Model comparison
Claude 3.5 Sonnet vs Gemma 7B
Claude 3.5 Sonnet is the stronger model overall, scoring 34.4 to 29.5 on the Noometry Index.
Last verified . 17 shared benchmarks.
GoogleSummary
- They share 17 benchmarks with published results for both. Claude 3.5 Sonnet scores higher in 7 categories and Gemma 7B in 1 category; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Claude 3.5 Sonnet leads 53.0 to 27.2.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Claude 3.5 Sonnet | Gemma 7B | |
|---|---|---|
| Provider | Anthropic | |
| Noometry Index | 34.4 | 29.5 |
| Released | 2024-06-20 | 2024-02-21 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 60 | 27 |
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Category by category
Coding Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 39.5 (#145), Gemma 7B: 29.9 (#290)
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| LMArena Coding | 1343 | 1048 |
| HumanEval+ | 81.7% | 28.7% |
| MBPP+ | 74.3% | 43.4% |
| Aider Polyglot | 51.6% | — |
| GSO | 4.6% | — |
| WeirdML | 40% | — |
| BigCodeBench Instruct | 46.8% | — |
| LiveBench Coding | 67.1% | — |
| BigCodeBench Complete | 58.6% | — |
| CadEval | 48% | — |
Agentic & Tool Use Not comparable
Claude 3.5 Sonnet: 32.1 (#61), Gemma 7B: —
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| TheAgentCompany | 24% | — |
| Cybench | 17.5% | — |
| BALROG | 32.6% | — |
| METR Time Horizons | 45.2% | — |
Reasoning Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 22.5 (#176), Gemma 7B: 19.0 (#247)
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1305 | 1042 |
| Epoch Capabilities Index | 133.55 | 111.74 |
| SimpleBench | 41.4% | — |
| EnigmaEval | 0.9% | — |
| LiveBench Reasoning | 56.7% | — |
| DTBench | 67.8% | — |
| LiveBench Data Analysis | 55% | — |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| ForecastBench | 60.7 | — |
| HellaSwag | — | 82.2% |
| LiveBench | 59% | — |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |
Math Gemma 7B leads
Claude 3.5 Sonnet: 18.0 (#282), Gemma 7B: 28.7 (#225)
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| LMArena Math | 1306 | 1066 |
| OTIS Mock AIME 2024-2025 | 8.5% | — |
| Omni-MATH | 27.6% | — |
| LiveBench Math | 52.3% | — |
| MATH Level 5 | 56.9% | — |
| FrontierMath (Feb 2025 set) | 2.1% | — |
| FrontierMath Tier 4 (v1) | 0% | — |
| GSM8K | — | 46.4% |
Knowledge Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 28.5 (#236), Gemma 7B: 26.8 (#248)
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| LMArena Expert | 1264 | 1002 |
| MMLU | 87.3% | 66.1% |
| GPQA Diamond | 55.3% | — |
| Humanity's Last Exam | 4.1% | — |
| MMLU-Pro | 77.7% | — |
| Confabulations | 19.9% | — |
| GPQA (HELM) | 56.5% | — |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |
Multimodal Not comparable
Claude 3.5 Sonnet: 26.0 (#115), Gemma 7B: —
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| LMArena Vision | 1125 | — |
| Video-MME | 60% | — |
| GeoBench | 62% | — |
| VPCT | 33% | — |
Multilingual Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 43.4 (#180), Gemma 7B: 25.3 (#282)
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1283 | 999 |
| LMArena Chinese | 1271 | 1035 |
| LMArena French | 1304 | 1024 |
| LMArena Russian | 1305 | 993 |
| LMArena German | 1297 | — |
| LMArena Japanese | 1234 | — |
| LMArena Korean | 1200 | — |
| LMArena Spanish | 1289 | — |
Instruction Following Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 69.0 (#177), Gemma 7B: 51.7 (#290)
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1297 | 1017 |
| LiveBench Instruction Following | 69.3% | — |
| IFEval | 85.5% | — |
Long Context Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 39.9 (#162), Gemma 7B: 31.1 (#277)
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1311 | 1022 |
Writing & Preference Claude 3.5 Sonnet leads
Claude 3.5 Sonnet: 53.0 (#159), Gemma 7B: 27.2 (#297)
| Benchmark | Claude 3.5 Sonnet | Gemma 7B |
|---|---|---|
| LMArena Text | 1298 | 1056 |
| LMArena Creative Writing | 1292 | 1024 |
| LMArena Multi-Turn | 1326 | 963 |
| Short-Story Creative Writing | 80.3% | — |
| EQ-Bench Creative Writing | 1451 | — |
| WildBench | 79.2% | — |
| LiveBench Language | 53.8% | — |
Frequently asked questions
Is Claude 3.5 Sonnet better than Gemma 7B?
Claude 3.5 Sonnet is the stronger model overall, scoring 34.4 to 29.5 on the Noometry Index.
Is Claude 3.5 Sonnet or Gemma 7B better for coding?
Claude 3.5 Sonnet scores higher on coding benchmarks: 39.5 versus 29.9 in the Noometry coding category.
How many benchmarks do Claude 3.5 Sonnet and Gemma 7B share?
17 benchmarks have published results for both models. Claude 3.5 Sonnet has 60 scored results on Noometry and Gemma 7B has 27.