Model comparison
Gemma 7B vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 30.0 on the Noometry Index.
Last verified . 12 shared benchmarks.
Google
MicrosoftSummary
- They share 12 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and Phi 3 Mini 4k Instruct June 2024 in 8 categories; 5 gaps are clear of the uncertainty.
Side by side
| Gemma 7B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Microsoft | |
| Noometry Index | 30.0 | 31.3 |
| Released | 2024-02-21 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 15 |
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Category by category
Coding Phi 3 Mini 4k Instruct June 2024 leads
Gemma 7B: 30.5 (#294), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1048 | 1093 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Too close to call
Gemma 7B: 19.9 (#249), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1087 |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Gemma 7B: 31.2 (#228), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1066 | 1152 |
| GSM8K | 46.4% | — |
Knowledge Phi 3 Mini 4k Instruct June 2024 leads
Gemma 7B: 27.3 (#252), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1001 | 1051 |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Too close to call
Gemma 7B: 25.1 (#287), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 999 | 1013 |
| LMArena Chinese | 1035 | 1033 |
| LMArena Russian | 993 | 1019 |
| LMArena French | 1025 | — |
| LMArena German | — | 1031 |
| LMArena Japanese | — | 954 |
| LMArena Korean | — | 880 |
Instruction Following Phi 3 Mini 4k Instruct June 2024 leads
Gemma 7B: 51.5 (#295), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1017 | 1058 |
Long Context Too close to call
Gemma 7B: 31.1 (#282), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1022 | 1042 |
Writing & Preference Phi 3 Mini 4k Instruct June 2024 leads
Gemma 7B: 27.1 (#302), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Gemma 7B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1056 | 1080 |
| LMArena Creative Writing | 1024 | 1045 |
| LMArena Multi-Turn | 963 | 1049 |
Frequently asked questions
Is Gemma 7B better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 30.0 on the Noometry Index.
Is Gemma 7B or Phi 3 Mini 4k Instruct June 2024 better for coding?
Phi 3 Mini 4k Instruct June 2024 scores higher on coding benchmarks: 31.8 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and Phi 3 Mini 4k Instruct June 2024 share?
12 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.