0.1 percent rate</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> 0.1 percent of rate, measured 7 October 2026 · <b>Tuned:</b> stock, bench only (180 W default cap, never tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> Igneum Miner 0.3.19 package, prebuilt NVRTC worker (bench mode, class v4 program) (NVIDIA driver, Windows 11) · <b>Source:</b> bench log: 7 October 2026, the first 16 GB card: an RTX 5060 Ti in a Thunderbolt enclosure (run b) · <b>Note:</b> class v4 program, 128 loads per hash, 1 GiB dataset, 10-minute window on the card alone at the stock 180 W limit: 114.8 W mean; PCIe 4.0 x4 through the enclosure</td></tr><tr class="row"><td data-v="NVIDIA RTX 4060 Ti (8 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 4060 Ti (8 GB)</span></td><td data-v="20.1">20.1</td><td data-v="77.5">77.5</td><td data-v="0.259">0.259</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX 3060 Ti (8 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 3060 Ti (8 GB)</span></td><td data-v="33.1">33.1</td><td data-v="129.5">129.5</td><td data-v="0.256">0.256</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX 3090 Ti (24 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 3090 Ti (24 GB)</span></td><td data-v="61.95">62</td><td data-v="249.5">249.5</td><td data-v="0.248">0.248</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580.65.06, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX 3060 (12 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 3060 (12 GB)</span></td><td data-v="26.89">26.9</td><td data-v="111.6">111.6</td><td data-v="0.241">0.241</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580.126.09, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04) · <b>Note:</b> 114.5 W maximum; the Devnet 3 boxes read 23.7 to 25.7 MH/s beside their nodes</td></tr><tr class="row"><td data-v="NVIDIA L40S (48 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA L40S (48 GB)</span></td><td data-v="56.36">56.4</td><td data-v="240.7">240.7</td><td data-v="0.234">0.234</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="NVIDIA RTX 3080 Ti (12 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 3080 Ti (12 GB)</span></td><td data-v="58.95">59</td><td data-v="267.3">267.3</td><td data-v="0.221">0.221</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 580.65.06, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04) · <b>Note:</b> 283.0 W maximum</td></tr><tr class="row"><td data-v="NVIDIA RTX 3070 Ti (8 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 3070 Ti (8 GB)</span></td><td data-v="38.98">39</td><td data-v="178.3">178.3</td><td data-v="0.219">0.219</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the fleet">fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, bench only (rented, not tuned) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-worker-cuda, class v4 program (NVIDIA driver 595.71.05, Ubuntu 24.04) · <b>Source:</b> bench log: 7 October 2026, every rentable card on the hash (the fleet's sweep on rented cards; hive package 0.3.20, Ubuntu 24.04)</td></tr><tr class="row"><td data-v="AMD Radeon RX 9070 XT (16 GB)"><span class="cardname"><div class="badge mini amd" data-mark="amd" title="AMD Radeon"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="currentColor"><path d="M8 3h13v13l-4-4V7h-5z"/><path d="M3 8l4 4v5h5l4 4H3z"/></svg></div>AMD Radeon RX 9070 XT (16 GB)</span></td><td data-v="18.92">18.9</td><td data-v="199">199</td><td data-v="0.095">0.095</td><td data-v="+2 percent rate">+2 percent rate</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-06">2026-10-06</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> +2 percent of rate (19.29 against 18.92 MH/s) at 102,100 ops per hash, watts owed, measured 6 October 2026 · <b>Tuned:</b> stock, bench only (the AMD tune pass runs 7 October: set only if the ADLX tune line reads, else measure-only) · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> igneum-worker-opencl bench (installed worker), class v3 control (Adrenalin 26.9.2, Windows 11) · <b>Source:</b> Counter ASIC 3.0 status: item 8, the RX 9070 XT rows (job run-ca3-pc1-amd-g1-shadow-20261006); watts from the app's telemetry read of 5 October 2026 (the job's ADLX sample parsed 0 rows) · <b>Note:</b> the card sits at 87 to 95 percent of its dependent random-read ceiling (2.42 to 2.68 G loads/s), in a Thunderbolt enclosure; AMD OpenCL 3683.0</td></tr><tr class="row"><td data-v="NVIDIA RTX 3090 (24 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 3090 (24 GB)</span></td><td data-v="50.04">50</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, mining">stock, mining</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="reported by the fleet">reported, fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, mining · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-miner, class v4 program (NVIDIA driver, Ubuntu 24.04) · <b>Source:</b> the fleet's standing voters (status lines, 7 October 2026) · <b>Note:</b> the best of four standing voters this hour (42.2 to 50.0 MH/s) beside their provers; watts not read</td></tr><tr class="row"><td data-v="NVIDIA RTX A5000 (24 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX A5000 (24 GB)</span></td><td data-v="47.64">47.6</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, mining">stock, mining</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="reported by the fleet">reported, fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, mining · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-miner, class v4 program (NVIDIA driver, Ubuntu 24.04) · <b>Source:</b> the fleet's standing voter (status line, 7 October 2026) · <b>Note:</b> a standing voter's status line, 18:00Z; watts not read</td></tr><tr class="row"><td data-v="NVIDIA RTX 3080 (10 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 3080 (10 GB)</span></td><td data-v="43.72">43.7</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, mining">stock, mining</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="reported by the fleet">reported, fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, mining · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-miner, class v4 program (NVIDIA driver, Ubuntu 24.04) · <b>Source:</b> the fleet's standing voter (status line, 7 October 2026) and the sweep's hands row · <b>Note:</b> a standing voter's status line, 18:00Z; the hands row of the sweep reads 40.82 MH/s at 204.9 W; 10 GB, no prover</td></tr><tr class="row"><td data-v="NVIDIA RTX 3070 (8 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 3070 (8 GB)</span></td><td data-v="33.66">33.7</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, mining">stock, mining</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="reported by the fleet">reported, fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured (class v4 program only) · <b>Tuned:</b> stock, mining · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> hive package 0.3.20 igneum-miner, class v4 program (NVIDIA driver, Ubuntu 24.04) · <b>Source:</b> the fleet's 0.3.21 wipe canary (status line, 7 October 2026) · <b>Note:</b> the 0.3.21 wipe canary's status line, 17:07Z, beside its node; watts not read</td></tr><tr class="row"><td data-v="Intel Arc B580 (12 GB)"><span class="cardname"><div class="badge mini intel" data-mark="intel" title="Intel"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round"><path d="M7.4 7.6C4.9 8.8 3.4 10.5 3.4 12.3c0 3.4 4.3 5.9 9.8 5.9 4.5 0 7.6-1.6 7.6-3.9 0-1.4-1.3-2.6-3.5-3.3"/><path d="M11.2 9.6v6.2"/><circle cx="11.2" cy="6.6" r="1.1" fill="currentColor" stroke="none"/></svg></div>Intel Arc B580 (12 GB)</span></td><td data-v="11">11</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="0.1 percent rate">0.1 percent rate</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-07">2026-10-07</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> 0.1 percent of rate, measured 7 October 2026 · <b>Tuned:</b> stock, bench only · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> igneum-worker-opencl bench, class v4 program (Intel driver, Windows 11) · <b>Source:</b> bench log: 7 October 2026, the Intel Arc B580 (eGPU equals slot) · <b>Note:</b> the same rate in the Thunderbolt enclosure and the slot; watts not read on this run</td></tr></tbody></table></div>
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<p>Rows on the current class: 32. Each row names the engineering log entry or the job it came from.</p>
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<p><strong>The Hive flight sheet column.</strong> Where a card has a measured tune point, the column gives the core clock lock, the memory clock and the power limit to copy into a HiveOS flight sheet (core / mem / PL); the line under each row carries the label with the date, the class v4 cost in full, the miner and driver, the source and the note. Stock means no tune point has been measured yet. The Hive package mines at these settings through Hive's own overclock controls; the desktop app's Ember Tune lands on them by itself.</p>
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<details class="earlier"><summary>Earlier classes (the genesis program, the hourly program, class v3 before the shadow): 6 rows, not comparable with the table above</summary>
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<p>These rows are the bench numbers of 3 and 4 October 2026: the genesis program (104 loads per hash), the hourly program and the first class v3 miner. A higher MH/s here is a different hash, not a faster card.</p>
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<div class="tbl"><table class="sortable bench" id="bench-earlier"><thead><tr><th data-key="card" data-type="text" aria-sort="none"><button type="button" class="sort">Card</button></th><th data-key="mh_s" data-type="num" aria-sort="none"><button type="button" class="sort">MH/s</button></th><th data-key="watts" data-type="num" aria-sort="none"><button type="button" class="sort">W</button></th><th data-key="mh_per_w" data-type="num" aria-sort="descending"><button type="button" class="sort">MH/W</button></th><th data-key="v4_cost_short" data-type="text" aria-sort="none"><button type="button" class="sort">v4 cost</button></th><th data-key="tuned_short" data-type="text" aria-sort="none"><button type="button" class="sort">Tuned</button></th><th data-key="hive_short" data-type="text" aria-sort="none"><button type="button" class="sort">Hive core / mem / PL</button></th><th data-key="date" data-type="text" aria-sort="none"><button type="button" class="sort">Date</button></th><th data-key="by" data-type="text" aria-sort="none"><button type="button" class="sort">Who</button></th></tr></thead><tbody><tr class="row"><td data-v="Apple M5 Max (40 GPU cores, Metal)"><span class="cardname"><div class="badge mini apple" data-mark="apple" title="Apple"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="currentColor"><path d="M16.4 12.6c0-2.5 2-3.6 2.1-3.7-1.2-1.7-3-1.9-3.6-2-1.5-.2-3 .9-3.8.9-.8 0-2-.9-3.3-.8-1.7 0-3.2 1-4.1 2.5-1.8 3-.5 7.6 1.3 10.1.9 1.2 1.9 2.6 3.2 2.5 1.3 0 1.8-.8 3.3-.8 1.6 0 2 .8 3.3.8 1.4 0 2.3-1.2 3.1-2.5 1-1.4 1.4-2.8 1.4-2.9 0 0-2.7-1-2.9-4.1zM13.9 5.3c.7-.8 1.2-2 1-3.2-1 0-2.2.7-2.9 1.5-.6.7-1.2 1.9-1 3 1.1.1 2.2-.5 2.9-1.3z"/></svg></div>Apple M5 Max (40 GPU cores, Metal)</span></td><td data-v="45.2">45.2</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-03">2026-10-03</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v1 · <b>Class v4 cost:</b> not measured · <b>Tuned:</b> stock, bench only · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> proto-metal bench (prototype, not mining) · <b>Source:</b> bench log: 3 October 2026, RTX 5090 first run (the Apple row of the same table) · <b>Note:</b> genesis program, 1 GiB dataset</td></tr><tr class="row"><td data-v="Apple M5 Max (40 GPU cores, Metal)"><span class="cardname"><div class="badge mini apple" data-mark="apple" title="Apple"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="currentColor"><path d="M16.4 12.6c0-2.5 2-3.6 2.1-3.7-1.2-1.7-3-1.9-3.6-2-1.5-.2-3 .9-3.8.9-.8 0-2-.9-3.3-.8-1.7 0-3.2 1-4.1 2.5-1.8 3-.5 7.6 1.3 10.1.9 1.2 1.9 2.6 3.2 2.5 1.3 0 1.8-.8 3.3-.8 1.6 0 2 .8 3.3.8 1.4 0 2.3-1.2 3.1-2.5 1-1.4 1.4-2.8 1.4-2.9 0 0-2.7-1-2.9-4.1zM13.9 5.3c.7-.8 1.2-2 1-3.2-1 0-2.2.7-2.9 1.5-.6.7-1.2 1.9-1 3 1.1.1 2.2-.5 2.9-1.3z"/></svg></div>Apple M5 Max (40 GPU cores, Metal)</span></td><td data-v="26.7">26.7</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, mining">stock, mining</td><td data-v="z stock">stock</td><td data-v="2026-10-04">2026-10-04</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured · <b>Tuned:</b> stock, mining · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> igneum-miner devnet v4, Metal worker with prepare · <b>Source:</b> bench log: 4 October 2026, first hourly program swap on the live devnet: compile-ahead, no pause, two cards · <b>Note:</b> live devnet v4, unbroken through the hour boundary</td></tr><tr class="row"><td data-v="Apple silicon laptop (model not reported)"><span class="cardname"><div class="badge mini apple" data-mark="apple" title="Apple"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="currentColor"><path d="M16.4 12.6c0-2.5 2-3.6 2.1-3.7-1.2-1.7-3-1.9-3.6-2-1.5-.2-3 .9-3.8.9-.8 0-2-.9-3.3-.8-1.7 0-3.2 1-4.1 2.5-1.8 3-.5 7.6 1.3 10.1.9 1.2 1.9 2.6 3.2 2.5 1.3 0 1.8-.8 3.3-.8 1.6 0 2 .8 3.3.8 1.4 0 2.3-1.2 3.1-2.5 1-1.4 1.4-2.8 1.4-2.9 0 0-2.7-1-2.9-4.1zM13.9 5.3c.7-.8 1.2-2 1-3.2-1 0-2.2.7-2.9 1.5-.6.7-1.2 1.9-1 3 1.1.1 2.2-.5 2.9-1.3z"/></svg></div>Apple silicon laptop (model not reported)</span></td><td data-v="24.3">24.3</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, mining">stock, mining</td><td data-v="z stock">stock</td><td data-v="2026-10-04">2026-10-04</td><td data-v="reported by the fleet">reported, fleet</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured · <b>Tuned:</b> stock, mining · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> Igneum Miner 0.3.1 (DMG) · <b>Source:</b> bench log: 4 October 2026, first outside machine on the devnet: an Apple silicon laptop through the Igneum Miner app · <b>Note:</b> 21.0 MH/s average over 7 minutes, 24.3 MH/s at the moment of the report, 33 accepted blocks</td></tr><tr class="row"><td data-v="NVIDIA RTX 5090 (32 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5090 (32 GB)</span></td><td data-v="228.95">229</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-03">2026-10-03</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v1 · <b>Class v4 cost:</b> not measured · <b>Tuned:</b> stock, bench only · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> proto-cuda bench (prototype, not mining) · <b>Source:</b> bench log: 3 October 2026, RTX 5090, memory-hard dataset (pack igneum-genesis-mh) · <b>Note:</b> genesis program, 104 loads per hash, 1 GiB dataset</td></tr><tr class="row"><td data-v="NVIDIA RTX 5090 (32 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5090 (32 GB)</span></td><td data-v="185.3">185.3</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, bench">stock, bench</td><td data-v="z stock">stock</td><td data-v="2026-10-03">2026-10-03</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v1 · <b>Class v4 cost:</b> not measured · <b>Tuned:</b> stock, bench only · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> proto-cuda bench (prototype, not mining) · <b>Source:</b> bench log: 3 October 2026, RTX 5090 first run, dataset sweep and second program · <b>Note:</b> hourly program, 128 loads per hash, 1 GiB dataset</td></tr><tr class="row"><td data-v="NVIDIA RTX 5090 (32 GB)"><span class="cardname"><div class="badge mini nvidia" data-mark="nvidia" title="NVIDIA"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.8" stroke-linecap="round" stroke-linejoin="round"><path d="M2.6 12C5 7.9 8.3 5.8 12 5.8s7 2.1 9.4 6.2c-2.4 4.1-5.7 6.2-9.4 6.2S5 16.1 2.6 12z"/><path d="M15.6 12A3.6 3.6 0 1 0 12 15.6"/><circle cx="12" cy="12" r="1.2" fill="currentColor" stroke="none"/></svg></div>NVIDIA RTX 5090 (32 GB)</span></td><td data-v="124.2">124.2</td><td data-v="-1">not read</td><td data-v="-1">not measured</td><td data-v="not measured">not measured</td><td data-v="stock, mining">stock, mining</td><td data-v="z stock">stock</td><td data-v="2026-10-04">2026-10-04</td><td data-v="measured by the team">team</td></tr><tr class="detail"><td colspan="9"><b>Generator:</b> v2 · <b>Class v4 cost:</b> not measured · <b>Tuned:</b> stock, mining · <b>Hive flight sheet:</b> stock (no measured tune point; the 5080 and 9070 XT passes and the class v4 efficiency pass land theirs when read) · <b>Miner:</b> Igneum Miner 0.3.0 package, prebuilt NVRTC worker · <b>Source:</b> bench log: 4 October 2026, the gfx1036 worker fault and what the Apple M5 Max could and could not reproduce · <b>Note:</b> live devnet v4, 128 loads per hash, CPU re-check clean, 0 rejected</td></tr></tbody></table></div>
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</details>
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</section>
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<section class="doc-section"><h2 id="how">How a row gets here</h2>
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<p>Every row names the engineering log entry or the job it came from. "Measured by the team" means our own hardware and our own log. "Reported by the fleet" or "measured by the fleet" means a machine we rent or do not own, read from the status lines its miner uploads or from a bench run on it.</p>
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<p>MH per watt needs the card's power draw during the run. The app reads it on NVIDIA cards through the driver. Rows get the figure when a run records it. The class v4 cost column is what the latency-shadow work costs that card against the class v3 control, in watts and rate, where it was measured. The tuned column is the card's state at the row: a full Ember Tune names its point; stock means the card as it came, bench only or mining.</p>
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<p>There is no other Igneum miner to compare with yet, so this table compares cards, not miners. The app that produces these rows: <a href="/miner">the miner page</a>.</p>
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<script>
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(function(){
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// header sort on the bench tables: a click sorts by that column (numbers by value, text by locale), a second click flips it;
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// each data row carries its detail row with it
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document.querySelectorAll('table.sortable').forEach(function(t){
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var ths=t.querySelectorAll('th'),tb=t.querySelector('tbody');
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ths.forEach(function(th,i){th.querySelector('button').addEventListener('click',function(){
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var cur=th.getAttribute('aria-sort'),dir=cur==='descending'?'ascending':'descending',num=th.getAttribute('data-type')==='num';
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ths.forEach(function(o){o.setAttribute('aria-sort','none');});th.setAttribute('aria-sort',dir);
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var rows=Array.prototype.slice.call(tb.querySelectorAll('tr.row'));
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var pairs=rows.map(function(r){return [r, r.nextElementSibling && r.nextElementSibling.classList.contains('detail') ? r.nextElementSibling : null];});
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pairs.sort(function(a,b){var x=a[0].children[i].getAttribute('data-v'),y=b[0].children[i].getAttribute('data-v');var c=num?(parseFloat(x)-parseFloat(y)):x.localeCompare(y,'en');return dir==='descending'?-c:c;});
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pairs.forEach(function(p){tb.appendChild(p[0]); if(p[1]) tb.appendChild(p[1]);});
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});});
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});
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})();
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</script>
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</section>
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<section class="doc-section"><h2 id="priors">Fleet tuning priors</h2>
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<p>Ember Tune runs on every card the app mines with: the power limit and the core clock are stepped on the live program and the card keeps the point with the best MH per watt within 1% of its top rate. Every finished tune is reported back without anything that identifies the owner, and the fleet's median point per card model, driver major and program class comes back down inside the signed update manifest as the starting point for the next card of that model. A model needs 5 reports before its prior is used.</p>
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<p>No tune reports yet. The first rows appear once five machines with the same card model have reported.</p>
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<h3 id="team">Measured by the team</h3>
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<ul><li><b>NVIDIA GeForce RTX 5090</b> (driver 617, class l128w0, 2026-10-06, job <code>ember-tune-pc1-6</code>): 1854 MHz core cap, power limit 100% (575 W). 84 W saved for 0.15% of rate: 127.71 MH/s at 226.8 W (0.563 MH/W) against 127.9 MH/s at 311 W untuned (0.411 MH/W), 37% more hashes per watt. The chosen clock is the ladder's floor (60% of the maximum), not the optimum; the next cut's ladder goes to 45% and the climb walks on from here.</li><li><b>NVIDIA GeForce RTX 4070</b> (driver 617, class l128w0, 2026-10-06, job <code>ember-tune-pc1-6</code>): 1863 MHz core cap, power limit 50% (100 W). 30 W saved for no rate lost: 28.78 MH/s at 75.6 W (0.381 MH/W) against 28.72 MH/s at 106 W untuned (0.271 MH/W), 41% more hashes per watt. The chosen clock is the ladder's floor (60% of the maximum), not the optimum; the next cut's ladder goes to 45%.</li></ul>
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<p>Rows: 0. Written from the fleet's tune records at build time.</p></section></article>
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</div>
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<p class="gen">Generated from the repository at build time. Times are UTC. Machine names are model names.</p>
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</div></section>
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<div class="footer-dl" aria-label="Download Ember"><a href="/download#windows"><span class="osmark mini" data-os="windows" title="Windows"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="currentColor"><path d="M3 5.6l7.3-1v7.1H3zM11.4 4.4L21 3v8.7h-9.6zM3 12.3h7.3v7.1L3 18.4zM11.4 12.3H21V21l-9.6-1.4z"/></svg></span>Windows</a><a href="/download#mac"><span class="osmark mini" data-os="mac" title="macOS"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="currentColor"><path d="M16.4 12.6c0-2.5 2-3.6 2.1-3.7-1.2-1.7-3-1.9-3.6-2-1.5-.2-3 .9-3.8.9-.8 0-2-.9-3.3-.8-1.7 0-3.2 1-4.1 2.5-1.8 3-.5 7.6 1.3 10.1.9 1.2 1.9 2.6 3.2 2.5 1.3 0 1.8-.8 3.3-.8 1.6 0 2 .8 3.3.8 1.4 0 2.3-1.2 3.1-2.5 1-1.4 1.4-2.8 1.4-2.9 0 0-2.7-1-2.9-4.1zM13.9 5.3c.7-.8 1.2-2 1-3.2-1 0-2.2.7-2.9 1.5-.6.7-1.2 1.9-1 3 1.1.1 2.2-.5 2.9-1.3z"/></svg></span>macOS</a><a href="/download#linux"><span class="osmark mini" data-os="linux" title="Linux"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="currentColor"><path d="M12 2c-2.4 0-4 1.9-4 4.6 0 1.2.2 2 0 2.8-.6 1.4-2.1 2.9-2.6 4.9-.3 1.1-.1 2 .3 2.6-.6.4-1.3 1-1.1 1.7.3 1 2.1 1.2 3.2 1.8.7.4 1.5.6 2.1.1.6.2 1.3.3 2.1.3s1.5-.1 2.1-.3c.6.5 1.4.3 2.1-.1 1.1-.6 2.9-.8 3.2-1.8.2-.7-.5-1.3-1.1-1.7.4-.6.6-1.5.3-2.6-.5-2-2-3.5-2.6-4.9-.2-.8 0-1.6 0-2.8C16 3.9 14.4 2 12 2zm-1.4 4.2c.5 0 .8.5.8 1.2s-.3 1.2-.8 1.2-.8-.5-.8-1.2.3-1.2.8-1.2zm2.8 0c.5 0 .8.5.8 1.2s-.3 1.2-.8 1.2-.8-.5-.8-1.2.3-1.2.8-1.2zM12 9.3c.9 0 1.9.5 1.9 1s-1 1.2-1.9 1.2-1.9-.7-1.9-1.2 1-1 1.9-1zm0 3.4c2.2 0 3.6 2.6 3.6 4.4 0 1.5-1.6 2.3-3.6 2.3s-3.6-.8-3.6-2.3c0-1.8 1.4-4.4 3.6-4.4z"/></svg></span>Linux</a><a href="/download#hive"><span class="osmark mini" data-os="hive" title="HiveOS"><svg viewBox="0 0 24 24" width="22" height="22" aria-hidden="true" focusable="false" fill="none" stroke="currentColor" stroke-width="1.7" stroke-linejoin="round" stroke-linecap="round"><path d="M12 2.6 20.2 7.3v9.4L12 21.4 3.8 16.7V7.3z"/><path d="M12 7.4 16 9.7v4.6L12 16.6 8 14.3V9.7z"/><path d="M12 7.4V2.6M16 9.7l4.2-2.4M16 14.3l4.2 2.4M12 16.6v4.8M8 14.3l-4.2 2.4M8 9.7 3.8 7.3"/></svg></span>HiveOS</a></div>
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<a href="https://git.igneum.network/igneum-network/spec" target="_blank" rel="noopener" class="text-link">Specification and test vectors<svg class="icon" viewBox="0 0 24 24" aria-hidden="true"><path d="M6 18 18 6M6 6h12v12"/></svg></a>
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</div>
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<div class="footer-column"><h4>Run</h4><div>
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<a href="/download">Download Ember</a>
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<a href="/miner">The miner</a>
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<a href="/app">The app</a>
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<a href="/wallet">The wallet</a>
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<a href="/miners">GPU bench table</a>
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<a href="/dev-fee">The dev fee</a>
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<a href="/faucet">Testnet faucet</a>
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<a href="/metamask">Add Igneum to MetaMask</a>
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</div></div>
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<div class="footer-column"><h4>Read</h4><div>
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<a href="/litepaper">Litepaper</a>
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<a href="/evidence">Evidence</a>
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<a href="/bench">Engineering log</a>
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<a href="/ledger">Ledger: every criticism</a>
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<a href="/claims">What Igneum does not claim</a>
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<a href="/randomx">Igneum vs RandomX</a>
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<a href="/provenance">Built on the shoulders</a>
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</div></div>
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<div class="footer-column"><h4>Explore</h4><div>
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<a href="/live">Live devnet</a>
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<a href="/explorer">Explorer</a>
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<a href="/journey">Journey</a>
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<a href="/download">Downloads: devnet build</a>
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<a href="https://discord.gg/igneum" target="_blank" rel="noopener">Community Discord</a>
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<a href="mailto:hello@igneum.network">hello@igneum.network</a>
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<a href="https://git.igneum.network/igneum-network/spec/issues" rel="noopener">An issue on the spec</a>
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</div></div>
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</div>
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<div class="footer-bottom">
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<p>Igneum Labs LTD · Unit IH-00-01-01-OF-01, Level 01, Innovation One, Dubai International Financial Centre. Experimental software. Nothing on this site is an offer to sell anything.<br>Report a flaw by email or by an issue on the spec. Nobody from Igneum will ask for your seed. © 2026 Igneum · not an offer to sell anything</p>
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<div class="theme-group" role="group" aria-label="Theme"><button type="button" data-theme-set="system" aria-pressed="true">System</button><button type="button" data-theme-set="light" aria-pressed="false">Light</button><button type="button" data-theme-set="dark" aria-pressed="false">Dark</button></div>
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</div>
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</div>
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</footer>
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<script>
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(function(){
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// theme control: stores light or dark under igneum-theme; system clears it and follows the OS. The head applied the value before paint.
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var bs=document.querySelectorAll('[data-theme-set]');if(!bs.length)return;
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var media=window.matchMedia('(prefers-color-scheme: light)');
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function stored(){try{var t=localStorage.getItem('igneum-theme');return t==='light'||t==='dark'?t:'system';}catch(e){return 'system';}}
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function apply(){var c=stored();document.documentElement.setAttribute('data-theme',c==='system'?(media.matches?'light':'dark'):c);bs.forEach(function(b){b.setAttribute('aria-pressed',b.getAttribute('data-theme-set')===c?'true':'false');});document.dispatchEvent(new CustomEvent('igneum-theme'));}
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bs.forEach(function(b){b.addEventListener('click',function(){var v=b.getAttribute('data-theme-set');try{if(v==='system')localStorage.removeItem('igneum-theme');else localStorage.setItem('igneum-theme',v);}catch(e){}apply();});});
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if(media.addEventListener)media.addEventListener('change',function(){if(stored()==='system')apply();});
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document.addEventListener('igneum-theme',function(){var c=stored();bs.forEach(function(b){b.setAttribute('aria-pressed',b.getAttribute('data-theme-set')===c?'true':'false');});});
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bs.forEach(function(b){b.setAttribute('aria-pressed',b.getAttribute('data-theme-set')===stored()?'true':'false');});
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// the network state word in the status bar: one read of the observer per page view
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var fs=document.getElementById('foot-state'),fd=document.getElementById('foot-dot');if(fs&&fd){fetch('/api/live?window=30',{cache:'no-store'}).then(function(r){return r.json();}).then(function(d){var on=d&&d.ok&&d.state&&!d.state.stale;fs.textContent=on?'devnet live':'devnet, observer stale';fd.className='dot '+(on?'live':'off');}).catch(function(){fs.textContent='devnet';});}
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})();
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</script>
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