Ornith-1.0-397B
DeepReinforce AIOpen weightsReasoningReleased Jun 1, 2026
Overall score
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Not enough evidence to rank yet
Context window
256K
256,000 tokens
Price per 1M tokens
— in · — out
No price listed
Blended price
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3:1 input:output tokens
Output speed
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Not measured yet
Category scores
Scores per capability area with the model's rank among ranked models in that category.
- 1Coding61.3
Benchmark results (6)
As reported in system cards, papers and public evaluations. Position compares this model with every other model reporting the same benchmark.
Coding
| SWE-bench Verified | 82.4 | #10 of 98 |
| SWE-bench Pro | 62.2 | #21 of 69 |
| NL2Repo | 48.2 | #13 of 31 |
Agentic & tool use
| Terminal-Bench 2.1 | 77.5 | #33 of 68 |
| Claw-Eval | 77.1 | #3 of 36 |
Multilingual
| SWE Multilingual | 78.9 | #13 of 46 |
Pricing by source
USD per 1M tokens.
| Source | Input | Output | Cached in |
|---|---|---|---|
| List price | — | — | — |
DeepReinforce publishes Ornith 1.0 checkpoints on Hugging Face under the MIT license. No first-party hosted API token price is published, so BenchLM represents local/self-hosted token pricing as free-per-token before infrastructure costs.
Speed
Measured by us through OpenRouter (median of trials).
Not available on OpenRouter, so we cannot measure it yet.