Model comparison
Gemma 7B vs Phi 3 Mini 4k Instruct
Gemma 7B is the stronger model overall, scoring 30.0 to 27.9 on the Noometry Index.
Last verified . 23 shared benchmarks.
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MicrosoftSummary
- They share 23 benchmarks with published results for both. Gemma 7B scores higher in 4 categories and Phi 3 Mini 4k Instruct in 4 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemma 7B leads 19.9 to 14.1.
Side by side
| Gemma 7B | Phi 3 Mini 4k Instruct | |
|---|---|---|
| Provider | Microsoft | |
| Noometry Index | 30.0 | 27.9 |
| Released | 2024-02-21 | 2024-04-23 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 35 |
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Category by category
Coding Gemma 7B leads
Gemma 7B: 30.5 (#294), Phi 3 Mini 4k Instruct: 26.6 (#323)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Coding | 1048 | 1093 |
| HumanEval+ | 28.7% | 59.1% |
| MBPP+ | 43.4% | 54.2% |
| LiveBench Coding | — | 15.5% |
Reasoning Gemma 7B leads
Gemma 7B: 19.9 (#249), Phi 3 Mini 4k Instruct: 14.1 (#328)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1072 |
| Adversarial NLI | 48.7% | 52.8% |
| BIG-Bench Hard | 55.1% | 71.7% |
| HellaSwag | 82.2% | 76.7% |
| WinoGrande | 79% | 70.8% |
| Chess Puzzles | — | 0% |
| LiveBench Reasoning | — | 26.8% |
| LiveBench Data Analysis | — | 34.7% |
| Epoch Capabilities Index | 111.99 | — |
| LiveBench | — | 22.4% |
| PIQA | 81.2% | — |
Math Gemma 7B leads
Gemma 7B: 31.2 (#228), Phi 3 Mini 4k Instruct: 26.6 (#257)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Math | 1066 | 1111 |
| LiveBench Math | — | 15.7% |
| GSM8K | 46.4% | — |
Knowledge Phi 3 Mini 4k Instruct leads
Gemma 7B: 27.3 (#252), Phi 3 Mini 4k Instruct: 28.5 (#246)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Expert | 1001 | 1045 |
| ARC (AI2) Challenge | 78.3% | 84.9% |
| MMLU | 66.1% | 68.8% |
| OpenBookQA | 78.6% | 88% |
| TriviaQA | 72.3% | 64% |
| BoolQ | 83.2% | — |
Multilingual Phi 3 Mini 4k Instruct leads
Gemma 7B: 25.1 (#287), Phi 3 Mini 4k Instruct: 26.3 (#280)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Non-English | 999 | 1021 |
| LMArena Chinese | 1035 | 1021 |
| LMArena French | 1025 | 1076 |
| LMArena Russian | 993 | 1022 |
| LMArena German | — | 1044 |
| LMArena Japanese | — | 935 |
| LMArena Korean | — | 905 |
| LMArena Spanish | — | 1085 |
Instruction Following Gemma 7B leads
Gemma 7B: 51.5 (#295), Phi 3 Mini 4k Instruct: 47.7 (#303)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1017 | 1053 |
| LiveBench Instruction Following | — | 39.1% |
Long Context Too close to call
Gemma 7B: 31.1 (#282), Phi 3 Mini 4k Instruct: 31.7 (#276)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Longer Query | 1022 | 1044 |
Writing & Preference Too close to call
Gemma 7B: 27.1 (#302), Phi 3 Mini 4k Instruct: 27.6 (#300)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct |
|---|---|---|
| LMArena Text | 1056 | 1073 |
| LMArena Creative Writing | 1024 | 1037 |
| LMArena Multi-Turn | 963 | 1018 |
| LiveBench Language | — | 9.2% |
Frequently asked questions
Is Gemma 7B better than Phi 3 Mini 4k Instruct?
Gemma 7B is the stronger model overall, scoring 30.0 to 27.9 on the Noometry Index.
Is Gemma 7B or Phi 3 Mini 4k Instruct better for coding?
Gemma 7B scores higher on coding benchmarks: 30.5 versus 26.6 in the Noometry coding category.
How many benchmarks do Gemma 7B and Phi 3 Mini 4k Instruct share?
23 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Phi 3 Mini 4k Instruct has 35.