- input
- $0.15
- cached
- $0.075
- output
- $0.60
- Context
- 131Ktokens
- Released
- 1y ago
- Size
- 120Bparameters
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 #220
- 1452
Gemma 4 31BSimilar price - 1409
Hy3 previewSimilar price - 1387
Solar Pro 4Similar price - 1354
Command ANearby rank - 1352
GLM 4.5VNearby rank - 1352
gpt-oss-120b - 1348
Llama 3.1 Nemotron Ultra 253BNearby rank - 1347
Qwen3 32BNearby rank - 1251Command R (08-2024)Similar price
Ahead of 1 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
GPQA diamond
Best score per model · Higher is better
#98 of 161
- 93.2%
DeepSeek V4.1 Flash 1017Similar price - 89.6%
Claude Haiku 5.5Similar price - 84.8%Qwen3.6 35B A3BSimilar price
- 76.3%Claude Opus 4Nearby rank
- 75.8%Gemma 4 31BSimilar price
- 75.8%gpt-oss-120b
- 75.0%GPT-5 MiniNearby rank
- 73.2%Gemma 4 26B A4BNearby rank
Ahead of 0 of 4 similarly priced models
OTIS Mock AIME 2024-2025
Best score per model · Higher is better
#59 of 158
- 99.4%DeepSeek V4.1 Flash 1017Similar price
- 98.9%Claude Haiku 5.5Similar price
- 90.0%
Inkling SmallNearby rank - 88.9%GPT-5.4 MiniNearby rank
- 88.9%gpt-oss-120b
- 88.9%Qwen3.5 397B A17BNearby rank
- 88.9%InklingNearby rank
- 86.7%Qwen3.6 35B A3BSimilar price
- 73.3%Gemma 4 31BSimilar price
Ahead of 2 of 4 similarly priced models
Terminal Bench
Best score per model · Higher is better
#46 of 49
- 45.1%
MiniMax M2.7Similar price - 42.7%MiniMax M2.5Similar price
- 39.6%DeepSeek V3.2Similar price
- 24.6%Qwen3.6 35B A3BSimilar price
- 24.5%GLM 4.6Nearby rank
- 21.8%GPT-5 NanoNearby rank
- 18.7%gpt-oss-120b
- 17.1%Gemini 2.5 FlashNearby rank
- 9.2%Qwen3.5-9BNearby 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 #2201352
- default135295% CI 1347 to 1356 · 30,133 votes
- GPQA diamond#98 of 16175.8%
- high75.8%
Source:Epoch AI evaluation - OTIS Mock AIME 2024-2025#59 of 15888.9%
- high88.9%
Source:Epoch AI evaluation - Terminal Bench#46 of 4918.7%
- default18.7%Terminus 2Terminal-Bench v2 LeaderboardOriginal-source terms apply
- unknown18.7%Terminus 2https://www.tbench.ai/leaderboard/terminal-bench/2.0Original-source terms apply
- default14.2%Mini-SWE-AgentTerminal-Bench v2 LeaderboardOriginal-source terms apply
- unknown14.2%Mini-SWE-Agenthttps://www.tbench.ai/leaderboard/terminal-bench/2.0Original-source terms apply
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.