Benchmark
SWE-bench Multilingual
What is SWE-bench Multilingual?
Per-language resolution rates differ widely, so an average hides which languages the model actually handles. Benchmark Radar tracks 7 reported scores for…
- Released
- 2025-04-22
- Evaluates
- coding agent
- Openness
- unknown
- Importer
- Model reports
- Reported scores
- 7
Source provenance
- Original evidence https://www.swebench.com/multilingual.html
SWE-bench Multilingual links
SWE-bench Multilingual results and reported scores
Model reports
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| DeepSeek-V4-Flash | DeepSeek | 73.3 | 2026-06-25 | evidence |
| DeepSeek-V4-Pro | DeepSeek | 69.8 | 2026-04-22 | evidence |
| DeepSeek-V4-Pro | DeepSeek | 74.1 | 2026-04-22 | evidence |
| DeepSeek-V4-Pro | DeepSeek | 76.2 | 2026-04-22 | evidence |
| GLM-5 | Z.ai | 73.3 | 2026-02-11 | evidence |
| Hy4 preview | Tencent | 82.9 | 2026-08-28 | evidence |
| Qwen3.5-397B-A17B | Qwen | 69.3 | 2026-02-16 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.
Which sources cite SWE-bench Multilingual?
- Hy4 preview Tencent, 2026-08-28
- DeepSeek-V4 DeepSeek, 2026-06-25
- DeepSeek-V4-Pro DeepSeek, 2026-04-22
- Qwen3.5-397B-A17B Qwen, 2026-02-16
- GLM-5 Z.ai, 2026-02-11