Leaderboard
SWE-Bench Verifiedofficial site ↗
37 models scored · metric: resolved. Prices are the cheapest listed across all serving providers. Cost/run and Pts/$ are priced for the agentic token profile — tool loops re-send a growing transcript and think between calls.
A benchmark is priced for the workload it exercises, not a fixed input:output blend: an agent loop and a single hard question bill very differently on the same rate card. Profile: 12k in · 2k out · 3k reasoning · 70% cache hit · 32k context.
Scores are facts as publicly reported by labs (see report links below and on each model page) and aggregated via models.dev. SWE-Bench Verified is maintained by its own project — Model Pulse is not affiliated with or endorsed by it.
- 1.DeepSeek V4 Flash132,151
- 2.Laguna XS 2.160,289
- 3.Hy341,053
- 4.Hy3 preview39,158
- 5.Nemotron 3 Ultra 550B A55B37,606
Score reports: anthropic.com · benchlm.ai · anthropic.com · huggingface.co · minimax.io · qwen.ai — full source URLs are linked on each model page.
Cheapest scorer: DeepSeek V4 Flash at $0.035 input /M.