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What is Pearl (PRL)?

Pearl (PRL) pays miners for the matrix multiplication that runs AI models. We explain the mechanism, the supply schedule, the dispute over whether the work is useful, and the risks.

What is Pearl (PRL): the Pearl logo beside Pearl's concentric cream pearl artwork rising from a perspective grid of matrix tiles, with one winning tile lit in peach

Key takeaways

  • Pearl is a Bitcoin fork with a different mining job: Miners replace Bitcoin's hashing with large matrix multiplications on graphics processing units (GPUs). This design is called proof of useful work because the calculations can also serve an AI model.
  • The protocol proves that work happened, and leaves usefulness to the miner: In a June 2026 study, a miner using random numbers had 44 shares accepted by a mining pool. The network cannot distinguish paid AI work from arithmetic nobody wanted.
  • Supply is capped at 2.1 billion PRL and all of it comes from mining: At block 125,752 on 10 Oct 2026, about 340 million PRL existed, or 16.2% of the cap. Daily issuance is roughly 1.01 million PRL.
  • Early mining was far faster than designed: The first 40,000 blocks were mined in six days, issuing about 121.7 million PRL. Those coins represent 36% of everything mined so far.
  • A planned upgrade would change who can mine: A draft proposal would move mining to the 8-bit number format used by production AI models and approve only two Nvidia chip families. It has no activation date.

Pearl (PRL) is a proof-of-work cryptocurrency mined by multiplying matrices on graphics cards, the same arithmetic used to run AI models. The network launched on 27 Apr 2026. About 340 million of its fixed 2.1 billion PRL supply had been mined by 10 Oct 2026, although an independent study found that most mining produced no AI output.

What is Pearl (PRL) Coin?

Pearl runs a standalone blockchain with its own coin, PRL. It follows Bitcoin's design in every respect except the work miners perform. The core software was forked from Bitcoin software called btcd, btcwallet and neutrino.

Under proof of work, computers spend computing power competing to add the next block of transactions. The winner receives newly issued coins. Bitcoin uses hashing, a guessing game with no other output. Pearl instead uses matrix multiplication, which multiplies large grids of numbers.

Matrix multiplication is the main cost of running AI. The research paper behind Pearl estimates that it accounts for at least 50% of the computing load in neural network training, and often 70 to 80%.

The one-sentence version

Pearl pays PRL for matrix multiplication, allowing a GPU running an AI model to enter the mining lottery with calculations it was already doing.

FeaturePearl (PRL)Bitcoin (BTC)
Mining workMatrix multiplication on GPUsSHA-256 hashing on purpose-built chips
Maximum supply2.1 billion21 million
Target block time194 seconds10 minutes
IssuanceReward falls slightly every blockReward halves about every four years
Difficulty adjustmentEvery blockEvery 2,016 blocks

Pearl's figures come from the original Pearl whitepaper.

Pearl compared with Bitcoin: Pearl's software was forked from btcd, btcwallet and neutrino; Bitcoin miners do SHA-256 hashing on purpose-built chips while Pearl miners do matrix multiplication on GPUs; maximum supply is 21 million BTC against 2.1 billion PRL; target block time is 10 minutes against 194 seconds; Bitcoin's reward halves about every four years while Pearl's shrinks a little every block; difficulty resets every 2,016 blocks on Bitcoin and every block on Pearl

How Pearl's proof of useful work works

Miners choose two matrices and multiply them. The protocol then uses pieces of the answer as lottery tickets for the next block. When the work serves an AI model, those matrices are usually the model's stored weights and the data passing through it. The whitepaper sets out six steps.

  1. Commit: The miner publishes a fingerprint (a hash) of both matrices, tied to the latest block. This prevents old work from being reused or the inputs from being changed later.
  2. Add noise: Random numbers generated from the fingerprint are added to both matrices. Even an easy input, such as a matrix full of zeros, becomes as hard to multiply as any other.
  3. Multiply: The GPU multiplies the two noised matrices. This is the expensive part, using the same operation an AI model would run.
  4. Check the tickets: The output is divided into small blocks called tiles. Each tile wins if its hash falls below the network's target. More arithmetic produces more tickets.
  5. Prove it privately: A winning miner packages the result in a zero-knowledge proof. It confirms that the calculation was performed correctly while keeping model weights and user data hidden.
  6. Remove the noise: Subtracting the noise recovers the true product. The noise's compact mathematical structure makes this step cheap.

The authors describe the additional cost of the mining proof as almost negligible, writing it as "1 + o(1) multiplicative overhead". Their security argument relies on a conjecture, an unproven mathematical assumption that nobody can compute the noised product faster than by performing the full multiplication.

For privacy, Pearl uses Plonky2, a proof system built only on hash functions. Three rounds of compression reduce each block's proof to below 60 kilobytes, according to the whitepaper, within a 65-kilobyte limit. Zcash uses the same family of proofs to conceal payment details and is covered in our Zcash network statistics.

Mining difficulty, or how hard it is to find a block, adjusts after every block. Pearl accepts only Taproot, Bitcoin's newest address format, and its wallets carry a dormant backup key for XMSS, a signature scheme designed to resist quantum computers.

How Pearl's proof of useful work mines a block in six steps: commit by hashing both matrices to the latest block, add noise so every input is equally hard, multiply on the GPU, check the output tiles for one whose hash beats the target, prove it privately with a zero-knowledge proof below 60 KB against a 65 KB limit, then remove the noise to recover the true answer; the paper describes the proof's cost as 1 + o(1) overhead

PRL supply, emissions and launch distribution

Block rewards created every PRL in existence. Each reward is slightly smaller than the last. The whitepaper fixes total supply at 2.1 billion PRL. Cumulative issuance at block t follows the formula 2.1 billion × t ÷ (t + 650,226).

Using the block number displayed on Pearl's block explorer on 10 Oct 2026 produces the following figures.

MeasureFigure at block 125,752
PRL minedAbout 340.3 million
Share of 2.1 billion cap16.2%
Reward per blockAbout 2,268 PRL
Daily issuance at 194-second blocksAbout 1.01 million PRL
Block where half the supply is issued650,226

At the target block pace, half the supply will have been issued around the end of 2029. The first block paid about 3,230 PRL. Rewards have therefore fallen roughly 30% in under six months.

The issuance formula contains no investor or team allocation, so PRL has none of the vesting dates listed on our token unlock calendar. Its launch distribution was nevertheless uneven. The explorer places block 40,000 on 3 May 2026, just six days after launch. At the target interval of 194 seconds, those blocks should have taken about 90 days.

Early miners received about 121.7 million PRL from those blocks, equivalent to 36% of all coins mined to date and 5.8% of the final supply. The whitepaper says difficulty started low to give early miners a fair opportunity and to "ensure the core team has minimal resources needed to support the massive research, development and infrastructure" the project requires. The team has not published its holdings.

PRL supply curve from Pearl's issuance formula: 340.3 million PRL, or 16.2% of the 2.1 billion cap, mined by block 125,752 on 10 Oct 2026, half the supply issued by block 650,226 around the end of 2029; the first 40,000 blocks took six days against about 90 by design and issued 121.7 million PRL, 36% of all coins mined so far; the reward per block fell from about 3,230 to 2,268 PRL with about 1.01 million new PRL a day

Who built Pearl (PRL)

Pearl Research Labs is led by an academic computer scientist, so the project's credibility rests on published research. Together AI's partnership announcement names Omri Weinstein as co-founder and chief executive. He is an associate professor of computer science at the Hebrew University of Jerusalem.

According to his Simons Foundation profile, Weinstein completed his PhD at Princeton in 2015 before joining Columbia University's theoretical computer science group. He co-authored Pearl's founding paper with cryptographer Ilan Komargodski in April 2025.

Komargodski also co-authored Hawkeye with Stanford cryptographer Dan Boneh. That paper shows how an ordinary processor can reproduce a GPU's exact arithmetic. In June 2026, cryptographer Rafael Pass published an economic model of proof of useful work.

When we checked Pearl Research Labs' website on 10 Oct 2026, it listed no investors. The site displays an Nvidia Inception startup program badge. The company also sells AI inference, the process of running a trained model to produce answers, as a commercial service.

Who built Pearl: Omri Weinstein, co-founder and CEO of Pearl Research Labs, associate professor at the Hebrew University of Jerusalem with a 2015 Princeton PhD and a spell in Columbia's theory group; the April 2025 founding paper by Weinstein and Ilan Komargodski, the Hawkeye paper by Komargodski and Stanford's Dan Boneh, and Rafael Pass's June 2026 economic model; Together AI as partner and an NVIDIA Inception badge, with no investors listed on Pearl's site as of 10 Oct 2026

Is Pearl's useful work useful?

The protocol verifies matrix multiplication without checking whether anyone wanted the answer. Its founding paper lets miners choose their own inputs and defines usefulness by whether someone will pay for the result.

Abhinaba Basu examined miners' behaviour in a preprint titled The Usefulness Gap in Proof-of-Useful-Work, published in June 2026.

  • Random inputs were accepted: Basu built a miner that multiplied random matrices without an AI model. A mining pool, whose members share rewards, accepted 44 of its shares.
  • The main mining software ran no AI: His analysis covered 8,012 machines run by the top 15 miners in AlphaPool, a pool with about 21% of the network's mining power. Based on string analysis, the dominant mining program appeared to contain no code for running models.
  • The energy cost was large: He estimated that the network used the equivalent of 320,000 RTX 3090 graphics cards drawing 112 megawatts.
  • GPU rental prices rose: On one marketplace, budget GPU rental prices increased 38% after public mining software became available. Basu attributed 23 percentage points of that increase to Pearl.

Running a real model requires time and memory. Basu estimated that loading one would reduce mining output by 10 to 30%, leaving a miner paid only in PRL better off skipping it.

Pearl's commercial evidence comes from Together AI. On 15 May 2026, the company launched a version of Google's Gemma 4 model running on Pearl's protocol at more than 25% below its usual price. Together AI said the discount is "offset by the future value of crypto emissions" earned by those same GPUs.

Basu describes this as a financial subsidy funded by mining income. Paid AI work runs on Together AI's machines, he argues, while the wider mining network contributes nothing to it. Pearl's whitepaper acknowledges part of that criticism, stating that the network "attracts compute that does not necessarily have useful work".

Pass's model finds that block rewards can provide a rebate on AI prices once enough paid work is mined. The cost of attacking the chain remains tied to the block reward. Reaching that state would require paid AI work to become the cheapest way to mine Pearl.

The usefulness gap in a June 2026 study: a miner using random matrices with no AI model had 44 shares accepted, AlphaPool holds about 21% of the network's mining power and 8,012 of its machines were studied, the main mining program appeared to have no model code, the network was estimated at 320,000 RTX 3090 equivalents drawing 112 MW, and budget GPU rental prices rose 38% with 23 points attributed to Pearl; Pearl's counter-evidence is Together AI's Gemma 4 priced more than 25% below its usual rate

Recent changes to Pearl mining and trading

Changes to Pearl's rules, hardware requirements and trading venues affect who earns PRL.

  • A move to floating-point mining: Pearl launched with whole-number arithmetic. Production AI models increasingly use FP8, an 8-bit number format that exchanges a little precision for speed. A specification published in September 2026 describes mining directly on FP8 multiplications.
  • A narrower hardware list: PIP-3, the proposal to activate that change, approves two Nvidia chip families, Hopper and Blackwell. It remains a draft with no activation block. On 7 Oct 2026, mining pool Kryptex wrote that older consumer cards could not produce valid proofs under the draft as written.
  • Frequent rule changes: A hard fork is an upgrade that every computer on the network must adopt, while a soft fork only tightens the existing rules. A hard fork added support for mixture of experts, a type of AI model, at block 71,935. A soft fork at block 91,630 then rejected mixture-of-experts proofs again. Another soft fork at block 96,251 set a minimum size for the added noise and removed the easier target that larger noise had given miners. A hard fork at block 99,000 changed how the noise is generated. PIP-3 would require another hard fork.
  • A derivatives market in preparation: On 26 Sep 2026, Entropy paid 500 HYPE, Hyperliquid's token, worth about $45,000, for the PRL ticker, according to Lookonchain. Entropy lists markets on Hyperliquid, and the purchase points to a planned PRL perpetual futures market. These contracts track a price without an expiry date. On 10 Oct 2026, Hyperliquid's market data showed the PRL market set up but marked as delisted. Nothing had traded on it. Our Hyperliquid statistics cover the exchange.

In a 10 Oct 2026 report, Chinese-language outlet TechFlow placed Pearl among the most discussed projects at the Token2049 conference. Supporters called it the Bitcoin of AI, while critics cited the usefulness gap.

Pearl Research Labs' direct inference service listed seven open models from Qwen, Z.AI, DeepSeek and Google on its pricing page on 10 Oct 2026. Customers pay in US dollars per unit of text processed, so the service creates no direct demand for PRL.

Pearl's rule changes by block height: launch on 27 Apr 2026, block 40,000 on 3 May 2026, a hard fork adding mixture of experts at 71,935, a soft fork rejecting it again at 91,630, a soft fork setting a minimum noise size at 96,251, a hard fork changing noise generation at 99,000, block 125,752 on 10 Oct 2026, and the PIP-3 hard fork still a draft with no activation block; PIP-3 approves Nvidia Hopper and Blackwell while Kryptex says older consumer cards would be shut out; Entropy paid 500 HYPE, about $45,000, for the PRL ticker on Hyperliquid on 26 Sep 2026 and the market is delisted with no trades

Where PRL trades and what market data shows

A handful of small exchanges list PRL. Its price reflects expectations far more than current use. CoinGecko's Pearl page reported these figures at 09:00 UTC on 10 Oct 2026.

MeasureFigure on 10 Oct 2026
Price$1.40
7-day change+25.0%
All-time high$1.76 (23 Sep 2026)
All-time low$0.1399 (23 Jul 2026)
24-hour trading volume$4.37M
Market capitalisation$478M
Fully diluted valuation$2.95B

Fully diluted valuation multiplies the price by all 2.1 billion PRL that will ever exist. Market capitalisation uses the 340.3 million PRL in circulation, which matches the figure the issuance formula gives.

  • Two venues hold almost all trading: SafeTrade's PRL/USDT pair accounted for 66.8% of reported volume and BigONE's PRL/USDT pair for 32.7%.
  • New supply is large against trading: At that price, daily issuance of about 1.01 million PRL was worth roughly $1.41 million, equal to 32% of the day's trading volume.
  • PRL pays holders nothing: Holders receive no staking rewards for locking up coins. PRL also offers no fee sharing or governance vote. Our crypto project revenue dashboard tracks protocols that earn fees, but PRL has no equivalent income to measure.

The whitepaper describes the coin's store-of-value role as "completely dependent on the expectation of its future adoption as a means of payment".

Because PRL runs on its own blockchain, it has no contract address. Perle, a separate token on Solana, shares its PRL ticker. A PRL pair on a decentralised exchange, including one found through our DEX screener, is therefore a different asset. Check both the project name and ticker on any price list, including our live crypto prices.

PRL market data at 09:00 UTC on 10 Oct 2026: market capitalisation $478 million from 340.3 million PRL in circulation against a fully diluted value of $2.95 billion, price $1.40 and up 25.0% in seven days within an all-time range of $0.1399 on 23 Jul to $1.76 on 23 Sep, 66.8% of $4.37 million daily volume on SafeTrade and 32.7% on BigONE, and a day of new PRL worth $1.41 million or 32% of a day's volume

The risks of holding or mining PRL

PRL is a young coin with heavy issuance, and its main claim remains unproven on its own network. Holders and miners face several ways to lose money.

  • Unproven usefulness: The network measured in June 2026 produced no AI output. Pearl's case for wasting less energy than Bitcoin depends on attracting paid AI work.
  • Concentrated early supply: More than a third of mined PRL was issued at low difficulty within six days. Those coins have no lock-up, allowing their owners to sell at any time.
  • Steady dilution: About 1.01 million new PRL enter the market each day. The price falls unless buyers absorb that supply.
  • Few venues: Two small exchanges handle almost all reported volume, and SafeTrade alone handles two-thirds. A large order can move the price sharply, and withdrawals depend on those exchanges remaining solvent.
  • Rule and hardware changes: Pearl Research Labs writes the upgrades. Miners buying or renting consumer GPUs could find their hardware excluded if PIP-3 activates in its current form.
  • Falling mining income: One widely cited profitability tracker cut its daily revenue estimate for an RTX 5090 from about $33.80 to $17.19 within weeks as more miners joined, Hashrate Index reported in June 2026.
  • Leverage: If PRL perpetual futures become available, positions opened with borrowed funds can lose the entire amount posted as margin, the deposit backing the trade.
Seven risks of holding or mining PRL: unproven usefulness with no AI output in the June 2026 network study, over a third of mined PRL issued in the first six days, about 1.01 million new PRL a day, two exchanges carrying almost all volume, PIP-3 rule changes that could shut out consumer GPUs, RTX 5090 mining income cut from $33.80 to $17.19 a day, and the entire margin at risk on a leveraged futures position

Not investment advice

This article explains market data. Nothing on this page is a recommendation to buy, sell or leverage any asset. Digital assets are volatile and you can lose everything you put in. If you are unsure whether a trade is appropriate for you, a licensed adviser in your jurisdiction is the right next step.

Written by

Alpha Finance Editorial Team

Part of the Alpha Finance research team. Meet the team

Fact checked by

Vince Dioquino

Verifies every figure against primary sources before publication. Meet the team

Questions

What is Pearl (PRL) in simple terms?

Pearl (PRL) is a cryptocurrency mined through matrix multiplication on graphics cards, the calculation that powers AI models. It copies Bitcoin's design, including proof-of-work mining and a fixed supply. According to its whitepaper, the network launched on 27 Apr 2026. The same GPU calculation can serve an AI model while competing for block rewards.

What is the maximum supply of PRL?

PRL's maximum supply is 2.1 billion, or 100 times Bitcoin's 21 million. The whitepaper's issuance formula puts mined supply at about 340 million PRL at block 125,752 on 10 Oct 2026. Half the total is scheduled to be issued by block 650,226.

Was Pearl (PRL) a fair launch?

The issuance formula allocates nothing to founders or investors. All PRL is mined, but low starting difficulty made the launch uneven. Miners produced the first 40,000 blocks in six days and received about 121.7 million PRL. The whitepaper says funding the core team was part of the reason for setting difficulty low.

Is Pearl mining useful AI work?

Most mining has not been. A June 2026 study found no AI models in the dominant mining software and showed that random-number calculations were accepted. Useful work is allowed but not required. Its share of mining depends on how many miners also serve paying AI customers.

Does PRL have a contract address?

No. Pearl's PRL is the native coin of its own blockchain, with addresses beginning "prl1". Tokens using the PRL name or ticker on Solana, Base or other networks are unrelated to Pearl Research Labs' coin.