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PE
Petals Review
An influential open-source distributed-inference research project that is now effectively abandoned: no commits since September 2024, no releases since 2023, and the public network health endpoint and chat demo no longer work reliably.
by the bestcloudmining editorial desk · review version 1 · prose updated 2026-09-24 · facts as of 2026-09-24 · how we verify
Overview
Petals is a GPU compute marketplace in our compute category, operating since 2022. Facts are unverified as of 2026-09-24 - treat claims accordingly.
What you can rent
BitTorrent-style collaborative LLM inference: run large models by pooling consumer GPUs across the internet; not a rental marketplace, a swarm-inference framework You do not own the underlying hardware unless the provider explicitly says otherwise - with a contract you hold a claim on hashrate or compute for a term, not an asset you can resell.
Contract & terms
Minimum purchase: not documented. Contract term: not documented. Maintenance/fee: not documented. Payouts: not documented. N/A Where a term is not documented, assume it can change and get it in writing before paying.
Proof & verifiability
Proof of hashrate/compute is not documented. None (trust-based peer swarm) A vendor claim is not proof: check for a payout address, a pool worker you can watch, or a hardware attestation before trusting a large contract.
Reliability & history
No verified reputation data yet. Noted concerns: . Facts not fully verified (unverified) as of 2026-09-24 - start with the smallest possible purchase and test a payout before scaling up.
Pricing
Documented pricing: not documented - see the provider site. Payment methods not documented. KYC policy not documented. Compare prices only in the same unit - a per-TH/s-day figure and a per-GPU-hour figure are not the same product.
Verdict
See the facts table above and compare with alternatives. Listed pending verification - start small and confirm a payout before scaling.
++ What works
MIT-licensed, 10.5k stars, a genuinely novel BitTorrent-style approach to distributed LLM inference
Historically demonstrated very large models (BLOOM 176B, Llama up to 405B) over consumer GPUs
Free to use and can still be run as a private swarm on your own hardware
-- What to watch
Effectively abandoned: last commit 2024-09-07, last release v2.2.0 on 2023-09-06
Public network health endpoint (health.petals.dev) times out; the chat demo reports 'out of capacity'
No maintenance response: the open issue 'Is this project dead?' (2026-09-04) has zero replies
No verification, no SLA and no economic model - unsuitable for any production workload
Pricing reality check
Documented price
see provider site
Notes
No pricing: Petals is a free volunteer/community GPU swarm, not a paid service. The project's own health endpoint (health.petals.dev) that lists available models timed out on 2026-09-24, and the chat demo reports the network is out of capacity.
A rental of hashrate or compute. You do not own the hardware unless stated - the contract is the asset.
What is the total cost including fees?
Documented pricing: not documented - see the provider site. Fees: not documented - factor maintenance into any comparison.
Is there a minimum or a trial?
No minimum is documented - confirm with the provider.
How do payouts work?
Payout schedule is not documented.
Is it legit and verifiable?
Proof of hashrate/compute is not documented.
What happens if it shuts down?
In a contract you own no hardware, so if the operator disappears the contract is likely worthless - the pattern behind several documented collapses in our Scam Watch.
Should I use Petals or just buy the coin or hardware?
If you cannot verify a payout and a clear term, buying the coin or owning a miner leaves you in control - run the numbers with our mining calculator first.
// The meta-review: what the internet says about Petals
We do not expect you to trust us. This review is a meta-review: below you see what other review sites claim, what users report on Reddit, forums and complaint boards, and who actually operates Petals. Every claim links to its source so you can verify it yourself. Our verdict forms from these sources plus our own fact checks - not the other way around.
// What other reviewers say (0)
Heads-up: most cloud mining "reviews" are affiliate content. We mark our reliability judgement on every source and include critical voices deliberately.
No third-party reviews with usable evidence found yet. In this niche that is itself a signal - most "review" sites are paid placements.
// What users say (1)
Reddit, forums, complaint boards. Anecdotes, not proof - but payout complaints and host-reliability patterns are the best early-warning system this market has.
Open issue (0 comments, still untouched): 'it seems that no info is found over inet, and the demo bot fails, and there is no recent changes... what is the current status'. A related open issue reports 'Request failed at https://chat.petals.dev/'. No maintainer response as of 2026-09-24.
// Who is behind Petals?
Cloud mining ownership is often deliberately opaque. This is what we could verify - with sources. Confidence: medium (checked 2026-09-24).
Operator
Petals (BigScience workshop research project)
Registered in
International research collective (BigScience workshop, Hugging Face ecosystem)
Other sites run by the same operator/network:
Petals
learningathome/petals
Petals is an open-source research project associated with the BigScience workshop (the site states 'This project is a part of the BigScience research workshop'). The GitHub repository lives under the bigscience-workshop organisation and is MIT-licensed. There is no company, foundation or legal entity behind it and no token.
Every external source used on this page, with the date we fetched it. Methodology: how we verify. Sources disappear or change - if a link is dead, tell us via contact.
A network of subnets producing digital commodities and paid in TAO - not a GPU-rental market; buyers rent compute indirectly via subnet apps such as Chutes (subnet 64).
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