Model comparison
Gemma 7B vs Wizardlm 70b
Wizardlm 70b is the stronger model overall, scoring 33.0 to 30.0 on the Noometry Index.
Last verified . 11 shared benchmarks.
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MicrosoftSummary
- They share 11 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and Wizardlm 70b in 7 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Wizardlm 70b leads 34.8 to 27.1.
Side by side
| Gemma 7B | Wizardlm 70b | |
|---|---|---|
| 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 | 12 |
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Category by category
Coding Too close to call
Gemma 7B: 30.5 (#294), Wizardlm 70b: 31.4 (#285)
| Benchmark | Gemma 7B | Wizardlm 70b |
|---|---|---|
| LMArena Coding | 1048 | 1081 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Too close to call
Gemma 7B: 19.9 (#249), Wizardlm 70b: 20.7 (#234)
| Benchmark | Gemma 7B | Wizardlm 70b |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1079 |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Wizardlm 70b leads
Gemma 7B: 31.2 (#228), Wizardlm 70b: 32.2 (#218)
| Benchmark | Gemma 7B | Wizardlm 70b |
|---|---|---|
| LMArena Math | 1066 | 1116 |
| GSM8K | 46.4% | — |
Knowledge Not comparable
Gemma 7B: 27.3 (#252), Wizardlm 70b: —
| Benchmark | Gemma 7B | Wizardlm 70b |
|---|---|---|
| LMArena Expert | 1001 | — |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Wizardlm 70b leads
Gemma 7B: 25.1 (#287), Wizardlm 70b: 29.6 (#265)
| Benchmark | Gemma 7B | Wizardlm 70b |
|---|---|---|
| LMArena Non-English | 999 | 1078 |
| LMArena Chinese | 1035 | 1052 |
| LMArena Russian | 993 | 1155 |
| LMArena French | 1025 | — |
| LMArena German | — | 1083 |
Instruction Following Wizardlm 70b leads
Gemma 7B: 51.5 (#295), Wizardlm 70b: 56.3 (#273)
| Benchmark | Gemma 7B | Wizardlm 70b |
|---|---|---|
| LMArena Instruction Following | 1017 | 1093 |
Long Context Wizardlm 70b leads
Gemma 7B: 31.1 (#282), Wizardlm 70b: 33.3 (#263)
| Benchmark | Gemma 7B | Wizardlm 70b |
|---|---|---|
| LMArena Longer Query | 1022 | 1097 |
Writing & Preference Wizardlm 70b leads
Gemma 7B: 27.1 (#302), Wizardlm 70b: 34.8 (#269)
| Benchmark | Gemma 7B | Wizardlm 70b |
|---|---|---|
| LMArena Text | 1056 | 1120 |
| LMArena Creative Writing | 1024 | 1149 |
| LMArena Multi-Turn | 963 | 1108 |
Frequently asked questions
Is Gemma 7B better than Wizardlm 70b?
Wizardlm 70b is the stronger model overall, scoring 33.0 to 30.0 on the Noometry Index.
Is Gemma 7B or Wizardlm 70b better for coding?
They score almost the same on coding (30.5 vs 31.4); test both on your own repository before choosing.
How many benchmarks do Gemma 7B and Wizardlm 70b share?
11 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Wizardlm 70b has 12.