Model comparison
Claude 3.5 Haiku vs Laguna M.1
Laguna M.1 is the stronger model overall, scoring 32.5 to 29.2 on the Noometry Index.
Last verified . 0 shared benchmarks.
PoolsideSummary
- The widest gap is in math, where Laguna M.1 leads 21.1 to 14.7.
- Laguna M.1 has downloadable open weights; the other is API-only.
Side by side
| Claude 3.5 Haiku | Laguna M.1 | |
|---|---|---|
| Provider | Anthropic | Poolside |
| Noometry Index | 29.2 | 32.5 |
| Released | 2024-10-22 | 2026-04-28 |
| Weights | Proprietary | Open |
| Context window | — | 262K |
| Max output | — | 33K |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 49 | 3 |
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Category by category
Coding Laguna M.1 leads
Claude 3.5 Haiku: 32.9 (#265), Laguna M.1: 36.6 (#204)
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| Aider Polyglot | 28% | — |
| LMArena WebDev | — | 1349 |
| SciCode | 27.4% | — |
| WeirdML | 30.7% | — |
| BigCodeBench Instruct | 46.1% | — |
| LiveBench Coding | 51.4% | — |
| LMArena Coding | 1286 | — |
| BigCodeBench Complete | 59% | — |
| CadEval | 32% | — |
Agentic & Tool Use Not comparable
Claude 3.5 Haiku: 28.0 (#95), Laguna M.1: —
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| BALROG | 19.3% | — |
Reasoning Laguna M.1 leads
Claude 3.5 Haiku: 17.7 (#290), Laguna M.1: 23.1 (#184)
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| CritPt | 0% | — |
| LiveBench Reasoning | 28.1% | — |
| LMArena Hard Prompts | 1251 | — |
| DTBench | 56.7% | — |
| LiveBench Data Analysis | 48.5% | — |
| Surface Evolver Bench | — | 15.6% |
| Epoch Capabilities Index | 127.15 | — |
| LiveBench | 43.5% | — |
Math Laguna M.1 leads
Claude 3.5 Haiku: 14.7 (#300), Laguna M.1: 21.1 (#283)
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 4.3% | — |
| ProofBench | — | 0% |
| Omni-MATH | 22.4% | — |
| LiveBench Math | 35.5% | — |
| LMArena Math | 1244 | — |
| MATH Level 5 | 46.4% | — |
| FrontierMath (Feb 2025 set) | 0.3% | — |
Knowledge Not comparable
Claude 3.5 Haiku: 18.7 (#281), Laguna M.1: —
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| GPQA Diamond | 38.1% | — |
| MMLU-Pro | 60.5% | — |
| Confabulations | 36.7% | — |
| GPQA (HELM) | 36.3% | — |
| LMArena Expert | 1208 | — |
| MMLU | 74.3% | — |
Multimodal Not comparable
Claude 3.5 Haiku: 26.8 (#117), Laguna M.1: —
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| LMArena Vision | 1092 | — |
| GeoBench | 34% | — |
Multilingual Not comparable
Claude 3.5 Haiku: 40.0 (#218), Laguna M.1: —
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| LMArena Non-English | 1238 | — |
| LMArena Chinese | 1229 | — |
| LMArena French | 1264 | — |
| LMArena German | 1237 | — |
| LMArena Japanese | 1175 | — |
| LMArena Korean | 1173 | — |
| LMArena Russian | 1253 | — |
| LMArena Spanish | 1261 | — |
Instruction Following Not comparable
Claude 3.5 Haiku: 62.9 (#234), Laguna M.1: —
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| LiveBench Instruction Following | 61.9% | — |
| IFEval | 79.2% | — |
| LMArena Instruction Following | 1241 | — |
Long Context Not comparable
Claude 3.5 Haiku: 38.3 (#200), Laguna M.1: —
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| LMArena Longer Query | 1261 | — |
Writing & Preference Not comparable
Claude 3.5 Haiku: 42.7 (#234), Laguna M.1: —
| Benchmark | Claude 3.5 Haiku | Laguna M.1 |
|---|---|---|
| LMArena Text | 1255 | — |
| LMArena Creative Writing | 1233 | — |
| Short-Story Creative Writing | 73.5% | — |
| EQ-Bench Creative Writing | 1146 | — |
| WildBench | 76% | — |
| LMArena Multi-Turn | 1265 | — |
| LiveBench Language | 35.4% | — |
Frequently asked questions
Is Claude 3.5 Haiku better than Laguna M.1?
Laguna M.1 is the stronger model overall, scoring 32.5 to 29.2 on the Noometry Index.
Is Claude 3.5 Haiku or Laguna M.1 better for coding?
Laguna M.1 scores higher on coding benchmarks: 36.6 versus 32.9 in the Noometry coding category.
How many benchmarks do Claude 3.5 Haiku and Laguna M.1 share?
0 benchmarks have published results for both models. Claude 3.5 Haiku has 49 scored results on Noometry and Laguna M.1 has 3.