Model comparison
Amazon Nova Experimental Chat 12 10 vs Grok 4.3
Grok 4.3 is the stronger model overall, scoring 43.6 to 42.3 on the Noometry Index.
Last verified . 12 shared benchmarks.
Summary
- They share 12 benchmarks with published results for both. Amazon Nova Experimental Chat 12 10 scores higher in 4 categories and Grok 4.3 in 4 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Grok 4.3 leads 52.5 to 38.6.
Side by side
| Amazon Nova Experimental Chat 12 10 | Grok 4.3 | |
|---|---|---|
| Provider | Amazon | xAI |
| Noometry Index | 42.3 | 43.6 |
| Released | — | 2026-04-17 |
| Weights | Proprietary | Proprietary |
| Context window | — | 1M |
| Max output | — | 30K |
| Input $ / M tokens | — | $1.25 |
| Output $ / M tokens | — | $2.50 |
| Results tracked | 12 | 40 |
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Category by category
Coding Too close to call
Amazon Nova Experimental Chat 12 10: 41.5 (#112), Grok 4.3: 41.3 (#117)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| LMArena Coding | 1430 | 1415 |
| LMArena WebDev | — | 1357 |
| SciCode | — | 47.3% |
| WeirdML | — | 49.9% |
| ALE-Bench | — | 944.17 |
Agentic & Tool Use Not comparable
Amazon Nova Experimental Chat 12 10: —, Grok 4.3: 27.6 (#93)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| GDP.pdf | — | 8% |
| LMArena Search | — | 1165 |
| Vending-Bench 2 | — | 35.26 |
Reasoning Grok 4.3 leads
Amazon Nova Experimental Chat 12 10: 28.1 (#93), Grok 4.3: 34.9 (#60)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| LMArena Hard Prompts | 1427 | 1397 |
| NYT Connections (extended) | — | 55.2% |
| CritPt | — | 8% |
| Chess Puzzles | — | 25% |
| DTBench | — | 90.7% |
| LMCA | — | 38.3% |
| Epoch Capabilities Index | — | 149.13 |
| ForecastBench | — | 60.3 |
Math Grok 4.3 leads
Amazon Nova Experimental Chat 12 10: 36.1 (#130), Grok 4.3: 45.8 (#60)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| LMArena Math | 1418 | 1388 |
| FrontierMath (Tiers 1-3) | — | 42.8% |
| FrontierMath Tier 4 | — | 14.6% |
| OTIS Mock AIME 2024-2025 | — | 93.3% |
| ProofBench | — | 11% |
Knowledge Grok 4.3 leads
Amazon Nova Experimental Chat 12 10: 38.6 (#133), Grok 4.3: 52.5 (#57)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| LMArena Expert | 1409 | 1385 |
| GPQA Diamond | — | 88.8% |
| SimpleQA Verified | — | 33.2% |
Multimodal Not comparable
Amazon Nova Experimental Chat 12 10: —, Grok 4.3: 31.6 (#96)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| LMArena Vision | — | 1231 |
| Blueprint-Bench 2 | — | 0% |
Multilingual Too close to call
Amazon Nova Experimental Chat 12 10: 51.7 (#103), Grok 4.3: 50.7 (#114)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| LMArena Non-English | 1399 | 1385 |
| LMArena Chinese | 1440 | 1423 |
| LMArena Russian | 1397 | 1399 |
| LMArena French | — | 1412 |
| LMArena German | — | 1395 |
| LMArena Japanese | — | 1379 |
| LMArena Korean | — | 1357 |
| LMArena Spanish | — | 1402 |
Instruction Following Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 73.4 (#117), Grok 4.3: 72.3 (#135)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| LMArena Instruction Following | 1387 | 1366 |
Long Context Too close to call
Amazon Nova Experimental Chat 12 10: 42.4 (#120), Grok 4.3: 42.5 (#118)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| LMArena Longer Query | 1391 | 1393 |
Writing & Preference Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 59.7 (#104), Grok 4.3: 58.6 (#112)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Grok 4.3 |
|---|---|---|
| LMArena Text | 1420 | 1397 |
| LMArena Creative Writing | 1351 | 1380 |
| LMArena Multi-Turn | 1409 | 1406 |
| EQ-Bench 4 | — | 1075 |
Frequently asked questions
Is Amazon Nova Experimental Chat 12 10 better than Grok 4.3?
Grok 4.3 is the stronger model overall, scoring 43.6 to 42.3 on the Noometry Index.
Is Amazon Nova Experimental Chat 12 10 or Grok 4.3 better for coding?
They score almost the same on coding (41.5 vs 41.3); test both on your own repository before choosing.
How many benchmarks do Amazon Nova Experimental Chat 12 10 and Grok 4.3 share?
12 benchmarks have published results for both models. Amazon Nova Experimental Chat 12 10 has 12 scored results on Noometry and Grok 4.3 has 40.