DeepSeek
Overview
DeepSeek is a family of large language models known for MoE architecture and open weights, with the V3 line for general use and the R1 line for reasoning.
Field checks and source notes
When sources disagree on a field, every reading is listed here with its own citation. We do not take a midpoint, invent a missing figure, or decide which side is right — follow the citation and judge for your case.
These field-level notes are recorded verbatim in Chinese in the source data. Open the Chinese version
Plain-language benchmarks
Practical facts
| Context length | 163,840 tokens |
|---|---|
| Max output | Not disclosed |
| Parameters | Not disclosed |
| Input | $0.26 USD / 1M tokens |
| Output price | $0.38 USD / 1M tokens |
| CNY | Not disclosed |
| Free tier | Not disclosed |
| Output speed | Not disclosed |
| Release date | |
| License | Not disclosed |
Show technical data
Technical benchmark table
This model is evaluated per reasoning tier; available tiers: non-reasoning / reasoning. Each row below shows the highest tier measured for that benchmark. Tier switching happens on the compare page.
| Benchmark | Score | Max / unit | Source type | Source | Test date | Conditions |
|---|---|---|---|---|---|---|
| SWE-bench Verified swe-bench-verified | 70% | percent / 100 | Independent test | Tierhigh |
| Version | Release date | Status | Openness | Parameters | What changed | Detail | |
|---|---|---|---|---|---|---|---|
| DeepSeek-V3.2Showing version | Active | Open weights | Not disclosed | TBD | Detail | ||
| DeepSeek-V3.2-Exp | Active | Open weights | Not disclosed | TBD | Detail | ||
| DeepSeek-V3.1 | Active | Open weights | Not disclosed | TBD | Detail | ||
| DeepSeek-R1 | Active | Open weights | Not disclosed | TBD | Detail | ||
| DeepSeek-V3 | Active | Open weights | Not disclosed | TBD | Detail | ||
| DeepSeek-V2 | Active | Open weights | Not disclosed | TBD | Detail |
Last updated: · Sources on detail page