Model comparison
Gemma 7B vs Wizardlm 13b
Wizardlm 13b is the stronger model overall, scoring 31.4 to 30.0 on the Noometry Index.
Last verified . 10 shared benchmarks.
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MicrosoftSummary
- They share 10 benchmarks with published results for both. Gemma 7B scores higher in 3 categories and Wizardlm 13b in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Wizardlm 13b leads 30.5 to 27.1.
Side by side
| Gemma 7B | Wizardlm 13b | |
|---|---|---|
| Provider | Microsoft | |
| Noometry Index | 30.0 | 31.4 |
| Released | 2024-02-21 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 10 |
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Category by category
Coding Too close to call
Gemma 7B: 30.5 (#294), Wizardlm 13b: 30.1 (#298)
| Benchmark | Gemma 7B | Wizardlm 13b |
|---|---|---|
| LMArena Coding | 1048 | 1035 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Too close to call
Gemma 7B: 19.9 (#249), Wizardlm 13b: 19.4 (#259)
| Benchmark | Gemma 7B | Wizardlm 13b |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1018 |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Gemma 7B leads
Gemma 7B: 31.2 (#228), Wizardlm 13b: 30.2 (#238)
| Benchmark | Gemma 7B | Wizardlm 13b |
|---|---|---|
| LMArena Math | 1066 | 1017 |
| GSM8K | 46.4% | — |
Knowledge Not comparable
Gemma 7B: 27.3 (#252), Wizardlm 13b: —
| Benchmark | Gemma 7B | Wizardlm 13b |
|---|---|---|
| LMArena Expert | 1001 | — |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Wizardlm 13b leads
Gemma 7B: 25.1 (#287), Wizardlm 13b: 27.1 (#277)
| Benchmark | Gemma 7B | Wizardlm 13b |
|---|---|---|
| LMArena Non-English | 999 | 1034 |
| LMArena Chinese | 1035 | 1023 |
| LMArena French | 1025 | — |
| LMArena Russian | 993 | — |
Instruction Following Wizardlm 13b leads
Gemma 7B: 51.5 (#295), Wizardlm 13b: 53.5 (#285)
| Benchmark | Gemma 7B | Wizardlm 13b |
|---|---|---|
| LMArena Instruction Following | 1017 | 1048 |
Long Context Too close to call
Gemma 7B: 31.1 (#282), Wizardlm 13b: 32.0 (#273)
| Benchmark | Gemma 7B | Wizardlm 13b |
|---|---|---|
| LMArena Longer Query | 1022 | 1054 |
Writing & Preference Wizardlm 13b leads
Gemma 7B: 27.1 (#302), Wizardlm 13b: 30.5 (#287)
| Benchmark | Gemma 7B | Wizardlm 13b |
|---|---|---|
| LMArena Text | 1056 | 1077 |
| LMArena Creative Writing | 1024 | 1091 |
| LMArena Multi-Turn | 963 | 1047 |
Frequently asked questions
Is Gemma 7B better than Wizardlm 13b?
Wizardlm 13b is the stronger model overall, scoring 31.4 to 30.0 on the Noometry Index.
Is Gemma 7B or Wizardlm 13b better for coding?
They score almost the same on coding (30.5 vs 30.1); test both on your own repository before choosing.
How many benchmarks do Gemma 7B and Wizardlm 13b share?
10 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Wizardlm 13b has 10.