- input
- $0.50
- cached
- $0.35
- output
- $2.15
- Context
- 164Ktokens
- Released
- 1y ago
- Size
- 685Bparameters
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 #134
- 1455
Gemini 3.5 Flash LiteSimilar price - 1422
Claude Haiku 5.5Nearby rank - 1422
Qwen3 235B A22B Instruct 2507Nearby rank - 1421
R1 0528 - 1418
X-Ai/Grok-4-Fast-Non-ReasoningNearby rank - 1417DeepSeek V3.1Nearby rank
- 1409Qwen3.5-27BSimilar price
- 1352
GLM 4.5VSimilar price - 1335
Nova 2 LiteSimilar price
Ahead of 3 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
Agent Arena
Best IPS score per model · Higher is better
Not ranked on Agent Arena yet
ARC-AGI-2
Best score per model · Higher is better
#75 of 85
- 40.1%
Inkling SmallSimilar price - 11.8%
Kimi K2.5Similar price - 10.3%Gemini 3.5 Flash LiteSimilar price
- 1.3%Gemini 3 Flash PreviewNearby rank
- 1.3%Qwen3 235B A22B Instruct 2507Nearby rank
- 1.1%R1 0528
- 0.9%Claude Sonnet 3.7Nearby rank
- 0.4%
GPT-4.1Nearby rank - 0.0%GPT-4.1 MiniSimilar price
Ahead of 1 of 4 similarly priced models
GPQA diamond
Best score per model · Higher is better
#96 of 161
- 85.9%Qwen3.6 27BSimilar price
- 83.3%Gemini 3.5 Flash LiteSimilar price
- 83.3%GLM 4.7Similar price
- 77.6%
Seed 1.6Nearby rank - 77.3%Claude Opus 4.1Nearby rank
- 76.3%R1 0528
- 76.3%Claude Opus 4Nearby rank
- 75.8%Gemma 4 31BNearby rank
- 59.5%
Mistral Medium 3Similar price
Ahead of 1 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#106 of 158
- 91.1%Qwen3.6 27BSimilar price
- 83.3%GLM 4.7Similar price
- 71.1%Gemini 3.5 Flash LiteSimilar price
- 66.9%Qwen3 32BNearby rank
- 66.7%Claude Haiku 4.5Nearby rank
- 66.4%R1 0528
- 66.4%Qwen3 14BNearby rank
- 65.3%gpt-oss-20bNearby rank
- 32.2%Mistral Medium 3Similar price
Ahead of 1 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 #1341421
- default142195% CI 1416 to 1427 · 18,153 votes
- ARC-AGI-2#75 of 851.1%
- default1.1%
- GPQA diamond#96 of 16176.3%
- default76.3%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#106 of 15866.4%
- default66.4%
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.