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		<title>The Prover Network Landscape: A Comparative Analysis of Succint and Boundless Networks</title>
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					<description><![CDATA[Abstract 1. Network Snapshot: Scale, Trends, and Centralization At a glance,&#160;Boundless&#160;shows&#160;broader participation and openness, with many small and mid-sized nodes [&#8230;]]]></description>
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<h2 class="wp-block-heading" id="2883">Abstract</h2>



<ul class="wp-block-list">
<li><strong>Network scale.</strong> Both networks have reached a genuinely <strong>scaled</strong> phase for proofs and requests. <strong>Boundless</strong> has created a high-frequency open marketplace that absorbs substantial compute; <strong>Succinct</strong> spans many major protocols with steadily rising proof demand. Net-net, supply and demand are expanding in tandem, with activity and throughput trending up.</li>



<li><strong>Economic models.</strong> <strong>Boundless</strong> uses a <strong>reverse Dutch auction</strong>: the price starts at a minimum (often <strong>0 ETH</strong>), then rises linearly to a cap and stays there until the lock deadline. On beta mainnet today, provers frequently bid <strong>0</strong> on the prove fee and instead compete to <strong>lock</strong> orders — often using <strong>MEV-style</strong> tactics to win first inclusion.<br><strong>Succinct</strong> runs a real-time auction <strong>denominated in $PROVE</strong>: provers bid a per-unit compute price; the lowest bid wins (ties are randomly selected), and each job includes a fixed <strong>base fee</strong>. Provers must <strong>stake $PROVE</strong> to participate; failure to deliver on time is penalized (slashing).</li>



<li><strong>Miner appeal (current earnings).</strong> On <strong>Boundless</strong>, jobs typically pay <strong>near zero</strong> in direct fees; rewards primarily come from leaderboard points redeemable for <strong>$ZKC</strong>. <strong>Succinct</strong> pays out <strong>$PROVE</strong> immediately (base fee + metered compute), which is tradable — so near-term economics are clearer.</li>



<li><strong>Who’s a better fit right now?</strong> If you have <strong>GPU</strong> but limited staking capital, <strong>Boundless</strong> offers low entry barriers and an open network to bank future token rewards. If you can purchase and stake <strong>$PROVE</strong>, <strong>Succinct</strong> offers more <strong>immediate</strong> per-job rewards in $PROVE and can be more lucrative near-term.</li>
</ul>



<h2 class="wp-block-heading" id="b984">1. Network Snapshot: Scale, Trends, and Centralization</h2>



<figure class="wp-block-image"><img decoding="async" src="https://miro.medium.com/v2/resize:fit:980/1*zNKUVGFBGX3TlXBdgpWBCA.png" alt=""/><figcaption class="wp-element-caption"><strong>Table 1</strong>&nbsp;summarizes key scale and participation metrics for&nbsp;<strong>Boundless</strong>&nbsp;and&nbsp;<strong>Succinct</strong>.</figcaption></figure>



<p id="d1c3">At a glance,&nbsp;<strong>Boundless</strong>&nbsp;shows&nbsp;<strong>broader participation and openness</strong>, with many small and mid-sized nodes contributing — implying&nbsp;<strong>greater decentralization</strong>.&nbsp;<strong>Succinct</strong>&nbsp;currently has fewer provers; early compute may concentrate among a smaller set of high-reputation, higher-bid nodes.</p>



<p id="cc89">From a&nbsp;<strong>growth-trend</strong>&nbsp;perspective, as more blockchains and applications integrate with these networks, proof demand should continue to&nbsp;<strong>grow rapidly</strong>, and both&nbsp;<strong>participation</strong>&nbsp;and&nbsp;<strong>throughput</strong>&nbsp;are likely to rise accordingly.</p>



<figure class="wp-block-image"><img decoding="async" src="https://miro.medium.com/v2/resize:fit:1050/1*-QZ9D7c9BqgsyvSn0T8OTA.png" alt=""/><figcaption class="wp-element-caption">Boundless daily orders count trend</figcaption></figure>



<figure class="wp-block-image"><img decoding="async" src="https://miro.medium.com/v2/resize:fit:1050/1*EbfR48qkm-zR1Uvxge7O2Q.png" alt=""/><figcaption class="wp-element-caption">Succinct daily orders count trend</figcaption></figure>



<p id="099d">Boundless’s compute contribution appears&nbsp;<strong>long-tailed</strong>&nbsp;— work is spread across a wider set of miners, limiting any single node’s share. Succinct’s&nbsp;<strong>higher entry bar</strong>&nbsp;makes the network&nbsp;<strong>more concentrated</strong>&nbsp;in the early stage: only nodes with sufficient stake and performance consistently win jobs, favoring “the strong get stronger.” Over time, as more participants acquire and stake&nbsp;<strong>$PROVE</strong>, the number of active provers may rise.</p>



<h2 class="wp-block-heading" id="05a3">2. Economic Models: Auction &amp; Incentive Design</h2>



<p id="e7fe">The two networks differ fundamentally in&nbsp;<strong>pricing</strong>&nbsp;and&nbsp;<strong>incentives</strong>.</p>



<h2 class="wp-block-heading" id="0f1f">Boundless: Reverse Dutch Auction</h2>



<p id="6c86">When a user submits a ZK proof request, Boundless prices the job via a&nbsp;<strong>reverse Dutch auction</strong>:</p>



<ul class="wp-block-list">
<li>The requester specifies a <strong>min/max price</strong> and timing parameters.</li>



<li>The price <strong>starts very low</strong> (often <strong>0</strong>) → <strong>rises linearly</strong> to an upper bound → if no one locks the job by the <strong>lock</strong> deadline, it expires.</li>
</ul>



<figure class="wp-block-image"><img decoding="async" src="https://miro.medium.com/v2/resize:fit:1050/1*XnaEqTjuro_EFvdy293-sw.png" alt=""/><figcaption class="wp-element-caption"><em>Reverse Dutch auction price curve</em></figcaption></figure>



<p id="59c9">Early on, with token incentives and abundant supply, competition pushed most jobs to&nbsp;<strong>clear at 0 fee</strong>&nbsp;— provers did unpaid work to farm token rewards. Boundless has earmarked&nbsp;<strong>5,000,000 $ZKC (0.5% of supply)</strong>&nbsp;for test incentives; in Season 1 and Season 2, weekly pools are&nbsp;<strong>0.1%</strong>. Each prover earns&nbsp;<strong>points</strong>&nbsp;based on total compute cycles, success rate, and speed, then shares the pool&nbsp;<strong>pro-rata</strong>&nbsp;after the event. This&nbsp;<strong>“work now, tokens later”</strong>&nbsp;model encouraged provers to aggressively take jobs and undercut prices, producing a near-free proof market.</p>



<h2 class="wp-block-heading" id="ba01">Succinct: Staked Real-Time Auction</h2>



<p id="b326">Succinct splits job cost into&nbsp;<strong>two parts</strong>:</p>



<ul class="wp-block-list">
<li>A fixed <strong>base fee</strong>; and</li>



<li>A <strong>per-PGU</strong> (proof gas unit) <strong>bid</strong> set by real-time auction. The network assigns the job to the <strong>lowest</strong> qualified bidder (ties randomly broken).</li>
</ul>



<p id="e164"><strong>Total fee = Base Fee + Bid Price per PGU×PGUs consumed</strong></p>



<h2 class="wp-block-heading">Get&nbsp;Computation Frontier’s stories in&nbsp;your&nbsp;inbox</h2>



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<p id="64f1">Provers must&nbsp;<strong>stake $PROVE</strong>&nbsp;to bid. Staking raises the bar and ensures&nbsp;<strong>skin in the game</strong>: if a winner misses the deadline, part of their stake is&nbsp;<strong>slashed</strong>. This “pay-for-work” design creates a closed-loop token economy:&nbsp;<strong>requesters</strong>&nbsp;buy compute in&nbsp;<strong>$PROVE</strong>,&nbsp;<strong>provers</strong>&nbsp;earn&nbsp;<strong>$PROVE</strong>&nbsp;by delivering, and&nbsp;<strong>stakers</strong>&nbsp;support security and share rewards.</p>



<p id="af08"><strong>Bottom line:</strong>&nbsp;<strong>Boundless</strong>&nbsp;maximizes&nbsp;<strong>openness and competitive pressure</strong>&nbsp;— in today’s oversupplied phase, fees compress toward zero and token incentives backfill.&nbsp;<strong>Succinct</strong>&nbsp;balances&nbsp;<strong>incentives and reliability</strong>&nbsp;via staking and immediate payment. Boundless is&nbsp;<strong>deferred-incentive</strong>; Succinct is&nbsp;<strong>immediate-incentive</strong>.</p>



<h2 class="wp-block-heading" id="e4d7">3. Revenue &amp; Cost Analysis</h2>



<h2 class="wp-block-heading" id="2432">3.1 Revenue</h2>



<p id="2729"><strong>Boundless.</strong>&nbsp;Today, mining on Boundless yields&nbsp;<strong>little to no direct ETH</strong>&nbsp;revenue. Intense competition plus extra incentives push most auctions to&nbsp;<strong>0 fee</strong>&nbsp;— i.e., miners earn&nbsp;<strong>almost nothing</strong>&nbsp;per job.<br>The main upside is&nbsp;<strong>leaderboard points</strong>&nbsp;redeemable for&nbsp;<strong>$ZKC</strong>&nbsp;later. A total of&nbsp;<strong>5 million $ZKC (0.5%)</strong>&nbsp;is allocated for test incentives. Your share depends on your&nbsp;<strong>relative</strong>&nbsp;points — computed from&nbsp;<strong>cycles completed</strong>,&nbsp;<strong>success rate</strong>, and&nbsp;<strong>peak throughput</strong>. Strategy-wise, miners should&nbsp;<strong>take more jobs, do more work</strong>, and accumulate cycles — even if a given job pays zero — to maximize their fraction of the final pool. Note the&nbsp;<strong>uncertainty</strong>: $ZKC’s future value is unknown and distribution comes&nbsp;<strong>later</strong>, so current work is a&nbsp;<strong>strategic investment</strong>.</p>



<figure class="wp-block-image"><img decoding="async" src="https://miro.medium.com/v2/resize:fit:1050/1*1SBuzETwPCbFvnmji8BDbw.png" alt=""/><figcaption class="wp-element-caption"><em>Top miners’ per-job fee revenue ≈ 0</em></figcaption></figure>



<p id="f88c"><strong>Succinct.</strong>&nbsp;Each completed proof&nbsp;<strong>immediately</strong>&nbsp;pays&nbsp;<strong>$PROVE</strong>, so there’s&nbsp;<strong>direct cash flow</strong>.</p>



<p id="1e23">Revenue per job = Base Fee + Bid Price per PGU×PGUs</p>



<figure class="wp-block-image"><img decoding="async" src="https://miro.medium.com/v2/resize:fit:1050/1*VV1WGefNYQzpVn_Oqz3-iw.png" alt=""/></figure>



<p id="23c1">Two distinct bidding strategies tend to emerge:</p>



<ol class="wp-block-list">
<li><strong>High-volume, low-margin.</strong> Bid the per-cycle price <strong>very low</strong> (near zero) to increase win rate and effectively <strong>farm base fees</strong> across many <strong>small</strong> jobs.</li>



<li><strong>Fewer, high-margin “big jobs.”</strong> Quote a <strong>higher</strong> unit price for <strong>large</strong> jobs; leverage strong hardware to earn sizable variable fees.</li>
</ol>



<p id="9dd3">In practice, many provers currently&nbsp;<strong>undercut</strong>&nbsp;to secure jobs and at least capture the&nbsp;<strong>base fee</strong>&nbsp;plus small variable fees — behaving like “base-fee farmers.” For&nbsp;<strong>urgent</strong>&nbsp;or&nbsp;<strong>heavy</strong>&nbsp;proofs, requesters often pay&nbsp;<strong>higher</strong>&nbsp;rates to reduce latency, creating upside for high-performance miners. Overall, Succinct miner earnings hinge on&nbsp;<strong>$PROVE’s market price</strong>&nbsp;and&nbsp;<strong>bidding strategy</strong>; because $PROVE is&nbsp;<strong>liquid</strong>, Succinct offers&nbsp;<strong>clearer, near-term</strong>&nbsp;economics.</p>



<h2 class="wp-block-heading" id="81fe">3.2 Participation Costs</h2>



<p id="982c"><strong>Boundless.</strong>&nbsp;Entry is&nbsp;<strong>nearly permissionless</strong>: anyone with suitable hardware (primarily&nbsp;<strong>GPU</strong>) can join — no network-specific token staking required, and thus no stake lockup risk. However, because&nbsp;<strong>auction prices are near zero</strong>, miners must manage&nbsp;<strong>electricity and hardware costs</strong>&nbsp;carefully: at&nbsp;<strong>0 fee</strong>, you’re effectively&nbsp;<strong>mining at a loss</strong>&nbsp;unless expected&nbsp;<strong>$ZKC</strong>&nbsp;value compensates later. The good news: with&nbsp;<strong>no eligibility barriers</strong>, even modest rigs can win small jobs (win rate depends on bidding and competition). In short, Boundless’s main barrier is&nbsp;<strong>hardware capex/Opex</strong>;&nbsp;<strong>economic</strong>&nbsp;and&nbsp;<strong>policy</strong>&nbsp;barriers are low.&nbsp;<em>(Note: things may change at mainnet.)</em></p>



<p id="ed7a"><strong>Succinct.</strong>&nbsp;The bar is&nbsp;<strong>higher</strong>. You must&nbsp;<strong>stake $PROVE</strong>&nbsp;to register as an active prover — tying up capital and bearing&nbsp;<strong>token price risk</strong>. If slashed (e.g., late or failed delivery), you take an immediate loss. Competition is&nbsp;<strong>intense</strong>: performant nodes often bid very low, so weaker hardware or high latency may lead to&nbsp;<strong>few wins</strong>. The network is&nbsp;<strong>more concentrated</strong>&nbsp;early; established operators dominate. Succinct suits&nbsp;<strong>professional</strong>&nbsp;providers with strong engineering and capital, rather than casual miners.</p>



<h2 class="wp-block-heading" id="20d6">4. Conclusion</h2>



<p id="18d8"><strong>Shared direction.</strong>&nbsp;Both Boundless and Succinct aim to turn&nbsp;<strong>“producing and verifying ZK proofs”</strong>&nbsp;from a heavy, in-house operation into&nbsp;<strong>on-demand compute</strong>&nbsp;— like power or bandwidth — matched by market mechanisms. Boundless maximizes&nbsp;<strong>open access</strong>; Succinct embeds&nbsp;<strong>staking + price discovery</strong>&nbsp;for reliable delivery. Different paths, same goal: let applications&nbsp;<strong>pull proof capacity on demand</strong>&nbsp;— as easily as calling an API.</p>



<p id="29ff"><strong>Reliability vs. decentralization.</strong>&nbsp;Openness invites&nbsp;<strong>variance</strong>; constraints raise&nbsp;<strong>entry costs</strong>. Boundless lowers barriers to gain&nbsp;<strong>scale and long-tail participation</strong>, using market penalties/redistribution to curb bad behavior. Succinct front-loads&nbsp;<strong>professionalism and reliability</strong>&nbsp;via staking and slashing —&nbsp;<strong>more concentrated</strong>&nbsp;but&nbsp;<strong>controllable</strong>&nbsp;in the near term. These designs are&nbsp;<strong>not</strong>&nbsp;mutually exclusive: as demand grows and tooling matures, open networks will add&nbsp;<strong>quality signals and reputation</strong>, while staked networks can&nbsp;<strong>decentralize</strong>&nbsp;via pooling and delegation.</p>
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