Model comparison
Gemma 7B vs Phi 3 Medium 4k Instruct
Phi 3 Medium 4k Instruct is the stronger model overall, scoring 33.0 to 30.0 on the Noometry Index.
Last verified . 13 shared benchmarks.
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MicrosoftSummary
- They share 13 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and Phi 3 Medium 4k Instruct in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Phi 3 Medium 4k Instruct leads 34.1 to 27.1.
Side by side
| Gemma 7B | Phi 3 Medium 4k Instruct | |
|---|---|---|
| Provider | Microsoft | |
| Noometry Index | 30.0 | 33.0 |
| Released | 2024-02-21 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 17 |
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Category by category
Coding Phi 3 Medium 4k Instruct leads
Gemma 7B: 30.5 (#294), Phi 3 Medium 4k Instruct: 32.9 (#268)
| Benchmark | Gemma 7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Coding | 1048 | 1130 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Phi 3 Medium 4k Instruct leads
Gemma 7B: 19.9 (#249), Phi 3 Medium 4k Instruct: 21.7 (#214)
| Benchmark | Gemma 7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1127 |
| 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 Medium 4k Instruct leads
Gemma 7B: 31.2 (#228), Phi 3 Medium 4k Instruct: 33.4 (#202)
| Benchmark | Gemma 7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Math | 1066 | 1173 |
| GSM8K | 46.4% | — |
Knowledge Phi 3 Medium 4k Instruct leads
Gemma 7B: 27.3 (#252), Phi 3 Medium 4k Instruct: 30.2 (#229)
| Benchmark | Gemma 7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Expert | 1001 | 1108 |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Phi 3 Medium 4k Instruct leads
Gemma 7B: 25.1 (#287), Phi 3 Medium 4k Instruct: 30.6 (#263)
| Benchmark | Gemma 7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Non-English | 999 | 1094 |
| LMArena Chinese | 1035 | 1108 |
| LMArena French | 1025 | 1110 |
| LMArena Russian | 993 | 1145 |
| LMArena German | — | 1101 |
| LMArena Japanese | — | 1042 |
| LMArena Korean | — | 954 |
| LMArena Spanish | — | 1095 |
Instruction Following Phi 3 Medium 4k Instruct leads
Gemma 7B: 51.5 (#295), Phi 3 Medium 4k Instruct: 57.6 (#268)
| Benchmark | Gemma 7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1017 | 1113 |
Long Context Phi 3 Medium 4k Instruct leads
Gemma 7B: 31.1 (#282), Phi 3 Medium 4k Instruct: 34.0 (#255)
| Benchmark | Gemma 7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Longer Query | 1022 | 1120 |
Writing & Preference Phi 3 Medium 4k Instruct leads
Gemma 7B: 27.1 (#302), Phi 3 Medium 4k Instruct: 34.1 (#272)
| Benchmark | Gemma 7B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Text | 1056 | 1138 |
| LMArena Creative Writing | 1024 | 1107 |
| LMArena Multi-Turn | 963 | 1088 |
Frequently asked questions
Is Gemma 7B better than Phi 3 Medium 4k Instruct?
Phi 3 Medium 4k Instruct is the stronger model overall, scoring 33.0 to 30.0 on the Noometry Index.
Is Gemma 7B or Phi 3 Medium 4k Instruct better for coding?
Phi 3 Medium 4k Instruct scores higher on coding benchmarks: 32.9 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and Phi 3 Medium 4k Instruct share?
13 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.