Model comparison
Gemma 2B vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 30.7 to 29.1 on the Noometry Index.
Last verified . 11 shared benchmarks.
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MicrosoftSummary
- They share 11 benchmarks with published results for both. Gemma 2B scores higher in 0 categories and Phi 3 Mini 4k Instruct June 2024 in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Phi 3 Mini 4k Instruct June 2024 leads 29.7 to 24.1.
Side by side
| Gemma 2B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Microsoft | |
| Noometry Index | 29.1 | 30.7 |
| Released | 2024-02-21 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 23 | 15 |
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Category by category
Coding Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2B: 28.9 (#300), Phi 3 Mini 4k Instruct June 2024: 31.2 (#275)
| Benchmark | Gemma 2B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1010 | 1093 |
| HumanEval+ | 20.7% | — |
| MBPP+ | 34.1% | — |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2B: 17.9 (#275), Phi 3 Mini 4k Instruct June 2024: 19.9 (#229)
| Benchmark | Gemma 2B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 989 | 1088 |
| BIG-Bench Hard | 35.2% | — |
| Epoch Capabilities Index | 93.57 | — |
| HellaSwag | 71.4% | — |
| PIQA | 77.3% | — |
| WinoGrande | 65.4% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2B: 27.6 (#237), Phi 3 Mini 4k Instruct June 2024: 30.4 (#209)
| Benchmark | Gemma 2B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1009 | 1152 |
| GSM8K | 17.7% | — |
Knowledge Not comparable
Gemma 2B: —, Phi 3 Mini 4k Instruct June 2024: 28.1 (#240)
| Benchmark | Gemma 2B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | — | 1051 |
| ARC (AI2) Challenge | 42.1% | — |
| BoolQ | 69.4% | — |
| MMLU | 42.3% | — |
| TriviaQA | 53.2% | — |
Multilingual Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2B: 23.1 (#289), Phi 3 Mini 4k Instruct June 2024: 26.0 (#277)
| Benchmark | Gemma 2B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 958 | 1013 |
| LMArena Chinese | 986 | 1033 |
| LMArena Russian | 937 | 1019 |
| LMArena German | — | 1031 |
| LMArena Japanese | — | 954 |
| LMArena Korean | — | 880 |
Instruction Following Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2B: 48.8 (#297), Phi 3 Mini 4k Instruct June 2024: 54.3 (#277)
| Benchmark | Gemma 2B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 971 | 1058 |
Long Context Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2B: 29.9 (#286), Phi 3 Mini 4k Instruct June 2024: 31.6 (#272)
| Benchmark | Gemma 2B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 981 | 1042 |
Writing & Preference Phi 3 Mini 4k Instruct June 2024 leads
Gemma 2B: 24.1 (#303), Phi 3 Mini 4k Instruct June 2024: 29.7 (#289)
| Benchmark | Gemma 2B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1002 | 1080 |
| LMArena Creative Writing | 986 | 1045 |
| LMArena Multi-Turn | 945 | 1049 |
Frequently asked questions
Is Gemma 2B better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 30.7 to 29.1 on the Noometry Index.
Is Gemma 2B or Phi 3 Mini 4k Instruct June 2024 better for coding?
Phi 3 Mini 4k Instruct June 2024 scores higher on coding benchmarks: 31.2 versus 28.9 in the Noometry coding category.
How many benchmarks do Gemma 2B and Phi 3 Mini 4k Instruct June 2024 share?
11 benchmarks have published results for both models. Gemma 2B has 23 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.