Model comparison
Command A vs StarCoder 2 7B
Command A has enough public results to be ranked (#212); StarCoder 2 7B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
Summary
- The widest gap is in coding, where StarCoder 2 7B leads 34.2 to 26.8.
Side by side
| Command A | StarCoder 2 7B | |
|---|---|---|
| Provider | Cohere | NVIDIA |
| Noometry Index | 35.9 | 36.5 |
| Released | 2025-03-13 | 2024-02-20 |
| Weights | Open | Open |
| Context window | 256K | — |
| Max output | 8K | — |
| Input $ / M tokens | $2.50 | — |
| Output $ / M tokens | $10 | — |
| Results tracked | 24 | 7 |
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Category by category
Coding StarCoder 2 7B leads
Command A: 26.8 (#317), StarCoder 2 7B: 34.2
| Benchmark | Command A | StarCoder 2 7B |
|---|---|---|
| Aider Polyglot | 12% | — |
| LMArena Coding | 1331 | — |
| BigCodeBench Complete | — | 27.7% |
| HumanEval+ | — | 29.9% |
Agentic & Tool Use Not comparable
Command A: 35.7 (#36), StarCoder 2 7B: —
| Benchmark | Command A | StarCoder 2 7B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 57.1% | — |
Reasoning Not comparable
Command A: 17.7 (#276), StarCoder 2 7B: —
| Benchmark | Command A | StarCoder 2 7B |
|---|---|---|
| Kagi LLM Benchmark | 28.8% | — |
| LMArena Hard Prompts | 1326 | — |
| DTBench | 61.3% | — |
| LMCA | 10.3% | — |
| Epoch Capabilities Index | — | 92.92 |
| WinoGrande | — | 57.1% |
Math Not comparable
Command A: 33.5 (#172), StarCoder 2 7B: —
| Benchmark | Command A | StarCoder 2 7B |
|---|---|---|
| LMArena Math | 1300 | — |
| GSM8K | — | 32.7% |
Knowledge Not comparable
Command A: 36.5 (#157), StarCoder 2 7B: —
| Benchmark | Command A | StarCoder 2 7B |
|---|---|---|
| Vectara Hallucination Rate | 9.3% | — |
| LMArena Expert | 1295 | — |
| ARC (AI2) Challenge | — | 38.7% |
| MMLU | — | 38.8% |
Multilingual Not comparable
Command A: 45.5 (#166), StarCoder 2 7B: —
| Benchmark | Command A | StarCoder 2 7B |
|---|---|---|
| LMArena Non-English | 1313 | — |
| LMArena Chinese | 1327 | — |
| LMArena French | 1352 | — |
| LMArena German | 1341 | — |
| LMArena Japanese | 1283 | — |
| LMArena Korean | 1285 | — |
| LMArena Russian | 1314 | — |
| LMArena Spanish | 1346 | — |
Instruction Following Not comparable
Command A: 69.3 (#172), StarCoder 2 7B: —
| Benchmark | Command A | StarCoder 2 7B |
|---|---|---|
| LMArena Instruction Following | 1309 | — |
Long Context Not comparable
Command A: 40.6 (#147), StarCoder 2 7B: —
| Benchmark | Command A | StarCoder 2 7B |
|---|---|---|
| LMArena Longer Query | 1334 | — |
Writing & Preference Not comparable
Command A: 47.8 (#204), StarCoder 2 7B: —
| Benchmark | Command A | StarCoder 2 7B |
|---|---|---|
| LMArena Text | 1331 | — |
| LMArena Creative Writing | 1319 | — |
| EQ-Bench Creative Writing | 1145 | — |
| LMArena Multi-Turn | 1338 | — |
Frequently asked questions
Is Command A better than StarCoder 2 7B?
Command A has enough public results to be ranked (#212); StarCoder 2 7B does not yet, so treat this comparison as directional.
Is Command A or StarCoder 2 7B better for coding?
StarCoder 2 7B scores higher on coding benchmarks: 34.2 versus 26.8 in the Noometry coding category.
How many benchmarks do Command A and StarCoder 2 7B share?
0 benchmarks have published results for both models. Command A has 24 scored results on Noometry and StarCoder 2 7B has 7.