Model comparison
Gemma 7B vs Grok 4.20 (Non-Reasoning)
Grok 4.20 (Non-Reasoning) is the stronger model overall, scoring 48.5 to 29.5 on the Noometry Index.
Last verified . 14 shared benchmarks.
GoogleSummary
- They share 14 benchmarks with published results for both. Gemma 7B scores higher in 0 categories and Grok 4.20 (Non-Reasoning) in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Grok 4.20 (Non-Reasoning) leads 65.9 to 27.2.
- Gemma 7B has downloadable open weights; the other is API-only.
Side by side
| Gemma 7B | Grok 4.20 (Non-Reasoning) | |
|---|---|---|
| Provider | xAI | |
| Noometry Index | 29.5 | 48.5 |
| Released | 2024-02-21 | 2026-02-17 |
| Weights | Open | Proprietary |
| Context window | — | 1M |
| Max output | — | 30K |
| Input $ / M tokens | — | $1.25 |
| Output $ / M tokens | — | $2.50 |
| Results tracked | 27 | 46 |
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Category by category
Coding Grok 4.20 (Non-Reasoning) leads
Gemma 7B: 29.9 (#290), Grok 4.20 (Non-Reasoning): 41.8 (#104)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| LMArena Coding | 1048 | 1458 |
| LMArena WebDev | — | 1374 |
| WeirdML | — | 52.3% |
| ALE-Bench | — | 1,150 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Agentic & Tool Use Not comparable
Gemma 7B: —, Grok 4.20 (Non-Reasoning): 34.3 (#43)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| Terminal-Bench | — | 57.3% |
| τ²-bench Banking | — | 18% |
| LMArena Search | — | 1189 |
| Vending-Bench 2 | — | 4,663 |
Reasoning Grok 4.20 (Non-Reasoning) leads
Gemma 7B: 19.0 (#247), Grok 4.20 (Non-Reasoning): 52.2 (#30)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1451 |
| Epoch Capabilities Index | 111.74 | 152.01 |
| ARC-AGI-2 | — | 65.1% |
| Kagi LLM Benchmark | — | 75% |
| NYT Connections (extended) | — | 85.4% |
| ARC-AGI-1 | — | 89.5% |
| Chess Puzzles | — | 24% |
| Thematic Generalization | — | 63.8% |
| DTBench | — | 90.1% |
| LMCA | — | 38.7% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| ForecastBench | — | 61.4 |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Grok 4.20 (Non-Reasoning) leads
Gemma 7B: 28.7 (#225), Grok 4.20 (Non-Reasoning): 48.0 (#54)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| LMArena Math | 1066 | 1455 |
| FrontierMath (Tiers 1-3) | — | 44.9% |
| FrontierMath Tier 4 | — | 17.1% |
| OTIS Mock AIME 2024-2025 | — | 92.2% |
| ProofBench | — | 14% |
| GSM8K | 46.4% | — |
Knowledge Grok 4.20 (Non-Reasoning) leads
Gemma 7B: 26.8 (#248), Grok 4.20 (Non-Reasoning): 52.8 (#54)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| LMArena Expert | 1002 | 1440 |
| GPQA Diamond | — | 89.3% |
| SimpleQA Verified | — | 30.2% |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multimodal Not comparable
Gemma 7B: —, Grok 4.20 (Non-Reasoning): 33.2 (#88)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| LMArena Vision | — | 1263 |
| Blueprint-Bench 2 | — | 0% |
| LMArena Document | — | 1416 |
Multilingual Grok 4.20 (Non-Reasoning) leads
Gemma 7B: 25.3 (#282), Grok 4.20 (Non-Reasoning): 54.7 (#38)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| LMArena Non-English | 999 | 1440 |
| LMArena Chinese | 1035 | 1481 |
| LMArena French | 1024 | 1477 |
| LMArena Russian | 993 | 1457 |
| LMArena German | — | 1463 |
| LMArena Japanese | — | 1450 |
| LMArena Korean | — | 1417 |
| LMArena Spanish | — | 1442 |
Instruction Following Grok 4.20 (Non-Reasoning) leads
Gemma 7B: 51.7 (#290), Grok 4.20 (Non-Reasoning): 75.0 (#79)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| LMArena Instruction Following | 1017 | 1420 |
Long Context Grok 4.20 (Non-Reasoning) leads
Gemma 7B: 31.1 (#277), Grok 4.20 (Non-Reasoning): 45.4 (#33)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| LMArena Longer Query | 1022 | 1436 |
| CL-bench | — | 22.2% |
| CL-bench Life | — | 11.9% |
Writing & Preference Grok 4.20 (Non-Reasoning) leads
Gemma 7B: 27.2 (#297), Grok 4.20 (Non-Reasoning): 65.9 (#42)
| Benchmark | Gemma 7B | Grok 4.20 (Non-Reasoning) |
|---|---|---|
| LMArena Text | 1056 | 1451 |
| LMArena Creative Writing | 1024 | 1439 |
| LMArena Multi-Turn | 963 | 1456 |
| EQ-Bench Creative Writing | — | 1574 |
Frequently asked questions
Is Gemma 7B better than Grok 4.20 (Non-Reasoning)?
Grok 4.20 (Non-Reasoning) is the stronger model overall, scoring 48.5 to 29.5 on the Noometry Index.
Is Gemma 7B or Grok 4.20 (Non-Reasoning) better for coding?
Grok 4.20 (Non-Reasoning) scores higher on coding benchmarks: 41.8 versus 29.9 in the Noometry coding category.
How many benchmarks do Gemma 7B and Grok 4.20 (Non-Reasoning) share?
14 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Grok 4.20 (Non-Reasoning) has 46.