LiveCodeBench ProBrowse 284 families

LiveCodeBench Pro

Can the model complete substantial programming work under this benchmark's agent setup?

Version / measure
Domain
Coding
Ranked models
3
Reported values
3
Reports
1 · lab
Direction
Higher is better
Status
Version not specified

Rankings

Best reported score per model across effort settings

3 models
#ModelBest settingScore
1Gemini 3.1 ProGooglehighcost n/a1 value · Feb 19 · source2887
2Gemini 3 ProGooglehighcost n/a1 value · Feb 19 · source2439
3GPT-5.2OpenAIxhighcost n/a1 value · Feb 19 · source2393

Effort curve

Score vs. reported cost. Lines connect complete sweeps only.

0 values
No cost-linked effort sweep for this version.
Definition and comparison boundarypublic methodology

Can the model complete substantial programming work under this benchmark's agent setup?

Software implementation, debugging, or repository work under the published evaluation protocol. Higher is better. This benchmark reports points rather than percent correct.

Harness, tools, prompts, attempt count, and benchmark version can materially change the result. Compare within one reporting context.

Method / source ↗