Model comparison
Laguna M.1 vs phi-3-medium 14B
Laguna M.1 is the stronger model overall, scoring 31.9 to 29.1 on the Noometry Index.
Last verified . 0 shared benchmarks.
Poolside
MicrosoftSummary
- The widest gap is in math, where phi-3-medium 14B leads 25.2 to 20.3.
Side by side
| Laguna M.1 | phi-3-medium 14B | |
|---|---|---|
| Provider | Poolside | Microsoft |
| Noometry Index | 31.9 | 29.1 |
| Released | 2026-04-28 | 2024-04-23 |
| Weights | Open | Open |
| Context window | 262K | — |
| Max output | 33K | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 3 | 13 |
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Category by category
Coding Too close to call
Laguna M.1: 36.4 (#195), phi-3-medium 14B: 36.3 (#198)
| Benchmark | Laguna M.1 | phi-3-medium 14B |
|---|---|---|
| LMArena WebDev | 1348 | — |
| BigCodeBench Instruct | — | 37.6% |
| BigCodeBench Complete | — | 48.7% |
Reasoning Not comparable
Laguna M.1: 21.9 (#187), phi-3-medium 14B: —
| Benchmark | Laguna M.1 | phi-3-medium 14B |
|---|---|---|
| Surface Evolver Bench | 15.6% | — |
| Adversarial NLI | — | 55.8% |
| BIG-Bench Hard | — | 81.4% |
| Epoch Capabilities Index | — | 121.18 |
| HellaSwag | — | 82.4% |
| WinoGrande | — | 81.5% |
Math phi-3-medium 14B leads
Laguna M.1: 20.3 (#276), phi-3-medium 14B: 25.2 (#249)
| Benchmark | Laguna M.1 | phi-3-medium 14B |
|---|---|---|
| ProofBench | 0% | — |
| MATH Level 5 | — | 17.6% |
Knowledge Not comparable
Laguna M.1: —, phi-3-medium 14B: 9.1 (#301)
| Benchmark | Laguna M.1 | phi-3-medium 14B |
|---|---|---|
| GPQA Diamond | — | 27.6% |
| ARC (AI2) Challenge | — | 91.6% |
| MMLU | — | 78% |
| OpenBookQA | — | 87.4% |
| TriviaQA | — | 73.9% |
Frequently asked questions
Is Laguna M.1 better than phi-3-medium 14B?
Laguna M.1 is the stronger model overall, scoring 31.9 to 29.1 on the Noometry Index.
Is Laguna M.1 or phi-3-medium 14B better for coding?
They score almost the same on coding (36.4 vs 36.3); test both on your own repository before choosing.
How many benchmarks do Laguna M.1 and phi-3-medium 14B share?
0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and phi-3-medium 14B has 13.