Model comparison
DeepSeek Coder 1.3B vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 has enough public results to be ranked (#274); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
DeepSeek
MicrosoftSide by side
| DeepSeek Coder 1.3B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | DeepSeek | Microsoft |
| Noometry Index | 34.5 | 30.7 |
| Released | 2023-11-02 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 15 |
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Category by category
Coding Too close to call
DeepSeek Coder 1.3B: 30.7 (#282), Phi 3 Mini 4k Instruct June 2024: 31.2 (#275)
| Benchmark | DeepSeek Coder 1.3B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| BigCodeBench Instruct | 22.8% | — |
| LMArena Coding | — | 1093 |
| BigCodeBench Complete | 29.6% | — |
| HumanEval+ | 60.4% | — |
| MBPP+ | 54.8% | — |
Reasoning Not comparable
DeepSeek Coder 1.3B: —, Phi 3 Mini 4k Instruct June 2024: 19.9 (#229)
| Benchmark | DeepSeek Coder 1.3B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | — | 1088 |
| Epoch Capabilities Index | 62.18 | — |
| WinoGrande | 53.3% | — |
Math Not comparable
DeepSeek Coder 1.3B: —, Phi 3 Mini 4k Instruct June 2024: 30.4 (#209)
| Benchmark | DeepSeek Coder 1.3B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | — | 1152 |
| GSM8K | 4.4% | — |
Knowledge Not comparable
DeepSeek Coder 1.3B: —, Phi 3 Mini 4k Instruct June 2024: 28.1 (#240)
| Benchmark | DeepSeek Coder 1.3B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | — | 1051 |
| ARC (AI2) Challenge | 25.4% | — |
| MMLU | 25.8% | — |
Multilingual Not comparable
DeepSeek Coder 1.3B: —, Phi 3 Mini 4k Instruct June 2024: 26.0 (#277)
| Benchmark | DeepSeek Coder 1.3B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | — | 1013 |
| LMArena Chinese | — | 1033 |
| LMArena German | — | 1031 |
| LMArena Japanese | — | 954 |
| LMArena Korean | — | 880 |
| LMArena Russian | — | 1019 |
Instruction Following Not comparable
DeepSeek Coder 1.3B: —, Phi 3 Mini 4k Instruct June 2024: 54.3 (#277)
| Benchmark | DeepSeek Coder 1.3B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | — | 1058 |
Long Context Not comparable
DeepSeek Coder 1.3B: —, Phi 3 Mini 4k Instruct June 2024: 31.6 (#272)
| Benchmark | DeepSeek Coder 1.3B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | — | 1042 |
Writing & Preference Not comparable
DeepSeek Coder 1.3B: —, Phi 3 Mini 4k Instruct June 2024: 29.7 (#289)
| Benchmark | DeepSeek Coder 1.3B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | — | 1080 |
| LMArena Creative Writing | — | 1045 |
| LMArena Multi-Turn | — | 1049 |
Frequently asked questions
Is DeepSeek Coder 1.3B better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 has enough public results to be ranked (#274); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.
Is DeepSeek Coder 1.3B or Phi 3 Mini 4k Instruct June 2024 better for coding?
They score almost the same on coding (30.7 vs 31.2); test both on your own repository before choosing.
How many benchmarks do DeepSeek Coder 1.3B and Phi 3 Mini 4k Instruct June 2024 share?
0 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.