Model comparison
DeepSeek Coder 6.7B vs Phi 3 Medium 4k Instruct
Phi 3 Medium 4k Instruct has enough public results to be ranked (#250); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
DeepSeek
MicrosoftSide by side
| DeepSeek Coder 6.7B | Phi 3 Medium 4k Instruct | |
|---|---|---|
| Provider | DeepSeek | Microsoft |
| Noometry Index | 37.6 | 33.0 |
| Released | 2023-11-02 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 17 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding DeepSeek Coder 6.7B leads
DeepSeek Coder 6.7B: 35.8 (#219), Phi 3 Medium 4k Instruct: 32.9 (#268)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| BigCodeBench Instruct | 35.5% | — |
| LMArena Coding | — | 1130 |
| BigCodeBench Complete | 43.8% | — |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Medium 4k Instruct: 21.7 (#214)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | — | 1127 |
| Epoch Capabilities Index | 89.62 | — |
| WinoGrande | 57.6% | — |
Math Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Medium 4k Instruct: 33.4 (#202)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Math | — | 1173 |
| GSM8K | 21.3% | — |
Knowledge Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Medium 4k Instruct: 30.2 (#229)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Expert | — | 1108 |
| ARC (AI2) Challenge | 36.4% | — |
| MMLU | 36.4% | — |
Multilingual Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Medium 4k Instruct: 30.6 (#263)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Non-English | — | 1094 |
| LMArena Chinese | — | 1108 |
| LMArena French | — | 1110 |
| LMArena German | — | 1101 |
| LMArena Japanese | — | 1042 |
| LMArena Korean | — | 954 |
| LMArena Russian | — | 1145 |
| LMArena Spanish | — | 1095 |
Instruction Following Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Medium 4k Instruct: 57.6 (#268)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Instruction Following | — | 1113 |
Long Context Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Medium 4k Instruct: 34.0 (#255)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Longer Query | — | 1120 |
Writing & Preference Not comparable
DeepSeek Coder 6.7B: —, Phi 3 Medium 4k Instruct: 34.1 (#272)
| Benchmark | DeepSeek Coder 6.7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Text | — | 1138 |
| LMArena Creative Writing | — | 1107 |
| LMArena Multi-Turn | — | 1088 |
Frequently asked questions
Is DeepSeek Coder 6.7B better than Phi 3 Medium 4k Instruct?
Phi 3 Medium 4k Instruct has enough public results to be ranked (#250); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.
Is DeepSeek Coder 6.7B or Phi 3 Medium 4k Instruct better for coding?
DeepSeek Coder 6.7B scores higher on coding benchmarks: 35.8 versus 32.9 in the Noometry coding category.
How many benchmarks do DeepSeek Coder 6.7B and Phi 3 Medium 4k Instruct share?
0 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.