Model comparison
Gemma 7B vs MiMo-V2-Omni
MiMo-V2-Omni is the stronger model overall, scoring 43.6 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 MiMo-V2-Omni in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where MiMo-V2-Omni leads 61.4 to 27.1.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Gemma 7B | MiMo-V2-Omni | |
|---|---|---|
| Provider | Xiaomi | |
| Noometry Index | 30.0 | 43.6 |
| Released | 2024-02-21 | 2026-03-18 |
| Weights | Open | Proprietary |
| Context window | — | 262K |
| Max output | — | 131K |
| Input $ / M tokens | — | $0.14 |
| Output $ / M tokens | — | $0.28 |
| Results tracked | 27 | 18 |
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Category by category
Coding MiMo-V2-Omni leads
Gemma 7B: 30.5 (#294), MiMo-V2-Omni: 43.3 (#89)
| Benchmark | Gemma 7B | MiMo-V2-Omni |
|---|---|---|
| LMArena Coding | 1048 | 1466 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning MiMo-V2-Omni leads
Gemma 7B: 19.9 (#249), MiMo-V2-Omni: 29.7 (#88)
| Benchmark | Gemma 7B | MiMo-V2-Omni |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1445 |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math MiMo-V2-Omni leads
Gemma 7B: 31.2 (#228), MiMo-V2-Omni: 39.1 (#115)
| Benchmark | Gemma 7B | MiMo-V2-Omni |
|---|---|---|
| LMArena Math | 1066 | 1430 |
| GSM8K | 46.4% | — |
Knowledge MiMo-V2-Omni leads
Gemma 7B: 27.3 (#252), MiMo-V2-Omni: 40.5 (#118)
| Benchmark | Gemma 7B | MiMo-V2-Omni |
|---|---|---|
| LMArena Expert | 1001 | 1449 |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multimodal Not comparable
Gemma 7B: —, MiMo-V2-Omni: 38.6 (#63)
| Benchmark | Gemma 7B | MiMo-V2-Omni |
|---|---|---|
| LMArena Vision | — | 1228 |
Multilingual MiMo-V2-Omni leads
Gemma 7B: 25.1 (#287), MiMo-V2-Omni: 51.8 (#102)
| Benchmark | Gemma 7B | MiMo-V2-Omni |
|---|---|---|
| LMArena Non-English | 999 | 1404 |
| LMArena Chinese | 1035 | 1465 |
| LMArena French | 1025 | 1447 |
| LMArena Russian | 993 | 1412 |
| LMArena German | — | 1399 |
| LMArena Japanese | — | 1317 |
| LMArena Korean | — | 1355 |
| LMArena Spanish | — | 1434 |
Instruction Following MiMo-V2-Omni leads
Gemma 7B: 51.5 (#295), MiMo-V2-Omni: 75.2 (#66)
| Benchmark | Gemma 7B | MiMo-V2-Omni |
|---|---|---|
| LMArena Instruction Following | 1017 | 1428 |
Long Context MiMo-V2-Omni leads
Gemma 7B: 31.1 (#282), MiMo-V2-Omni: 44.1 (#76)
| Benchmark | Gemma 7B | MiMo-V2-Omni |
|---|---|---|
| LMArena Longer Query | 1022 | 1442 |
Writing & Preference MiMo-V2-Omni leads
Gemma 7B: 27.1 (#302), MiMo-V2-Omni: 61.4 (#87)
| Benchmark | Gemma 7B | MiMo-V2-Omni |
|---|---|---|
| LMArena Text | 1056 | 1423 |
| LMArena Creative Writing | 1024 | 1392 |
| LMArena Multi-Turn | 963 | 1445 |
Frequently asked questions
Is Gemma 7B better than MiMo-V2-Omni?
MiMo-V2-Omni is the stronger model overall, scoring 43.6 to 30.0 on the Noometry Index.
Is Gemma 7B or MiMo-V2-Omni better for coding?
MiMo-V2-Omni scores higher on coding benchmarks: 43.3 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and MiMo-V2-Omni share?
13 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and MiMo-V2-Omni has 18.