Model comparison
Gemma 7B vs GPT-6 Sol
GPT-6 Sol is the stronger model overall, scoring 49.2 to 29.5 on the Noometry Index.
Last verified . 12 shared benchmarks.
GoogleSummary
- They share 12 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and GPT-6 Sol in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GPT-6 Sol leads 72.3 to 27.2.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Gemma 7B | GPT-6 Sol | |
|---|---|---|
| Provider | OpenAI | |
| Noometry Index | 29.5 | 49.2 |
| Released | 2024-02-21 | 2026-09-22 |
| Weights | Open | Proprietary |
| Context window | — | 1.05M |
| Max output | — | 128K |
| Input $ / M tokens | — | $2 |
| Output $ / M tokens | — | $10 |
| Results tracked | 27 | 22 |
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Category by category
Coding GPT-6 Sol leads
Gemma 7B: 29.9 (#290), GPT-6 Sol: 59.6 (#11)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| LMArena Coding | 1048 | 1453 |
| DeepSWE | — | 68.8% |
| FrontierCode | — | 49.3% |
| LMArena WebDev | — | 1692 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Agentic & Tool Use Not comparable
Gemma 7B: —, GPT-6 Sol: 33.5 (#49)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| GDP.pdf | — | 28% |
Reasoning GPT-6 Sol leads
Gemma 7B: 19.0 (#247), GPT-6 Sol: 49.3 (#34)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1420 |
| NYT Connections (extended) | — | 90.1% |
| EBR-Bench | — | 53.3% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.74 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math GPT-6 Sol leads
Gemma 7B: 28.7 (#225), GPT-6 Sol: 35.8 (#135)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| LMArena Math | 1066 | 1404 |
| GSM8K | 46.4% | — |
Knowledge GPT-6 Sol leads
Gemma 7B: 26.8 (#248), GPT-6 Sol: 43.0 (#87)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| LMArena Expert | 1002 | 1449 |
| Vectara Hallucination Rate | — | 6.5% |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multimodal Not comparable
Gemma 7B: —, GPT-6 Sol: 47.6 (#9)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| Furniture Assembly | — | 58.3% |
Multilingual GPT-6 Sol leads
Gemma 7B: 25.3 (#282), GPT-6 Sol: 51.0 (#113)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| LMArena Non-English | 999 | 1389 |
| LMArena Chinese | 1035 | 1416 |
| LMArena Russian | 993 | 1407 |
| LMArena French | 1024 | — |
| LMArena Spanish | — | 1377 |
Instruction Following GPT-6 Sol leads
Gemma 7B: 51.7 (#290), GPT-6 Sol: 74.4 (#97)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| LMArena Instruction Following | 1017 | 1406 |
Long Context GPT-6 Sol leads
Gemma 7B: 31.1 (#277), GPT-6 Sol: 43.2 (#100)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| LMArena Longer Query | 1022 | 1415 |
Writing & Preference GPT-6 Sol leads
Gemma 7B: 27.2 (#297), GPT-6 Sol: 72.3 (#15)
| Benchmark | Gemma 7B | GPT-6 Sol |
|---|---|---|
| LMArena Text | 1056 | 1396 |
| LMArena Creative Writing | 1024 | 1392 |
| LMArena Multi-Turn | 963 | 1405 |
| EQ-Bench Creative Writing | — | 2125 |
Frequently asked questions
Is Gemma 7B better than GPT-6 Sol?
GPT-6 Sol is the stronger model overall, scoring 49.2 to 29.5 on the Noometry Index.
Is Gemma 7B or GPT-6 Sol better for coding?
GPT-6 Sol scores higher on coding benchmarks: 59.6 versus 29.9 in the Noometry coding category.
How many benchmarks do Gemma 7B and GPT-6 Sol share?
12 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and GPT-6 Sol has 22.