Model comparison
Gemma 7B vs MiniMax-M2.5
MiniMax-M2.5 is the stronger model overall, scoring 38.3 to 30.0 on the Noometry Index.
Last verified . 14 shared benchmarks.
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MiniMaxSummary
- They share 14 benchmarks with published results for both. Gemma 7B scores higher in 2 categories and MiniMax-M2.5 in 6 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where MiniMax-M2.5 leads 53.9 to 27.1.
Side by side
| Gemma 7B | MiniMax-M2.5 | |
|---|---|---|
| Provider | MiniMax | |
| Noometry Index | 30.0 | 38.3 |
| Released | 2024-02-21 | 2026-02-12 |
| Weights | Open | Open |
| Context window | — | 205K |
| Max output | — | 131K |
| Input $ / M tokens | — | $0.30 |
| Output $ / M tokens | — | $1.20 |
| Results tracked | 27 | 33 |
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Category by category
Coding MiniMax-M2.5 leads
Gemma 7B: 30.5 (#294), MiniMax-M2.5: 48.1 (#58)
| Benchmark | Gemma 7B | MiniMax-M2.5 |
|---|---|---|
| LMArena Coding | 1048 | 1381 |
| SWE-bench Verified (bash only) | — | 75.8% |
| LMArena WebDev | — | 1387 |
| SWE-bench Multilingual | — | 68.3% |
| ALE-Bench | — | 618.17 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Agentic & Tool Use Not comparable
Gemma 7B: —, MiniMax-M2.5: 30.4 (#77)
| Benchmark | Gemma 7B | MiniMax-M2.5 |
|---|---|---|
| Terminal-Bench | — | 42.7% |
| Vending-Bench 2 | — | -23.16 |
Reasoning Gemma 7B leads
Gemma 7B: 19.9 (#249), MiniMax-M2.5: 17.5 (#292)
| Benchmark | Gemma 7B | MiniMax-M2.5 |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1372 |
| Epoch Capabilities Index | 111.99 | 146.68 |
| ARC-AGI-2 | — | 4.9% |
| Kagi LLM Benchmark | — | 55.2% |
| NYT Connections (extended) | — | 16.8% |
| ARC-AGI-1 | — | 63.7% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Gemma 7B leads
Gemma 7B: 31.2 (#228), MiniMax-M2.5: 26.9 (#253)
| Benchmark | Gemma 7B | MiniMax-M2.5 |
|---|---|---|
| LMArena Math | 1066 | 1378 |
| ProofBench | — | 4% |
| GSM8K | 46.4% | — |
Knowledge MiniMax-M2.5 leads
Gemma 7B: 27.3 (#252), MiniMax-M2.5: 39.2 (#135)
| Benchmark | Gemma 7B | MiniMax-M2.5 |
|---|---|---|
| LMArena Expert | 1001 | 1379 |
| Vectara Hallucination Rate | — | 9.1% |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual MiniMax-M2.5 leads
Gemma 7B: 25.1 (#287), MiniMax-M2.5: 47.1 (#152)
| Benchmark | Gemma 7B | MiniMax-M2.5 |
|---|---|---|
| LMArena Non-English | 999 | 1338 |
| LMArena Chinese | 1035 | 1393 |
| LMArena French | 1025 | 1362 |
| LMArena Russian | 993 | 1358 |
| LMArena German | — | 1362 |
| LMArena Japanese | — | 1171 |
| LMArena Korean | — | 1232 |
| LMArena Spanish | — | 1354 |
Instruction Following MiniMax-M2.5 leads
Gemma 7B: 51.5 (#295), MiniMax-M2.5: 71.5 (#148)
| Benchmark | Gemma 7B | MiniMax-M2.5 |
|---|---|---|
| LMArena Instruction Following | 1017 | 1353 |
Long Context MiniMax-M2.5 leads
Gemma 7B: 31.1 (#282), MiniMax-M2.5: 37.5 (#216)
| Benchmark | Gemma 7B | MiniMax-M2.5 |
|---|---|---|
| LMArena Longer Query | 1022 | 1366 |
| CL-bench | — | 11.4% |
| CL-bench Life | — | 6.3% |
Writing & Preference MiniMax-M2.5 leads
Gemma 7B: 27.1 (#302), MiniMax-M2.5: 53.9 (#153)
| Benchmark | Gemma 7B | MiniMax-M2.5 |
|---|---|---|
| LMArena Text | 1056 | 1359 |
| LMArena Creative Writing | 1024 | 1331 |
| LMArena Multi-Turn | 963 | 1364 |
| EQ-Bench Creative Writing | — | 1361 |
Frequently asked questions
Is Gemma 7B better than MiniMax-M2.5?
MiniMax-M2.5 is the stronger model overall, scoring 38.3 to 30.0 on the Noometry Index.
Is Gemma 7B or MiniMax-M2.5 better for coding?
MiniMax-M2.5 scores higher on coding benchmarks: 48.1 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and MiniMax-M2.5 share?
14 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and MiniMax-M2.5 has 33.