# Laguna M.1 vs phi-3-medium 14B

> Laguna M.1 is the stronger model overall, scoring 32.5 to 29.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-phi-3-medium-14b
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where phi-3-medium 14B leads 27.3 to 21.1.

## Snapshot

| | Laguna M.1 | phi-3-medium 14B |
|---|---|---|
| Provider | Poolside | Microsoft |
| Noometry Index | 32.5 | 29.7 |
| Rank | 256 | 306 |
| Context | 262K | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.6 (#204)
- phi-3-medium 14B: 36.8 (#201)

| Benchmark | Laguna M.1 | phi-3-medium 14B |
|---|---|---|
| LMArena WebDev | 1349 | — |
| BigCodeBench Instruct | — | 37.6% |
| BigCodeBench Complete | — | 48.7% |

## Reasoning

- Laguna M.1: 23.1 (#184)
- 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 | — | 121.23 |
| HellaSwag | — | 82.4% |
| WinoGrande | — | 81.5% |

## Math

- Laguna M.1: 21.1 (#283)
- phi-3-medium 14B: 27.3 (#250)

| Benchmark | Laguna M.1 | phi-3-medium 14B |
|---|---|---|
| ProofBench | 0% | — |
| MATH Level 5 | — | 17.6% |

## Knowledge

- Laguna M.1: —
- phi-3-medium 14B: 9.1 (#306)

| 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% |

## FAQ

### Is Laguna M.1 better than phi-3-medium 14B?

Laguna M.1 is the stronger model overall, scoring 32.5 to 29.7 on the Noometry Index.

### Is Laguna M.1 or phi-3-medium 14B better for coding?

They score almost the same on coding (36.6 vs 36.8); 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.