Model comparison
Claude Instant vs Deepseek Coder v2
Deepseek Coder v2 has enough public results to be ranked (#220); Claude Instant does not yet, so treat this comparison as directional.
Last verified . 3 shared benchmarks.
DeepSeekSummary
- They share 3 benchmarks with published results for both. Claude Instant scores higher in 0 categories and Deepseek Coder v2 in 1 category; one gap is clear of the uncertainty.
- The widest gap is in reasoning, where Deepseek Coder v2 leads 23.6 to 19.6.
- Deepseek Coder v2 has downloadable open weights; the other is API-only.
Side by side
| Claude Instant | Deepseek Coder v2 | |
|---|---|---|
| Provider | Anthropic | DeepSeek |
| Noometry Index | 29.5 | 35.9 |
| Released | 2023-08-09 | 2024-06-17 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 24 |
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Category by category
Coding Not comparable
Claude Instant: —, Deepseek Coder v2: 38.1 (#183)
| Benchmark | Claude Instant | Deepseek Coder v2 |
|---|---|---|
| HumanEval+ | 50.6% | 82.3% |
| BigCodeBench Instruct | — | 48.2% |
| LMArena Coding | — | 1251 |
| BigCodeBench Complete | — | 59.7% |
| MBPP+ | — | 75.1% |
Reasoning Deepseek Coder v2 leads
Claude Instant: 19.6, Deepseek Coder v2: 23.6 (#176)
| Benchmark | Claude Instant | Deepseek Coder v2 |
|---|---|---|
| LMArena Hard Prompts | — | 1207 |
| DTBench | 45.8% | — |
| Epoch Capabilities Index | 120.28 | — |
| WinoGrande | — | 83.7% |
Math Not comparable
Claude Instant: —, Deepseek Coder v2: 34.9 (#190)
| Benchmark | Claude Instant | Deepseek Coder v2 |
|---|---|---|
| GSM8K | 86.7% | 94.5% |
| LMArena Math | — | 1241 |
Knowledge Not comparable
Claude Instant: —, Deepseek Coder v2: 32.3 (#212)
| Benchmark | Claude Instant | Deepseek Coder v2 |
|---|---|---|
| ARC (AI2) Challenge | 86.3% | 64.3% |
| LMArena Expert | — | 1181 |
| MMLU | 73.4% | — |
| TriviaQA | 78.9% | — |
Multilingual Not comparable
Claude Instant: —, Deepseek Coder v2: 36.3 (#240)
| Benchmark | Claude Instant | Deepseek Coder v2 |
|---|---|---|
| LMArena Non-English | — | 1182 |
| LMArena Chinese | — | 1201 |
| LMArena French | — | 1185 |
| LMArena German | — | 1164 |
| LMArena Japanese | — | 1126 |
| LMArena Korean | — | 1104 |
| LMArena Russian | — | 1188 |
| LMArena Spanish | — | 1153 |
Instruction Following Not comparable
Claude Instant: —, Deepseek Coder v2: 61.7 (#242)
| Benchmark | Claude Instant | Deepseek Coder v2 |
|---|---|---|
| LMArena Instruction Following | — | 1180 |
Long Context Not comparable
Claude Instant: —, Deepseek Coder v2: 37.0 (#224)
| Benchmark | Claude Instant | Deepseek Coder v2 |
|---|---|---|
| LMArena Longer Query | — | 1219 |
Writing & Preference Not comparable
Claude Instant: —, Deepseek Coder v2: 38.2 (#253)
| Benchmark | Claude Instant | Deepseek Coder v2 |
|---|---|---|
| LMArena Text | — | 1191 |
| LMArena Creative Writing | — | 1120 |
| LMArena Multi-Turn | — | 1177 |
Frequently asked questions
Is Claude Instant better than Deepseek Coder v2?
Deepseek Coder v2 has enough public results to be ranked (#220); Claude Instant does not yet, so treat this comparison as directional.
How many benchmarks do Claude Instant and Deepseek Coder v2 share?
3 benchmarks have published results for both models. Claude Instant has 7 scored results on Noometry and Deepseek Coder v2 has 24.