leaderboard

2 of 2 by terminal-bench hard
Top 2 models ranked by terminal-bench hard
#modelserved byterminal-bench hardshare of leaderin / out per M
01minimax-m3MiniMax42.4%$0.30 / $1.20
02nvidia-nemotron-3-ultraDoubleword36.4%$0.50 / $2.50

Bars are each score's share of the leader's, so a short bar is a real gap and not a rounding difference. One row per model family, using the lab's own endpoint where it exists.

top of list

agentic-coding
terminal-bench hard42.4%minimax-m3
entries22 shown
served byMiniMaxhigh first

minimax-m3 leads nvidia-nemotron-3-ultra by 6.0 points

distribution

2 entries

not enough entries to show a distribution

notes

reference

Best coding agent 2 ranked by terminal-bench hard

Terminal-Bench Hard measures how well a model operates as a coding agent in a real terminal, running commands, editing files, and fixing repositories end-to-end. It is the closest proxy to how models perform inside tools like Claude Code, Cursor and Codex.

method

Scores for Terminal-Bench Hard come from Artificial Analysis, an independent benchmarking service. When a model is served by several providers (Anthropic direct, AWS Bedrock, Google Vertex), one canonical entry represents the model family so the ranking is not padded with duplicates. Benchmarks measure specific skills: validate on your own workload before committing.

Built from the same catalog the router reads at request time, rebuilt daily.

one api for every model on this list

Requesty is OpenAI-compatible. Switch between any two models above by changing one parameter, and keep the failover, caching and spend controls.

2 entriesshowing 2sort high firstsource benchmarkleader minimax-m3 42.4%rebuilt daily