- Free allowance
- A conference-wide reproduction challenge that pays in GPU credits rather than cash.
- Verdict
- triala time-boxed or one-time trial, not a recurring allowance
- Cost
- free tier
- Identity
- emailno card, no phone
- Binding limit
- write-gatedthe essential gate is scarcity rather than eligibility: the onboarding credit slots were exhausted within days of launch and the remaining allowance was reserved for the organising group, so a new entrant works on their own compute for...
- Evidence
- reported4 sources; a third party said so
- Freshness
- stale on 2026-11-19checked 2026-11-04 (live); stale on 2026-11-19
| Free tier | A conference-wide reproduction challenge that pays in GPU credits rather than cash. Quoted: 'A community challenge on Hugging Face has AI coding agents reproduce claims from every ICML 2026 paper, with $4,000 in GPU credits for the best runs.' The prize split, quoted: 'First place: $2,000', 'Second place: $1,000', 'Two runner-ups: $500 each'. The onboarding credit, quoted: 'The organizers also offered free GPU-credit slots to help people get started, but noted that those slots were fully claimed within days of launch, with remaining credits reserved for existing members of the organizing group. The prizes themselves stay open to everyone.' Window, quoted: 'July 15 to August 2, 2026'. unit none; metered on wall-clock; prize |
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| Price | none stated |
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| Limits | - write-gated (binding) the essential gate is scarcity rather than eligibility: the onboarding credit slots were exhausted within days of launch and the remaining allowance was reserved for the organising group, so a new entrant works on their own compute for a prize that pays in credits. source
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| Identity | email not published |
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| Egress | not published: no egress allowance or overage price on https://howaiworks.ai/blog/icml-2026-agent-reproduction-challenge, read 2026-11-04 |
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| Interface | unknown not published: the page describes a prize challenge on Hugging Face and names no REST API, CLI, SSH or SDK for the credits |
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| Tooling | not stated |
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| Composes with | USD 20 per participant across 750 slots is USD 15,000 of credits distributed before the prizes, which is three times the prize pool: the participation credit was the real award and the prize is a rounding error on it. |
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| Reliability | no reliability event recorded |
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| Notes | Recorded at reported rather than documented on purpose: the amounts come from two third-party write-ups, and the Hugging Face org page confirms only that the programme exists. The organisation's own README could not be reached: the org profile returned 200 with activity only, and the challenge Space returned no extractable text, so the primary page for the numbers was not obtained. The interesting property is that the onboarding credit, not the prize, is where the capacity sits, and it ran out in days, which is the same pattern as the AIcrowd credits and the AIMO pool. |
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| Parsed numbers | |
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