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46Open weightsProvisional score

OLMo 3.1

OLMo 3.1

The only model here where you can read the training data as well as the weights.

Updated

OLMo 3.1 preview

The read

Ai2 publishes everything: weights, the full training corpus, the code, and the intermediate checkpoints from along the run. No other model in this index comes close to that, and for research, auditing, or any deployment that has to answer "what was it trained on", nothing else is a real option. On raw capability it does not compete with the models it sits beside, and it is not pretending to.

Where it shines

  • Genuinely reproducible: data and checkpoints published, not just weights
  • Apache 2.0 throughout, with no downstream conditions
  • The only credible answer when provenance is a hard requirement

Worth knowing first

  • Clearly behind the field on general capability
  • Short context window by current standards

Index score

72.0

Provisional. This score is read from the product's public capability, not from the one-prompt rebuild the fully reviewed entries went through, so treat it as a placing rather than a verdict.

Craft56
Speed78
Control97
Value94
Rank
46 of 53
Builds
LLMs
Category
Open weights
Output
Apache-licensed weights, data, code and checkpoints
Pricing
Free tier
Best for
Research and any deployment that must audit its training data

Scores are our own editorial judgement, weighted craft 55, speed 10, control 15 and value 20.