Coding benchmark
BigCodeBench leaderboard
Every model the catalog carries a published BigCodeBench value for, ranked by that value.
CategoryCoding
MeasurePass@1
TasksCode generation tasks
DifficultySoftware engineering
Published byDeepSeek-V4 Technical Report
A code-generation benchmark reported in DeepSeek-V4 base-model evaluations.
BigCodeBench ranking
1 model with a published BigCodeBench value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.
| Rank | Model | Provider | Pass@1 |
|---|---|---|---|
| 1 | PMTernary Bonsai 2 27B | Prism ML | 58.1 |
Evidence key: Observed
Rows are ordered by the value DeepSeek-V4 Technical Report published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.