Model comparison
Grok-3 mini vs Laguna M.1
Grok-3 mini is the stronger model overall, scoring 41.2 to 32.5 on the Noometry Index.
Last verified . 0 shared benchmarks.
PoolsideSummary
- The widest gap is in math, where Grok-3 mini leads 42.1 to 21.1.
- Laguna M.1 has downloadable open weights; the other is API-only.
Side by side
| Grok-3 mini | Laguna M.1 | |
|---|---|---|
| Provider | xAI | Poolside |
| Noometry Index | 41.2 | 32.5 |
| Released | 2025-04-09 | 2026-04-28 |
| Weights | Proprietary | Open |
| Context window | — | 262K |
| Max output | — | 33K |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 35 | 3 |
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Category by category
Coding Grok-3 mini leads
Grok-3 mini: 40.8 (#131), Laguna M.1: 36.6 (#204)
| Benchmark | Grok-3 mini | Laguna M.1 |
|---|---|---|
| Aider Polyglot | 49.3% | — |
| LMArena WebDev | — | 1349 |
| WeirdML | 42.6% | — |
| LMArena Coding | 1379 | — |
Reasoning Laguna M.1 leads
Grok-3 mini: 13.6 (#334), Laguna M.1: 23.1 (#184)
| Benchmark | Grok-3 mini | Laguna M.1 |
|---|---|---|
| ARC-AGI-2 | 0.4% | — |
| Kagi LLM Benchmark | 61.3% | — |
| ARC-AGI-1 | 16.5% | — |
| LMArena Hard Prompts | 1375 | — |
| Surface Evolver Bench | — | 15.6% |
| Epoch Capabilities Index | 140.35 | — |
Math Grok-3 mini leads
Grok-3 mini: 42.1 (#85), Laguna M.1: 21.1 (#283)
| Benchmark | Grok-3 mini | Laguna M.1 |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 77.8% | — |
| ProofBench | — | 0% |
| Omni-MATH | 31.8% | — |
| LMArena Math | 1386 | — |
| MATH Level 5 | 90.9% | — |
| FrontierMath (Feb 2025 set) | 5.9% | — |
Knowledge Not comparable
Grok-3 mini: 46.4 (#81), Laguna M.1: —
| Benchmark | Grok-3 mini | Laguna M.1 |
|---|---|---|
| GPQA Diamond | 76.3% | — |
| MMLU-Pro | 79.9% | — |
| Confabulations | 10.8% | — |
| GPQA (HELM) | 67.5% | — |
| LMArena Expert | 1395 | — |
Multilingual Not comparable
Grok-3 mini: 48.1 (#145), Laguna M.1: —
| Benchmark | Grok-3 mini | Laguna M.1 |
|---|---|---|
| LMArena Non-English | 1352 | — |
| LMArena Chinese | 1387 | — |
| LMArena French | 1357 | — |
| LMArena German | 1349 | — |
| LMArena Japanese | 1342 | — |
| LMArena Korean | 1335 | — |
| LMArena Russian | 1353 | — |
| LMArena Spanish | 1381 | — |
Instruction Following Not comparable
Grok-3 mini: 78.5 (#9), Laguna M.1: —
| Benchmark | Grok-3 mini | Laguna M.1 |
|---|---|---|
| IFEval | 95.1% | — |
| LMArena Instruction Following | 1357 | — |
Long Context Not comparable
Grok-3 mini: 41.0 (#147), Laguna M.1: —
| Benchmark | Grok-3 mini | Laguna M.1 |
|---|---|---|
| Fiction.LiveBench | 66.7% | — |
| LMArena Longer Query | 1372 | — |
Writing & Preference Not comparable
Grok-3 mini: 52.5 (#169), Laguna M.1: —
| Benchmark | Grok-3 mini | Laguna M.1 |
|---|---|---|
| LMArena Text | 1370 | — |
| LMArena Creative Writing | 1342 | — |
| Short-Story Creative Writing | 73.5% | — |
| WildBench | 65.1% | — |
| LMArena Multi-Turn | 1355 | — |
Frequently asked questions
Is Grok-3 mini better than Laguna M.1?
Grok-3 mini is the stronger model overall, scoring 41.2 to 32.5 on the Noometry Index.
Is Grok-3 mini or Laguna M.1 better for coding?
Grok-3 mini scores higher on coding benchmarks: 40.8 versus 36.6 in the Noometry coding category.
How many benchmarks do Grok-3 mini and Laguna M.1 share?
0 benchmarks have published results for both models. Grok-3 mini has 35 scored results on Noometry and Laguna M.1 has 3.