# DeepSeek Coder 33B vs Laguna M.1

> Laguna M.1 has enough public results to be ranked (#252); DeepSeek Coder 33B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/deepseek-coder-33b-vs-laguna-m-1
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Snapshot

| | DeepSeek Coder 33B | Laguna M.1 |
|---|---|---|
| Provider | DeepSeek | Poolside |
| Noometry Index | 38.3 | 31.9 |
| Rank | — | 252 |
| Context | — | 262K |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- DeepSeek Coder 33B: 37.4 (#180)
- Laguna M.1: 36.4 (#195)

| Benchmark | DeepSeek Coder 33B | Laguna M.1 |
|---|---|---|
| LMArena WebDev | — | 1348 |
| BigCodeBench Instruct | 42% | — |
| BigCodeBench Complete | 51.1% | — |
| HumanEval+ | 75% | — |
| MBPP+ | 70.1% | — |

## Reasoning

- DeepSeek Coder 33B: —
- Laguna M.1: 21.9 (#187)

| Benchmark | DeepSeek Coder 33B | Laguna M.1 |
|---|---|---|
| Surface Evolver Bench | — | 15.6% |
| Epoch Capabilities Index | 95.74 | — |
| WinoGrande | 62% | — |

## Math

- DeepSeek Coder 33B: —
- Laguna M.1: 20.3 (#276)

| Benchmark | DeepSeek Coder 33B | Laguna M.1 |
|---|---|---|
| ProofBench | — | 0% |
| GSM8K | 35.4% | — |

## Knowledge

- DeepSeek Coder 33B: —
- Laguna M.1: —

| Benchmark | DeepSeek Coder 33B | Laguna M.1 |
|---|---|---|
| ARC (AI2) Challenge | 42.2% | — |
| MMLU | 39.4% | — |

## FAQ

### Is DeepSeek Coder 33B better than Laguna M.1?

Laguna M.1 has enough public results to be ranked (#252); DeepSeek Coder 33B does not yet, so treat this comparison as directional.

### Is DeepSeek Coder 33B or Laguna M.1 better for coding?

DeepSeek Coder 33B scores higher on coding benchmarks: 37.4 versus 36.4 in the Noometry coding category.

### How many benchmarks do DeepSeek Coder 33B and Laguna M.1 share?

0 benchmarks have published results for both models. DeepSeek Coder 33B has 9 scored results on Noometry and Laguna M.1 has 3.