# Laguna M.1 vs Yi-34B

> Laguna M.1 is the stronger model overall, scoring 32.5 to 27.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-yi-34b
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in coding, where Laguna M.1 leads 36.6 to 32.3.

## Snapshot

| | Laguna M.1 | Yi-34B |
|---|---|---|
| Provider | Poolside | 01.AI |
| Noometry Index | 32.5 | 27.8 |
| Rank | 256 | 329 |
| Context | 262K | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.6 (#204)
- Yi-34B: 32.3 (#274)

| Benchmark | Laguna M.1 | Yi-34B |
|---|---|---|
| LMArena WebDev | 1349 | — |
| LMArena Coding | — | 1112 |

## Reasoning

- Laguna M.1: 23.1 (#184)
- Yi-34B: 21.2 (#226)

| Benchmark | Laguna M.1 | Yi-34B |
|---|---|---|
| LMArena Hard Prompts | — | 1104 |
| Surface Evolver Bench | 15.6% | — |
| BIG-Bench Hard | — | 71.7% |
| Epoch Capabilities Index | — | 117.39 |

## Math

- Laguna M.1: 21.1 (#283)
- Yi-34B: 21.6 (#282)

| Benchmark | Laguna M.1 | Yi-34B |
|---|---|---|
| ProofBench | 0% | — |
| LMArena Math | — | 1114 |
| MATH Level 5 | — | 5.1% |
| GSM8K | — | 76% |

## Knowledge

- Laguna M.1: —
- Yi-34B: 7.5 (#309)

| Benchmark | Laguna M.1 | Yi-34B |
|---|---|---|
| GPQA Diamond | — | 14.7% |
| LMArena Expert | — | 1061 |
| MMLU | — | 76.3% |

## Multilingual

- Laguna M.1: —
- Yi-34B: 29.7 (#264)

| Benchmark | Laguna M.1 | Yi-34B |
|---|---|---|
| LMArena Non-English | — | 1079 |
| LMArena Chinese | — | 1176 |
| LMArena French | — | 1081 |
| LMArena German | — | 1042 |
| LMArena Japanese | — | 993 |
| LMArena Korean | — | 959 |
| LMArena Russian | — | 1050 |
| LMArena Spanish | — | 1070 |

## Instruction Following

- Laguna M.1: —
- Yi-34B: 56.2 (#274)

| Benchmark | Laguna M.1 | Yi-34B |
|---|---|---|
| LMArena Instruction Following | — | 1091 |

## Long Context

- Laguna M.1: —
- Yi-34B: 33.2 (#264)

| Benchmark | Laguna M.1 | Yi-34B |
|---|---|---|
| LMArena Longer Query | — | 1094 |

## Writing & Preference

- Laguna M.1: —
- Yi-34B: 34.1 (#273)

| Benchmark | Laguna M.1 | Yi-34B |
|---|---|---|
| LMArena Text | — | 1129 |
| LMArena Creative Writing | — | 1108 |
| LMArena Multi-Turn | — | 1113 |

## FAQ

### Is Laguna M.1 better than Yi-34B?

Laguna M.1 is the stronger model overall, scoring 32.5 to 27.8 on the Noometry Index.

### Is Laguna M.1 or Yi-34B better for coding?

Laguna M.1 scores higher on coding benchmarks: 36.6 versus 32.3 in the Noometry coding category.

### How many benchmarks do Laguna M.1 and Yi-34B share?

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Yi-34B has 23.