Model comparison
Phi 3 Mini 4k Instruct June 2024 vs StarCoder 2 15B
Phi 3 Mini 4k Instruct June 2024 has enough public results to be ranked (#274); StarCoder 2 15B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
Microsoft
NVIDIASummary
- The widest gap is in coding, where StarCoder 2 15B leads 36.0 to 31.2.
Side by side
| Phi 3 Mini 4k Instruct June 2024 | StarCoder 2 15B | |
|---|---|---|
| Provider | Microsoft | NVIDIA |
| Noometry Index | 30.7 | 37.5 |
| Released | — | 2024-02-20 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 15 | 7 |
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Category by category
Coding StarCoder 2 15B leads
Phi 3 Mini 4k Instruct June 2024: 31.2 (#275), StarCoder 2 15B: 36.0
| Benchmark | Phi 3 Mini 4k Instruct June 2024 | StarCoder 2 15B |
|---|---|---|
| LMArena Coding | 1093 | — |
| BigCodeBench Complete | — | 38.4% |
| HumanEval+ | — | 37.8% |
Reasoning Not comparable
Phi 3 Mini 4k Instruct June 2024: 19.9 (#229), StarCoder 2 15B: —
| Benchmark | Phi 3 Mini 4k Instruct June 2024 | StarCoder 2 15B |
|---|---|---|
| LMArena Hard Prompts | 1088 | — |
| Epoch Capabilities Index | — | 104.61 |
| WinoGrande | — | 64.3% |
Math Not comparable
Phi 3 Mini 4k Instruct June 2024: 30.4 (#209), StarCoder 2 15B: —
| Benchmark | Phi 3 Mini 4k Instruct June 2024 | StarCoder 2 15B |
|---|---|---|
| LMArena Math | 1152 | — |
| GSM8K | — | 57.7% |
Knowledge Not comparable
Phi 3 Mini 4k Instruct June 2024: 28.1 (#240), StarCoder 2 15B: —
| Benchmark | Phi 3 Mini 4k Instruct June 2024 | StarCoder 2 15B |
|---|---|---|
| LMArena Expert | 1051 | — |
| ARC (AI2) Challenge | — | 47.2% |
| MMLU | — | 64.1% |
Multilingual Not comparable
Phi 3 Mini 4k Instruct June 2024: 26.0 (#277), StarCoder 2 15B: —
| Benchmark | Phi 3 Mini 4k Instruct June 2024 | StarCoder 2 15B |
|---|---|---|
| LMArena Non-English | 1013 | — |
| LMArena Chinese | 1033 | — |
| LMArena German | 1031 | — |
| LMArena Japanese | 954 | — |
| LMArena Korean | 880 | — |
| LMArena Russian | 1019 | — |
Instruction Following Not comparable
Phi 3 Mini 4k Instruct June 2024: 54.3 (#277), StarCoder 2 15B: —
| Benchmark | Phi 3 Mini 4k Instruct June 2024 | StarCoder 2 15B |
|---|---|---|
| LMArena Instruction Following | 1058 | — |
Long Context Not comparable
Phi 3 Mini 4k Instruct June 2024: 31.6 (#272), StarCoder 2 15B: —
| Benchmark | Phi 3 Mini 4k Instruct June 2024 | StarCoder 2 15B |
|---|---|---|
| LMArena Longer Query | 1042 | — |
Writing & Preference Not comparable
Phi 3 Mini 4k Instruct June 2024: 29.7 (#289), StarCoder 2 15B: —
| Benchmark | Phi 3 Mini 4k Instruct June 2024 | StarCoder 2 15B |
|---|---|---|
| LMArena Text | 1080 | — |
| LMArena Creative Writing | 1045 | — |
| LMArena Multi-Turn | 1049 | — |
Frequently asked questions
Is Phi 3 Mini 4k Instruct June 2024 better than StarCoder 2 15B?
Phi 3 Mini 4k Instruct June 2024 has enough public results to be ranked (#274); StarCoder 2 15B does not yet, so treat this comparison as directional.
Is Phi 3 Mini 4k Instruct June 2024 or StarCoder 2 15B better for coding?
StarCoder 2 15B scores higher on coding benchmarks: 36.0 versus 31.2 in the Noometry coding category.
How many benchmarks do Phi 3 Mini 4k Instruct June 2024 and StarCoder 2 15B share?
0 benchmarks have published results for both models. Phi 3 Mini 4k Instruct June 2024 has 15 scored results on Noometry and StarCoder 2 15B has 7.