# Laguna M.1 vs Llama 3-70B

> Laguna M.1 is the stronger model overall, scoring 32.5 to 28.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/laguna-m-1-vs-llama-3-70b
- Last updated: 2026-10-12
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where Laguna M.1 leads 21.1 to 12.8.

## Snapshot

| | Laguna M.1 | Llama 3-70B |
|---|---|---|
| Provider | Poolside | Meta |
| Noometry Index | 32.5 | 28.8 |
| Rank | 256 | 323 |
| Context | 262K | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Laguna M.1: 36.6 (#204)
- Llama 3-70B: 35.8 (#218)

| Benchmark | Laguna M.1 | Llama 3-70B |
|---|---|---|
| LMArena WebDev | 1349 | — |
| BigCodeBench Instruct | — | 43.6% |
| LMArena Coding | — | 1206 |
| BigCodeBench Complete | — | 54.5% |
| HumanEval+ | — | 72% |
| MBPP+ | — | 69% |

## Agentic & Tool Use

- Laguna M.1: —
- Llama 3-70B: 21.1 (#139)

| Benchmark | Laguna M.1 | Llama 3-70B |
|---|---|---|
| Cybench | — | 5% |

## Reasoning

- Laguna M.1: 23.1 (#184)
- Llama 3-70B: 18.0 (#288)

| Benchmark | Laguna M.1 | Llama 3-70B |
|---|---|---|
| Kagi LLM Benchmark | — | 35.1% |
| LMArena Hard Prompts | — | 1195 |
| DTBench | — | 54.2% |
| Surface Evolver Bench | 15.6% | — |
| Epoch Capabilities Index | — | 122.93 |
| ForecastBench | — | 57.1 |
| WinoGrande | — | 83.5% |

## Math

- Laguna M.1: 21.1 (#283)
- Llama 3-70B: 12.8 (#305)

| Benchmark | Laguna M.1 | Llama 3-70B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 4.3% |
| ProofBench | 0% | — |
| LMArena Math | — | 1218 |
| MATH Level 5 | — | 22.6% |

## Knowledge

- Laguna M.1: —
- Llama 3-70B: 20.8 (#277)

| Benchmark | Laguna M.1 | Llama 3-70B |
|---|---|---|
| GPQA Diamond | — | 40.6% |
| LMArena Expert | — | 1149 |
| MMLU | — | 79.3% |

## Multilingual

- Laguna M.1: —
- Llama 3-70B: 33.6 (#251)

| Benchmark | Laguna M.1 | Llama 3-70B |
|---|---|---|
| LMArena Non-English | — | 1142 |
| LMArena Chinese | — | 1114 |
| LMArena French | — | 1232 |
| LMArena German | — | 1169 |
| LMArena Japanese | — | 1017 |
| LMArena Korean | — | 1017 |
| LMArena Russian | — | 1159 |
| LMArena Spanish | — | 1241 |

## Instruction Following

- Laguna M.1: —
- Llama 3-70B: 62.5 (#238)

| Benchmark | Laguna M.1 | Llama 3-70B |
|---|---|---|
| LMArena Instruction Following | — | 1194 |

## Long Context

- Laguna M.1: —
- Llama 3-70B: 35.6 (#240)

| Benchmark | Laguna M.1 | Llama 3-70B |
|---|---|---|
| LMArena Longer Query | — | 1174 |

## Writing & Preference

- Laguna M.1: —
- Llama 3-70B: 42.8 (#231)

| Benchmark | Laguna M.1 | Llama 3-70B |
|---|---|---|
| LMArena Text | — | 1221 |
| LMArena Creative Writing | — | 1210 |
| LMArena Multi-Turn | — | 1223 |

## FAQ

### Is Laguna M.1 better than Llama 3-70B?

Laguna M.1 is the stronger model overall, scoring 32.5 to 28.8 on the Noometry Index.

### Is Laguna M.1 or Llama 3-70B better for coding?

They score almost the same on coding (36.6 vs 35.8); test both on your own repository before choosing.

### How many benchmarks do Laguna M.1 and Llama 3-70B share?

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Llama 3-70B has 31.