- input
- $2.00
- cached
- $0.20
- output
- $6.00
- Context
- 131Ktokens
- Released
- 2y ago
- Size
- 123Bparameters
Cost/1M tokens
Benchmarks
DeepSWE is the primary coding benchmark where an exact model evaluation exists. Arena leaderboards and other sourced evaluations appear below; missing scores are not zero.
How it ranks
Against its predecessor, similarly priced models and the models ranked around it.
DeepSWE 1.1
Best pass@1 per model · Higher is better
Not evaluated in DeepSWE 1.1
Arena Text
Best Arena rating per model · Higher is better
Arena #274
- 1483
Kimi K3.1 ProSimilar price - 1478
Gemini 3.5 FlashSimilar price - 1466
Grok 4.5Similar price - 1455
GPT-5.1Similar price - 1318gpt-oss-20bNearby rank
- 1317Gemma 3n E4B ITNearby rank
- 1314
Mistral Large 2407 - 1314
Nemotron 3 Nano 30B A3BNearby rank - 1306
Olmo 3 32B ThinkNearby rank
Ahead of 0 of 4 similarly priced models
Arena WebDev
Best Arena rating per model · Higher is better
Not ranked on Arena WebDev yet
Arena Search
Best Arena rating per model · Higher is better
Not ranked on Arena Search yet
Arena Document
Best Arena rating per model · Higher is better
Not ranked on Arena Document yet
Agent Arena
Best IPS score per model · Higher is better
Not ranked on Agent Arena yet
GPQA diamond
Best score per model · Higher is better
#136 of 161
- 94.0%Grok 4.6Similar price
- 92.8%Gemini 3.5 FlashSimilar price
- 92.3%
Qwen3.8 Max (0902)Similar price - 87.6%GPT-5.1Similar price
- 49.2%GPT-4o (2024-08-06)Nearby rank
- 49.1%Qwen2.5 72B InstructNearby rank
- 49.0%Mistral Large 2407
- 48.9%GPT-4.1 NanoNearby rank
- 48.9%GPT-4o (2024-05-13)Nearby rank
Ahead of 0 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#136 of 158
- 100.0%Qwen3.8 Max (0902)Similar price
- 99.2%Grok 4.6Similar price
- 95.6%Gemini 3.5 FlashSimilar price
- 91.4%GPT-5Similar price
- 13.8%
Phi 4Nearby rank - 8.5%
Claude Sonnet 3.5 v2Nearby rank - 8.5%Mistral Large 2407
- 8.1%Qwen2.5 72B InstructNearby rank
- 7.8%
Llama 4 ScoutNearby rank
Ahead of 0 of 4 similarly priced models
Not evaluated in DeepSWE 1.1 as of 2026-09-22. Results are only shown for exact model versions in the official dataset. Official leaderboard.
All published scores
- Arena TextArena #2741314
- default131495% CI 1311 to 1318 · 45,459 votes
- GPQA diamond#136 of 16149.0%
- default49.0%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#136 of 1588.5%
- default8.5%
Source:Epoch AI evaluation
Benchmark compilation: Epoch AI, Capabilities & benchmarking (CC BY attribution). Scores are converted to percentages and model names matched to the Vertical Tabs catalog. Individual evaluations are credited to their original sources. External results may carry separate licences and evaluation configurations; do not interpret scores from different harnesses as directly comparable.
Arena ratings: Arena (lmarena-ai/leaderboard-dataset), licensed CC BY 4.0. Ratings come from pairwise human votes and are only comparable within one leaderboard; the interval is Arena's 95% confidence interval. Model names are matched to the Vertical Tabs catalog.