Model comparison
Gemma 7B vs Grok 2 Mini 2024 08 13
Grok 2 Mini 2024 08 13 is the stronger model overall, scoring 37.7 to 30.0 on the Noometry Index.
Last verified . 13 shared benchmarks.
GoogleSummary
- They share 13 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and Grok 2 Mini 2024 08 13 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Grok 2 Mini 2024 08 13 leads 47.3 to 27.1.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Gemma 7B | Grok 2 Mini 2024 08 13 | |
|---|---|---|
| Provider | xAI | |
| Noometry Index | 30.0 | 37.7 |
| Released | 2024-02-21 | 2024-08-13 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 17 |
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Category by category
Coding Grok 2 Mini 2024 08 13 leads
Gemma 7B: 30.5 (#294), Grok 2 Mini 2024 08 13: 37.0 (#199)
| Benchmark | Gemma 7B | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Coding | 1048 | 1269 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Grok 2 Mini 2024 08 13 leads
Gemma 7B: 19.9 (#249), Grok 2 Mini 2024 08 13: 24.8 (#159)
| Benchmark | Gemma 7B | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1255 |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Grok 2 Mini 2024 08 13 leads
Gemma 7B: 31.2 (#228), Grok 2 Mini 2024 08 13: 35.4 (#185)
| Benchmark | Gemma 7B | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Math | 1066 | 1265 |
| GSM8K | 46.4% | — |
Knowledge Grok 2 Mini 2024 08 13 leads
Gemma 7B: 27.3 (#252), Grok 2 Mini 2024 08 13: 33.9 (#200)
| Benchmark | Gemma 7B | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Expert | 1001 | 1238 |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Grok 2 Mini 2024 08 13 leads
Gemma 7B: 25.1 (#287), Grok 2 Mini 2024 08 13: 41.4 (#208)
| Benchmark | Gemma 7B | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Non-English | 999 | 1257 |
| LMArena Chinese | 1035 | 1262 |
| LMArena French | 1025 | 1286 |
| LMArena Russian | 993 | 1261 |
| LMArena German | — | 1273 |
| LMArena Japanese | — | 1213 |
| LMArena Korean | — | 1195 |
| LMArena Spanish | — | 1279 |
Instruction Following Grok 2 Mini 2024 08 13 leads
Gemma 7B: 51.5 (#295), Grok 2 Mini 2024 08 13: 65.5 (#220)
| Benchmark | Gemma 7B | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Instruction Following | 1017 | 1245 |
Long Context Grok 2 Mini 2024 08 13 leads
Gemma 7B: 31.1 (#282), Grok 2 Mini 2024 08 13: 38.4 (#196)
| Benchmark | Gemma 7B | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Longer Query | 1022 | 1266 |
Writing & Preference Grok 2 Mini 2024 08 13 leads
Gemma 7B: 27.1 (#302), Grok 2 Mini 2024 08 13: 47.3 (#211)
| Benchmark | Gemma 7B | Grok 2 Mini 2024 08 13 |
|---|---|---|
| LMArena Text | 1056 | 1281 |
| LMArena Creative Writing | 1024 | 1242 |
| LMArena Multi-Turn | 963 | 1265 |
Frequently asked questions
Is Gemma 7B better than Grok 2 Mini 2024 08 13?
Grok 2 Mini 2024 08 13 is the stronger model overall, scoring 37.7 to 30.0 on the Noometry Index.
Is Gemma 7B or Grok 2 Mini 2024 08 13 better for coding?
Grok 2 Mini 2024 08 13 scores higher on coding benchmarks: 37.0 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and Grok 2 Mini 2024 08 13 share?
13 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Grok 2 Mini 2024 08 13 has 17.