Model comparison
Grok 4 Fast vs MiniMax-M2.5
Grok 4 Fast is the stronger model overall, scoring 39.4 to 38.3 on the Noometry Index.
Last verified . 23 shared benchmarks.
Summary
- They share 23 benchmarks with published results for both. Grok 4 Fast scores higher in 6 categories and MiniMax-M2.5 in 3 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in long context, where Grok 4 Fast leads 63.2 to 37.5.
- The biggest single-benchmark swing is ARC-AGI-1: 48.5% for Grok 4 Fast and 63.7% for MiniMax-M2.5.
- MiniMax-M2.5 has downloadable open weights; the other is API-only.
Side by side
| Grok 4 Fast | MiniMax-M2.5 | |
|---|---|---|
| Provider | xAI | MiniMax |
| Noometry Index | 39.4 | 38.3 |
| Released | 2025-09-19 | 2026-02-12 |
| Weights | Proprietary | Open |
| Context window | — | 205K |
| Max output | — | 131K |
| Input $ / M tokens | — | $0.30 |
| Output $ / M tokens | — | $1.20 |
| Results tracked | 30 | 33 |
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Category by category
Coding MiniMax-M2.5 leads
Grok 4 Fast: 32.5 (#271), MiniMax-M2.5: 48.1 (#58)
| Benchmark | Grok 4 Fast | MiniMax-M2.5 |
|---|---|---|
| LMArena WebDev | 1159 | 1387 |
| LMArena Coding | 1429 | 1381 |
| SWE-bench Verified (bash only) | — | 75.8% |
| SWE-bench Multilingual | — | 68.3% |
| WeirdML | 42.9% | — |
| ALE-Bench | — | 618.17 |
Agentic & Tool Use Too close to call
Grok 4 Fast: 29.5 (#86), MiniMax-M2.5: 30.4 (#77)
| Benchmark | Grok 4 Fast | MiniMax-M2.5 |
|---|---|---|
| Terminal-Bench | — | 42.7% |
| τ²-bench Banking | 15.7% | — |
| Cybench | 30% | — |
| LMArena Search | 1171 | — |
| Vending-Bench 2 | — | -23.16 |
Reasoning Grok 4 Fast leads
Grok 4 Fast: 22.2 (#201), MiniMax-M2.5: 17.5 (#292)
| Benchmark | Grok 4 Fast | MiniMax-M2.5 |
|---|---|---|
| ARC-AGI-2 | 5.3% | 4.9% |
| Kagi LLM Benchmark | 66.1% | 55.2% |
| ARC-AGI-1 | 48.5% | 63.7% |
| LMArena Hard Prompts | 1412 | 1372 |
| Epoch Capabilities Index | 144.2 | 146.68 |
| NYT Connections (extended) | — | 16.8% |
| DTBench | 82.7% | — |
| ForecastBench | 60.5 | — |
Math Grok 4 Fast leads
Grok 4 Fast: 38.9 (#123), MiniMax-M2.5: 26.9 (#253)
| Benchmark | Grok 4 Fast | MiniMax-M2.5 |
|---|---|---|
| LMArena Math | 1419 | 1378 |
| ProofBench | — | 4% |
Knowledge MiniMax-M2.5 leads
Grok 4 Fast: 32.0 (#214), MiniMax-M2.5: 39.2 (#135)
| Benchmark | Grok 4 Fast | MiniMax-M2.5 |
|---|---|---|
| Vectara Hallucination Rate | 19.7% | 9.1% |
| LMArena Expert | 1411 | 1379 |
Multilingual Grok 4 Fast leads
Grok 4 Fast: 51.3 (#111), MiniMax-M2.5: 47.1 (#152)
| Benchmark | Grok 4 Fast | MiniMax-M2.5 |
|---|---|---|
| LMArena Non-English | 1396 | 1338 |
| LMArena Chinese | 1457 | 1393 |
| LMArena French | 1431 | 1362 |
| LMArena German | 1383 | 1362 |
| LMArena Japanese | 1352 | 1171 |
| LMArena Korean | 1357 | 1232 |
| LMArena Russian | 1389 | 1358 |
| LMArena Spanish | 1415 | 1354 |
Instruction Following Grok 4 Fast leads
Grok 4 Fast: 73.2 (#121), MiniMax-M2.5: 71.5 (#148)
| Benchmark | Grok 4 Fast | MiniMax-M2.5 |
|---|---|---|
| LMArena Instruction Following | 1387 | 1353 |
Long Context Grok 4 Fast leads
Grok 4 Fast: 63.2 (#3), MiniMax-M2.5: 37.5 (#216)
| Benchmark | Grok 4 Fast | MiniMax-M2.5 |
|---|---|---|
| LMArena Longer Query | 1415 | 1366 |
| Fiction.LiveBench | 94.4% | — |
| CL-bench | — | 11.4% |
| CL-bench Life | — | 6.3% |
Writing & Preference Grok 4 Fast leads
Grok 4 Fast: 60.0 (#102), MiniMax-M2.5: 53.9 (#153)
| Benchmark | Grok 4 Fast | MiniMax-M2.5 |
|---|---|---|
| LMArena Text | 1407 | 1359 |
| LMArena Creative Writing | 1387 | 1331 |
| LMArena Multi-Turn | 1414 | 1364 |
| EQ-Bench Creative Writing | — | 1361 |
Frequently asked questions
Is Grok 4 Fast better than MiniMax-M2.5?
Grok 4 Fast is the stronger model overall, scoring 39.4 to 38.3 on the Noometry Index.
Is Grok 4 Fast or MiniMax-M2.5 better for coding?
MiniMax-M2.5 scores higher on coding benchmarks: 48.1 versus 32.5 in the Noometry coding category.
How many benchmarks do Grok 4 Fast and MiniMax-M2.5 share?
23 benchmarks have published results for both models. Grok 4 Fast has 30 scored results on Noometry and MiniMax-M2.5 has 33.