Model comparison
Laguna M.1 vs Nova Premier 1.0
Nova Premier 1.0 is the stronger model overall, scoring 38.3 to 32.5 on the Noometry Index.
Last verified . 0 shared benchmarks.
PoolsideSummary
- The widest gap is in math, where Nova Premier 1.0 leads 33.8 to 21.1.
- Nova Premier 1.0 accepts more context: 1M tokens versus 262K.
- Laguna M.1 has downloadable open weights; the other is API-only.
Side by side
| Laguna M.1 | Nova Premier 1.0 | |
|---|---|---|
| Provider | Poolside | Amazon |
| Noometry Index | 32.5 | 38.3 |
| Released | 2026-04-28 | 2025-04-30 |
| Weights | Open | Proprietary |
| Context window | 262K | 1M |
| Max output | 33K | 10K |
| Input $ / M tokens | — | $2.50 |
| Output $ / M tokens | — | $12.50 |
| Results tracked | 3 | 6 |
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Category by category
Coding Not comparable
Laguna M.1: 36.6 (#204), Nova Premier 1.0: —
| Benchmark | Laguna M.1 | Nova Premier 1.0 |
|---|---|---|
| LMArena WebDev | 1349 | — |
Reasoning Too close to call
Laguna M.1: 23.1 (#184), Nova Premier 1.0: 23.0 (#185)
| Benchmark | Laguna M.1 | Nova Premier 1.0 |
|---|---|---|
| Kagi LLM Benchmark | — | 44.8% |
| Surface Evolver Bench | 15.6% | — |
Math Nova Premier 1.0 leads
Laguna M.1: 21.1 (#283), Nova Premier 1.0: 33.8 (#199)
| Benchmark | Laguna M.1 | Nova Premier 1.0 |
|---|---|---|
| ProofBench | 0% | — |
| Omni-MATH | — | 35% |
Knowledge Not comparable
Laguna M.1: —, Nova Premier 1.0: 35.8 (#180)
| Benchmark | Laguna M.1 | Nova Premier 1.0 |
|---|---|---|
| MMLU-Pro | — | 72.6% |
| GPQA (HELM) | — | 51.8% |
Instruction Following Not comparable
Laguna M.1: —, Nova Premier 1.0: 66.8 (#204)
| Benchmark | Laguna M.1 | Nova Premier 1.0 |
|---|---|---|
| IFEval | — | 80.3% |
Writing & Preference Not comparable
Laguna M.1: —, Nova Premier 1.0: 51.0 (#178)
| Benchmark | Laguna M.1 | Nova Premier 1.0 |
|---|---|---|
| WildBench | — | 78.8% |
Frequently asked questions
Is Laguna M.1 better than Nova Premier 1.0?
Nova Premier 1.0 is the stronger model overall, scoring 38.3 to 32.5 on the Noometry Index.
Which has the bigger context window?
Nova Premier 1.0 does, with 1M tokens against 262K.
How many benchmarks do Laguna M.1 and Nova Premier 1.0 share?
0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Nova Premier 1.0 has 6.