Model comparison
Command R vs Gemma 7B
Command R is the stronger model overall, scoring 31.4 to 30.0 on the Noometry Index.
Last verified . 14 shared benchmarks.
Cohere
GoogleSummary
- They share 14 benchmarks with published results for both. Command R scores higher in 5 categories and Gemma 7B in 3 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Command R leads 38.2 to 27.1.
Side by side
| Command R | Gemma 7B | |
|---|---|---|
| Provider | Cohere | |
| Noometry Index | 31.4 | 30.0 |
| Released | 2024-08-30 | 2024-02-21 |
| Weights | Open | Open |
| Context window | 128K | — |
| Max output | 4K | — |
| Input $ / M tokens | $0.15 | — |
| Output $ / M tokens | $0.60 | — |
| Results tracked | 29 | 27 |
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Category by category
Coding Gemma 7B leads
Command R: 29.3 (#306), Gemma 7B: 30.5 (#294)
| Benchmark | Command R | Gemma 7B |
|---|---|---|
| LMArena Coding | 1169 | 1048 |
| BigCodeBench Instruct | 37.1% | — |
| LiveBench Coding | 17.9% | — |
| BigCodeBench Complete | 45.2% | — |
| HumanEval+ | — | 28.7% |
| MBPP+ | — | 43.4% |
Reasoning Gemma 7B leads
Command R: 13.8 (#331), Gemma 7B: 19.9 (#249)
| Benchmark | Command R | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1164 | 1042 |
| LiveBench Reasoning | 21.9% | — |
| DTBench | 46.4% | — |
| LiveBench Data Analysis | 33.3% | — |
| LMCA | 9.2% | — |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| Epoch Capabilities Index | — | 111.99 |
| HellaSwag | — | 82.2% |
| LiveBench | 27.5% | — |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |
Math Gemma 7B leads
Command R: 28.0 (#246), Gemma 7B: 31.2 (#228)
| Benchmark | Command R | Gemma 7B |
|---|---|---|
| LMArena Math | 1155 | 1066 |
| LiveBench Math | 19.4% | — |
| GSM8K | — | 46.4% |
Knowledge Command R leads
Command R: 31.0 (#221), Gemma 7B: 27.3 (#252)
| Benchmark | Command R | Gemma 7B |
|---|---|---|
| LMArena Expert | 1138 | 1001 |
| MMLU | 65.2% | 66.1% |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |
Multilingual Command R leads
Command R: 35.7 (#245), Gemma 7B: 25.1 (#287)
| Benchmark | Command R | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1174 | 999 |
| LMArena Chinese | 1182 | 1035 |
| LMArena French | 1162 | 1025 |
| LMArena Russian | 1174 | 993 |
| LMArena German | 1176 | — |
| LMArena Japanese | 1143 | — |
| LMArena Korean | 1163 | — |
| LMArena Spanish | 1151 | — |
Instruction Following Command R leads
Command R: 58.1 (#261), Gemma 7B: 51.5 (#295)
| Benchmark | Command R | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1167 | 1017 |
| LiveBench Instruction Following | 55.6% | — |
Long Context Command R leads
Command R: 36.3 (#231), Gemma 7B: 31.1 (#282)
| Benchmark | Command R | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1198 | 1022 |
Writing & Preference Command R leads
Command R: 38.2 (#254), Gemma 7B: 27.1 (#302)
| Benchmark | Command R | Gemma 7B |
|---|---|---|
| LMArena Text | 1187 | 1056 |
| LMArena Creative Writing | 1170 | 1024 |
| LMArena Multi-Turn | 1163 | 963 |
| LiveBench Language | 16.7% | — |
Frequently asked questions
Is Command R better than Gemma 7B?
Command R is the stronger model overall, scoring 31.4 to 30.0 on the Noometry Index.
Is Command R or Gemma 7B better for coding?
Gemma 7B scores higher on coding benchmarks: 30.5 versus 29.3 in the Noometry coding category.
How many benchmarks do Command R and Gemma 7B share?
14 benchmarks have published results for both models. Command R has 29 scored results on Noometry and Gemma 7B has 27.