Model comparison
DeepSeek Coder 1.3B vs DeepSeek-V2.5 (Sep 2024)
DeepSeek-V2.5 (Sep 2024) has enough public results to be ranked (#200); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.
Last verified . 4 shared benchmarks.
DeepSeekSummary
- They share 4 benchmarks with published results for both. DeepSeek Coder 1.3B scores higher in 0 categories and DeepSeek-V2.5 (Sep 2024) in 1 category, but none of those gaps is larger than the uncertainty.
- The biggest single-benchmark swing is BigCodeBench Instruct: 22.8% for DeepSeek Coder 1.3B and 48.6% for DeepSeek-V2.5 (Sep 2024).
Side by side
| DeepSeek Coder 1.3B | DeepSeek-V2.5 (Sep 2024) | |
|---|---|---|
| Provider | DeepSeek | DeepSeek |
| Noometry Index | 35.0 | 37.6 |
| Released | 2023-11-02 | 2024-09-06 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 22 |
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Category by category
Coding Too close to call
DeepSeek Coder 1.3B: 31.2 (#287), DeepSeek-V2.5 (Sep 2024): 31.7 (#281)
| Benchmark | DeepSeek Coder 1.3B | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| BigCodeBench Instruct | 22.8% | 48.6% |
| BigCodeBench Complete | 29.6% | 53.2% |
| HumanEval+ | 60.4% | 83.5% |
| MBPP+ | 54.8% | 74.1% |
| Aider Polyglot | — | 17.8% |
| LMArena Coding | — | 1309 |
Reasoning Not comparable
DeepSeek Coder 1.3B: —, DeepSeek-V2.5 (Sep 2024): 25.6 (#145)
| Benchmark | DeepSeek Coder 1.3B | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Hard Prompts | — | 1289 |
| Epoch Capabilities Index | 63.6 | — |
| WinoGrande | 53.3% | — |
Math Not comparable
DeepSeek Coder 1.3B: —, DeepSeek-V2.5 (Sep 2024): 35.9 (#177)
| Benchmark | DeepSeek Coder 1.3B | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Math | — | 1288 |
| GSM8K | 4.4% | — |
Knowledge Not comparable
DeepSeek Coder 1.3B: —, DeepSeek-V2.5 (Sep 2024): 34.8 (#193)
| Benchmark | DeepSeek Coder 1.3B | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Expert | — | 1266 |
| ARC (AI2) Challenge | 25.4% | — |
| MMLU | 25.8% | — |
Multilingual Not comparable
DeepSeek Coder 1.3B: —, DeepSeek-V2.5 (Sep 2024): 42.5 (#193)
| Benchmark | DeepSeek Coder 1.3B | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Non-English | — | 1273 |
| LMArena Chinese | — | 1318 |
| LMArena French | — | 1289 |
| LMArena German | — | 1258 |
| LMArena Japanese | — | 1228 |
| LMArena Korean | — | 1209 |
| LMArena Russian | — | 1289 |
| LMArena Spanish | — | 1248 |
Instruction Following Not comparable
DeepSeek Coder 1.3B: —, DeepSeek-V2.5 (Sep 2024): 67.5 (#194)
| Benchmark | DeepSeek Coder 1.3B | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Instruction Following | — | 1280 |
Long Context Not comparable
DeepSeek Coder 1.3B: —, DeepSeek-V2.5 (Sep 2024): 39.5 (#174)
| Benchmark | DeepSeek Coder 1.3B | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Longer Query | — | 1301 |
Writing & Preference Not comparable
DeepSeek Coder 1.3B: —, DeepSeek-V2.5 (Sep 2024): 49.8 (#187)
| Benchmark | DeepSeek Coder 1.3B | DeepSeek-V2.5 (Sep 2024) |
|---|---|---|
| LMArena Text | — | 1294 |
| LMArena Creative Writing | — | 1285 |
| LMArena Multi-Turn | — | 1297 |
Frequently asked questions
Is DeepSeek Coder 1.3B better than DeepSeek-V2.5 (Sep 2024)?
DeepSeek-V2.5 (Sep 2024) has enough public results to be ranked (#200); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.
Is DeepSeek Coder 1.3B or DeepSeek-V2.5 (Sep 2024) better for coding?
They score almost the same on coding (31.2 vs 31.7); test both on your own repository before choosing.
How many benchmarks do DeepSeek Coder 1.3B and DeepSeek-V2.5 (Sep 2024) share?
4 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and DeepSeek-V2.5 (Sep 2024) has 22.