Coding benchmark
LiveCodeBench Pass@1-COT leaderboard
LiveCodeBench Pass@1 with Chain-of-Thought. Every model the catalog carries a published LiveCodeBench Pass@1-COT value for, ranked by that value.
This lane contains DeepSeek's LiveCodeBench Pass@1-COT results. The explicit metric and prompting label keeps them separate from generic and version-specific LiveCodeBench rows.
LiveCodeBench Pass@1-COT ranking
2 models with a published LiveCodeBench Pass@1-COT 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-COT competitive programming results |
|---|---|---|---|
| 1 |  DeepSeek V4 Pro 0813 | DeepSeek | 93.5 |
| 2 | DeepSeek V4 Flash 0731 | DeepSeek | 91.6 |
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.