Model comparison
Laguna M.1 vs o1-pro
Laguna M.1 and o1-pro score almost the same on the Noometry Index (32.5 vs 31.5), so choose on price, context window or the category you care about most.
Last verified . 0 shared benchmarks.
PoolsideSummary
- Laguna M.1 accepts more context: 262K tokens versus 200K.
- Laguna M.1 has downloadable open weights; the other is API-only.
Side by side
| Laguna M.1 | o1-pro | |
|---|---|---|
| Provider | Poolside | OpenAI |
| Noometry Index | 32.5 | 31.5 |
| Released | 2026-04-28 | 2025-03-19 |
| Weights | Open | Proprietary |
| Context window | 262K | 200K |
| Max output | 33K | 100K |
| Input $ / M tokens | — | $150 |
| Output $ / M tokens | — | $600 |
| Results tracked | 3 | 3 |
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Category by category
Coding Not comparable
Laguna M.1: 36.6 (#204), o1-pro: —
| Benchmark | Laguna M.1 | o1-pro |
|---|---|---|
| LMArena WebDev | 1349 | — |
Reasoning Laguna M.1 leads
Laguna M.1: 23.1 (#184), o1-pro: 20.4 (#239)
| Benchmark | Laguna M.1 | o1-pro |
|---|---|---|
| ARC-AGI-1 | — | 23.3% |
| EnigmaEval | — | 6.1% |
| Surface Evolver Bench | 15.6% | — |
Math Not comparable
Laguna M.1: 21.1 (#283), o1-pro: —
| Benchmark | Laguna M.1 | o1-pro |
|---|---|---|
| ProofBench | 0% | — |
Knowledge Not comparable
Laguna M.1: —, o1-pro: 29.7 (#234)
| Benchmark | Laguna M.1 | o1-pro |
|---|---|---|
| Humanity's Last Exam | — | 8.1% |
Frequently asked questions
Is Laguna M.1 better than o1-pro?
Laguna M.1 and o1-pro score almost the same on the Noometry Index (32.5 vs 31.5), so choose on price, context window or the category you care about most.
Which has the bigger context window?
Laguna M.1 does, with 262K tokens against 200K.
How many benchmarks do Laguna M.1 and o1-pro share?
0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and o1-pro has 3.