Model comparison
DeepSeek Coder 6.7B vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 has enough public results to be ranked (#276); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
DeepSeek
MicrosoftSummary
- The widest gap is in coding, where DeepSeek Coder 6.7B leads 35.8 to 31.8.
Side by side
| DeepSeek Coder 6.7B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | DeepSeek | Microsoft |
| Noometry Index | 37.6 | 31.3 |
| 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 DeepSeek Coder 6.7B leads
DeepSeek Coder 6.7B: 35.8 (#219), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| BigCodeBench Instruct | 35.5% | — |
| LMArena Coding | — | 1093 |
| BigCodeBench Complete | 43.8% | — |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | — | 1087 |
| Epoch Capabilities Index | 89.62 | — |
| WinoGrande | 57.6% | — |
Math Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | — | 1152 |
| GSM8K | 21.3% | — |
Knowledge Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | — | 1051 |
| ARC (AI2) Challenge | 36.4% | — |
| MMLU | 36.4% | — |
Multilingual Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | DeepSeek Coder 6.7B | 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 6.7B: —, Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | — | 1058 |
Long Context Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | — | 1042 |
Writing & Preference Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | — | 1080 |
| LMArena Creative Writing | — | 1045 |
| LMArena Multi-Turn | — | 1049 |
Frequently asked questions
Is DeepSeek Coder 6.7B better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 has enough public results to be ranked (#276); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Is DeepSeek Coder 6.7B or Phi 3 Mini 4k Instruct June 2024 better for coding?
DeepSeek Coder 6.7B scores higher on coding benchmarks: 35.8 versus 31.8 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 6.7B and Phi 3 Mini 4k Instruct June 2024 share?
0 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.