Model comparison
Laguna M.1 vs StarCoder 2 7B
Laguna M.1 has enough public results to be ranked (#252); StarCoder 2 7B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
Poolside
NVIDIASide by side
| Laguna M.1 | StarCoder 2 7B | |
|---|---|---|
| Provider | Poolside | NVIDIA |
| Noometry Index | 31.9 | 36.5 |
| Released | 2026-04-28 | 2024-02-20 |
| Weights | Open | Open |
| Context window | 262K | — |
| Max output | 33K | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 3 | 7 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Laguna M.1 leads
Laguna M.1: 36.4 (#195), StarCoder 2 7B: 34.2
| Benchmark | Laguna M.1 | StarCoder 2 7B |
|---|---|---|
| LMArena WebDev | 1348 | — |
| BigCodeBench Complete | — | 27.7% |
| HumanEval+ | — | 29.9% |
Reasoning Not comparable
Laguna M.1: 21.9 (#187), StarCoder 2 7B: —
| Benchmark | Laguna M.1 | StarCoder 2 7B |
|---|---|---|
| Surface Evolver Bench | 15.6% | — |
| Epoch Capabilities Index | — | 92.92 |
| WinoGrande | — | 57.1% |
Math Not comparable
Laguna M.1: 20.3 (#276), StarCoder 2 7B: —
| Benchmark | Laguna M.1 | StarCoder 2 7B |
|---|---|---|
| ProofBench | 0% | — |
| GSM8K | — | 32.7% |
Knowledge Not comparable
Laguna M.1: —, StarCoder 2 7B: —
| Benchmark | Laguna M.1 | StarCoder 2 7B |
|---|---|---|
| ARC (AI2) Challenge | — | 38.7% |
| MMLU | — | 38.8% |
Frequently asked questions
Is Laguna M.1 better than StarCoder 2 7B?
Laguna M.1 has enough public results to be ranked (#252); StarCoder 2 7B does not yet, so treat this comparison as directional.
Is Laguna M.1 or StarCoder 2 7B better for coding?
Laguna M.1 scores higher on coding benchmarks: 36.4 versus 34.2 in the Noometry coding category.
How many benchmarks do Laguna M.1 and StarCoder 2 7B share?
0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and StarCoder 2 7B has 7.