Model comparison
Claude 3 Sonnet vs Laguna M.1
Laguna M.1 is the stronger model overall, scoring 31.9 to 28.8 on the Noometry Index.
Last verified . 0 shared benchmarks.
PoolsideSummary
- The widest gap is in math, where Laguna M.1 leads 20.3 to 10.0.
- Laguna M.1 has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Sonnet | Laguna M.1 | |
|---|---|---|
| Provider | Anthropic | Poolside |
| Noometry Index | 28.8 | 31.9 |
| Released | 2024-02-29 | 2026-04-28 |
| Weights | Proprietary | Open |
| Context window | — | 262K |
| Max output | — | 33K |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 30 | 3 |
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Category by category
Coding Laguna M.1 leads
Claude 3 Sonnet: 29.2 (#296), Laguna M.1: 36.4 (#195)
| Benchmark | Claude 3 Sonnet | Laguna M.1 |
|---|---|---|
| LMArena WebDev | — | 1348 |
| WeirdML | 10.2% | — |
| BigCodeBench Instruct | 42.7% | — |
| LMArena Coding | 1223 | — |
| BigCodeBench Complete | 53.8% | — |
| HumanEval+ | 64% | — |
| MBPP+ | 69.3% | — |
Reasoning Laguna M.1 leads
Claude 3 Sonnet: 19.7 (#232), Laguna M.1: 21.9 (#187)
| Benchmark | Claude 3 Sonnet | Laguna M.1 |
|---|---|---|
| LMArena Hard Prompts | 1197 | — |
| DTBench | 53.6% | — |
| Surface Evolver Bench | — | 15.6% |
| Epoch Capabilities Index | 120.69 | — |
| WinoGrande | 75.1% | — |
Math Laguna M.1 leads
Claude 3 Sonnet: 10.0 (#305), Laguna M.1: 20.3 (#276)
| Benchmark | Claude 3 Sonnet | Laguna M.1 |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 2.5% | — |
| ProofBench | — | 0% |
| LMArena Math | 1213 | — |
| MATH Level 5 | 18.2% | — |
Knowledge Not comparable
Claude 3 Sonnet: 21.1 (#271), Laguna M.1: —
| Benchmark | Claude 3 Sonnet | Laguna M.1 |
|---|---|---|
| GPQA Diamond | 40.6% | — |
| LMArena Expert | 1173 | — |
| MMLU | 75.9% | — |
Multimodal Not comparable
Claude 3 Sonnet: 24.7 (#120), Laguna M.1: —
| Benchmark | Claude 3 Sonnet | Laguna M.1 |
|---|---|---|
| LMArena Vision | 984 | — |
Multilingual Not comparable
Claude 3 Sonnet: 38.0 (#229), Laguna M.1: —
| Benchmark | Claude 3 Sonnet | Laguna M.1 |
|---|---|---|
| LMArena Non-English | 1205 | — |
| LMArena Chinese | 1188 | — |
| LMArena French | 1228 | — |
| LMArena German | 1204 | — |
| LMArena Japanese | 1131 | — |
| LMArena Korean | 1128 | — |
| LMArena Russian | 1227 | — |
| LMArena Spanish | 1204 | — |
Instruction Following Not comparable
Claude 3 Sonnet: 63.1 (#230), Laguna M.1: —
| Benchmark | Claude 3 Sonnet | Laguna M.1 |
|---|---|---|
| LMArena Instruction Following | 1200 | — |
Long Context Not comparable
Claude 3 Sonnet: 36.7 (#223), Laguna M.1: —
| Benchmark | Claude 3 Sonnet | Laguna M.1 |
|---|---|---|
| LMArena Longer Query | 1211 | — |
Writing & Preference Not comparable
Claude 3 Sonnet: 42.3 (#233), Laguna M.1: —
| Benchmark | Claude 3 Sonnet | Laguna M.1 |
|---|---|---|
| LMArena Text | 1218 | — |
| LMArena Creative Writing | 1186 | — |
| LMArena Multi-Turn | 1227 | — |
Frequently asked questions
Is Claude 3 Sonnet better than Laguna M.1?
Laguna M.1 is the stronger model overall, scoring 31.9 to 28.8 on the Noometry Index.
Is Claude 3 Sonnet or Laguna M.1 better for coding?
Laguna M.1 scores higher on coding benchmarks: 36.4 versus 29.2 in the Noometry coding category.
How many benchmarks do Claude 3 Sonnet and Laguna M.1 share?
0 benchmarks have published results for both models. Claude 3 Sonnet has 30 scored results on Noometry and Laguna M.1 has 3.