Model comparison
DeepSeek Coder 6.7B vs Phi-3.5-mini
Neither DeepSeek Coder 6.7B nor Phi-3.5-mini has enough public benchmark results to be ranked yet; the rows below show what has been published.
Last verified . 3 shared benchmarks.
DeepSeek
MicrosoftSummary
- They share 3 benchmarks with published results for both. DeepSeek Coder 6.7B scores higher in 1 category and Phi-3.5-mini in 0 categories; one gap is clear of the uncertainty.
- The biggest single-benchmark swing is BigCodeBench Complete: 43.8% for DeepSeek Coder 6.7B and 38.5% for Phi-3.5-mini.
Side by side
| DeepSeek Coder 6.7B | Phi-3.5-mini | |
|---|---|---|
| Provider | DeepSeek | Microsoft |
| Noometry Index | 37.6 | 36.9 |
| Released | 2023-11-02 | 2024-08-16 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 5 |
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Category by category
Coding DeepSeek Coder 6.7B leads
DeepSeek Coder 6.7B: 35.8 (#219), Phi-3.5-mini: 34.6 (#232)
| Benchmark | DeepSeek Coder 6.7B | Phi-3.5-mini |
|---|---|---|
| BigCodeBench Instruct | 35.5% | 32.8% |
| BigCodeBench Complete | 43.8% | 38.5% |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, Phi-3.5-mini: —
| Benchmark | DeepSeek Coder 6.7B | Phi-3.5-mini |
|---|---|---|
| Epoch Capabilities Index | 89.62 | — |
| PIQA | — | 81% |
| WinoGrande | 57.6% | — |
Math Not comparable
DeepSeek Coder 6.7B: —, Phi-3.5-mini: —
| Benchmark | DeepSeek Coder 6.7B | Phi-3.5-mini |
|---|---|---|
| GSM8K | 21.3% | 86.2% |
Knowledge Not comparable
DeepSeek Coder 6.7B: —, Phi-3.5-mini: —
| Benchmark | DeepSeek Coder 6.7B | Phi-3.5-mini |
|---|---|---|
| ARC (AI2) Challenge | 36.4% | — |
| BoolQ | — | 78% |
| MMLU | 36.4% | — |
Frequently asked questions
Is DeepSeek Coder 6.7B better than Phi-3.5-mini?
Neither DeepSeek Coder 6.7B nor Phi-3.5-mini has enough public benchmark results to be ranked yet; the rows below show what has been published.
Is DeepSeek Coder 6.7B or Phi-3.5-mini better for coding?
DeepSeek Coder 6.7B scores higher on coding benchmarks: 35.8 versus 34.6 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 6.7B and Phi-3.5-mini share?
3 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Phi-3.5-mini has 5.