Model comparison
Amazon Nova Experimental Chat 11 10 vs Grok 4
Grok 4 is the stronger model overall, scoring 48.1 to 43.0 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. Amazon Nova Experimental Chat 11 10 scores higher in 2 categories and Grok 4 in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in long context, where Grok 4 leads 63.1 to 42.5.
Side by side
| Amazon Nova Experimental Chat 11 10 | Grok 4 | |
|---|---|---|
| Provider | Amazon | xAI |
| Noometry Index | 43.0 | 48.1 |
| Released | — | 2025-07-09 |
| Weights | Proprietary | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 17 | 48 |
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Category by category
Coding Grok 4 leads
Amazon Nova Experimental Chat 11 10: 42.3 (#107), Grok 4: 50.3 (#46)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| LMArena Coding | 1433 | 1408 |
| Aider Polyglot | — | 79.6% |
| WeirdML | — | 45.7% |
Agentic & Tool Use Not comparable
Amazon Nova Experimental Chat 11 10: —, Grok 4: 32.3 (#68)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| Terminal-Bench | — | 27.2% |
| Berkeley Function Calling Leaderboard | — | 63% |
| GDPval | — | 21.1% |
| Cybench | — | 43% |
| DeepResearch Bench | — | 47.3% |
| BALROG | — | 43.6% |
| LMArena Search | — | 1142 |
| METR Time Horizons | — | 66.6% |
Reasoning Grok 4 leads
Amazon Nova Experimental Chat 11 10: 29.1 (#95), Grok 4: 36.7 (#65)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| LMArena Hard Prompts | 1422 | 1409 |
| ARC-AGI-2 | — | 16% |
| SimpleBench | — | 60.5% |
| Kagi LLM Benchmark | — | 73.6% |
| ARC-AGI-1 | — | 66.7% |
| Chess Puzzles | — | 28% |
| Epoch Capabilities Index | — | 146.44 |
| ForecastBench | — | 60.9 |
Math Grok 4 leads
Amazon Nova Experimental Chat 11 10: 39.1 (#114), Grok 4: 48.4 (#64)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| LMArena Math | 1431 | 1422 |
| OTIS Mock AIME 2024-2025 | — | 84% |
| Omni-MATH | — | 60.3% |
| FrontierMath (Feb 2025 set) | — | 19.7% |
| FrontierMath Tier 4 (v1) | — | 2.1% |
Knowledge Grok 4 leads
Amazon Nova Experimental Chat 11 10: 39.9 (#127), Grok 4: 53.8 (#55)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| LMArena Expert | 1431 | 1415 |
| GPQA Diamond | — | 87% |
| MMLU-Pro | — | 85.1% |
| Confabulations | — | 12.4% |
| GPQA (HELM) | — | 72.7% |
Multimodal Not comparable
Amazon Nova Experimental Chat 11 10: —, Grok 4: 33.7 (#94)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| LMArena Vision | — | 1210 |
| GeoBench | — | 45% |
Multilingual Too close to call
Amazon Nova Experimental Chat 11 10: 51.9 (#98), Grok 4: 51.8 (#103)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| LMArena Non-English | 1405 | 1403 |
| LMArena Chinese | 1463 | 1427 |
| LMArena French | 1449 | 1418 |
| LMArena German | 1395 | 1429 |
| LMArena Japanese | 1383 | 1394 |
| LMArena Korean | 1384 | 1377 |
| LMArena Russian | 1394 | 1410 |
| LMArena Spanish | 1444 | 1420 |
Instruction Following Grok 4 leads
Amazon Nova Experimental Chat 11 10: 73.2 (#122), Grok 4: 79.2 (#5)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| LMArena Instruction Following | 1387 | 1387 |
| IFEval | — | 94.9% |
Long Context Grok 4 leads
Amazon Nova Experimental Chat 11 10: 42.5 (#121), Grok 4: 63.1 (#4)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| LMArena Longer Query | 1395 | 1409 |
| Fiction.LiveBench | — | 94.4% |
Writing & Preference Too close to call
Amazon Nova Experimental Chat 11 10: 58.8 (#114), Grok 4: 58.5 (#116)
| Benchmark | Amazon Nova Experimental Chat 11 10 | Grok 4 |
|---|---|---|
| LMArena Text | 1415 | 1411 |
| LMArena Creative Writing | 1349 | 1397 |
| LMArena Multi-Turn | 1380 | 1416 |
| Short-Story Creative Writing | — | 76.9% |
| WildBench | — | 79.7% |
Frequently asked questions
Is Amazon Nova Experimental Chat 11 10 better than Grok 4?
Grok 4 is the stronger model overall, scoring 48.1 to 43.0 on the Noometry Index.
Is Amazon Nova Experimental Chat 11 10 or Grok 4 better for coding?
Grok 4 scores higher on coding benchmarks: 50.3 versus 42.3 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 11 10 and Grok 4 share?
17 benchmarks have published results for both models. Amazon Nova Experimental Chat 11 10 has 17 scored results on Noometry and Grok 4 has 48.