- Context
- 1Mtokens
- Released
- 8mo ago
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 #113
- 1480
MiMo-V2.6-ProSimilar price - 1475
DeepSeek V4.1 FlashSimilar price - 1455
Qwen3.7 PlusSimilar price - 1436
MiniMax M3Similar price - 1434MiMo-V2.5Nearby rank
- 1433Qwen3.8 27BNearby rank
- 1433
Gemini 3.1 Flash Lite Preview - 1432
o3Nearby rank - 1431
Grok 4.1 Fast (Reasoning)Nearby rank - 1379Gemini 2.5 Flash-Lite Preview 09-2025Predecessor
+54 vs Gemini 2.5 Flash-Lite Preview 09-2025 (predecessor) · Ahead of 0 of 4 similarly priced models
Arena WebDev
Best Arena rating per model · Higher is better
Arena #142
- 1624MiMo-V2.6-ProSimilar price
- 1621DeepSeek V4.1 FlashSimilar price
- 1590Qwen3.8 27BSimilar price
- 1484MiniMax M3Similar price
- 1270DeepSeek V3.2 ExpNearby rank
- 1263
Mistral Medium 3.5Nearby rank - 1256Gemini 3.1 Flash Lite Preview
- 1253Qwen3.5-35B-A3BNearby rank
- 1245GPT-5.1-Codex-MiniNearby rank
Ahead of 0 of 4 similarly priced models
Arena Vision
Best Arena rating per model · Higher is better
Arena #69
- 1263DeepSeek V4.1 FlashSimilar price
- 1262Qwen3.7 PlusSimilar price
- 1247MiMo-V2.6-ProSimilar price
- 1242Grok 4.3Nearby rank
- 1235GPT-6 LunaNearby rank
- 1235Gemini 3.1 Flash Lite Preview
- 1234MiMo-V2.5Nearby rank
- 1232MiniMax M3Similar price
- 1174Gemini 2.5 Flash-Lite Preview 09-2025Predecessor
+60 vs Gemini 2.5 Flash-Lite Preview 09-2025 (predecessor) · Ahead of 0 of 4 similarly priced models
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
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 #1131433
+54 vs Gemini 2.5 Flash-Lite Preview 09-2025 (predecessor)
- default143395% CI 1429 to 1437 · 63,629 votes
- Arena WebDevArena #1421256
- default125695% CI 1249 to 1262 · 14,245 votes
- Arena VisionArena #691235
+60 vs Gemini 2.5 Flash-Lite Preview 09-2025 (predecessor)
- default123595% CI 1229 to 1240 · 27,443 votes
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.