Model comparison
Claude Sonnet 5.5 vs Gemma 7B
Claude Sonnet 5.5 is the stronger model overall, scoring 61.9 to 30.0 on the Noometry Index.
Last verified . 13 shared benchmarks.
Summary
- They share 13 benchmarks with published results for both. Claude Sonnet 5.5 scores higher in 8 categories and Gemma 7B in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Claude Sonnet 5.5 leads 87.9 to 31.2.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Claude Sonnet 5.5 | Gemma 7B | |
|---|---|---|
| Provider | Anthropic | |
| Noometry Index | 61.9 | 30.0 |
| Released | 2026-09-28 | 2024-02-21 |
| Weights | Proprietary | Open |
| Context window | 1M | — |
| Max output | 128K | — |
| Input $ / M tokens | $2 | — |
| Output $ / M tokens | $10 | — |
| Results tracked | 32 | 27 |
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Category by category
Coding Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 67.3 (#6), Gemma 7B: 30.5 (#294)
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| LMArena Coding | 1513 | 1048 |
| FrontierCode | 52.1% | — |
| CursorBench | 55.5% | — |
| LMArena WebDev | 1774 | — |
| FrontierSWE | 61.9% | — |
| SciCode | 61% | — |
| ALE-Bench | 1,819 | — |
| HumanEval+ | — | 28.7% |
| MBPP+ | — | 43.4% |
Agentic & Tool Use Not comparable
Claude Sonnet 5.5: 45.0 (#16), Gemma 7B: —
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| APEX-Agents | 75.5% | — |
Reasoning Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 54.0 (#28), Gemma 7B: 19.9 (#249)
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1495 | 1042 |
| Epoch Capabilities Index | 165.03 | 111.99 |
| NYT Connections (extended) | 80.5% | — |
| CritPt | 31.4% | — |
| Mystery Game Puzzles | 65% | — |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| HellaSwag | — | 82.2% |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |
Math Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 87.9 (#6), Gemma 7B: 31.2 (#228)
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| LMArena Math | 1510 | 1066 |
| FrontierMath (Tiers 1-3) | 88.8% | — |
| FrontierMath Tier 4 | 80.5% | — |
| OTIS Mock AIME 2024-2025 | 100% | — |
| ProofBench | 100% | — |
| FrontierMath Erdős | 2.9% | — |
| GSM8K | — | 46.4% |
Knowledge Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 66.0 (#12), Gemma 7B: 27.3 (#252)
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| LMArena Expert | 1540 | 1001 |
| GPQA Diamond | 95.6% | — |
| SimpleQA Verified | 46.5% | — |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| MMLU | — | 66.1% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |
Multimodal Not comparable
Claude Sonnet 5.5: 51.5 (#6), Gemma 7B: —
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| LMArena Vision | 1289 | — |
| Furniture Assembly | 75% | — |
Multilingual Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 55.3 (#30), Gemma 7B: 25.1 (#287)
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1452 | 999 |
| LMArena Chinese | 1522 | 1035 |
| LMArena Russian | 1451 | 993 |
| LMArena French | — | 1025 |
Instruction Following Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 78.3 (#11), Gemma 7B: 51.5 (#295)
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1495 | 1017 |
Long Context Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 45.9 (#28), Gemma 7B: 31.1 (#282)
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1498 | 1022 |
Writing & Preference Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 66.0 (#40), Gemma 7B: 27.1 (#302)
| Benchmark | Claude Sonnet 5.5 | Gemma 7B |
|---|---|---|
| LMArena Text | 1471 | 1056 |
| LMArena Creative Writing | 1465 | 1024 |
| LMArena Multi-Turn | 1474 | 963 |
Frequently asked questions
Is Claude Sonnet 5.5 better than Gemma 7B?
Claude Sonnet 5.5 is the stronger model overall, scoring 61.9 to 30.0 on the Noometry Index.
Is Claude Sonnet 5.5 or Gemma 7B better for coding?
Claude Sonnet 5.5 scores higher on coding benchmarks: 67.3 versus 30.5 in the Noometry coding category.
How many benchmarks do Claude Sonnet 5.5 and Gemma 7B share?
13 benchmarks have published results for both models. Claude Sonnet 5.5 has 32 scored results on Noometry and Gemma 7B has 27.