Model comparison
Amazon Nova Experimental Chat 12 10 vs Granite 4.0 H Small
Amazon Nova Experimental Chat 12 10 is the stronger model overall, scoring 42.3 to 35.9 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 8 categories and Granite 4.0 H Small in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Amazon Nova Experimental Chat 12 10 leads 59.7 to 44.0.
- Granite 4.0 H Small has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Experimental Chat 12 10 | Granite 4.0 H Small | |
|---|---|---|
| Provider | Amazon | IBM |
| Noometry Index | 42.3 | 35.9 |
| Released | — | — |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 12 | 19 |
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Category by category
Coding Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 41.5 (#112), Granite 4.0 H Small: 35.8 (#207)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Granite 4.0 H Small |
|---|---|---|
| LMArena Coding | 1430 | 1247 |
Reasoning Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 28.1 (#93), Granite 4.0 H Small: 23.4 (#164)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Granite 4.0 H Small |
|---|---|---|
| LMArena Hard Prompts | 1427 | 1240 |
Math Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 36.1 (#130), Granite 4.0 H Small: 29.3 (#219)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Granite 4.0 H Small |
|---|---|---|
| LMArena Math | 1418 | 1251 |
| Omni-MATH | — | 29.6% |
Knowledge Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 38.6 (#133), Granite 4.0 H Small: 31.5 (#210)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Granite 4.0 H Small |
|---|---|---|
| LMArena Expert | 1409 | 1244 |
| MMLU-Pro | — | 56.9% |
| Vectara Hallucination Rate | — | 5.2% |
| GPQA (HELM) | — | 38.3% |
Multilingual Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 51.7 (#103), Granite 4.0 H Small: 38.7 (#223)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Granite 4.0 H Small |
|---|---|---|
| LMArena Non-English | 1399 | 1216 |
| LMArena Chinese | 1440 | 1250 |
| LMArena Russian | 1397 | 1198 |
| LMArena Spanish | — | 1258 |
Instruction Following Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 73.4 (#117), Granite 4.0 H Small: 68.9 (#178)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Granite 4.0 H Small |
|---|---|---|
| LMArena Instruction Following | 1387 | 1221 |
| IFEval | — | 89% |
Long Context Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 42.4 (#120), Granite 4.0 H Small: 37.6 (#209)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Granite 4.0 H Small |
|---|---|---|
| LMArena Longer Query | 1391 | 1240 |
Writing & Preference Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 59.7 (#104), Granite 4.0 H Small: 44.0 (#222)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Granite 4.0 H Small |
|---|---|---|
| LMArena Text | 1420 | 1241 |
| LMArena Creative Writing | 1351 | 1210 |
| LMArena Multi-Turn | 1409 | 1243 |
| WildBench | — | 73.9% |
Frequently asked questions
Is Amazon Nova Experimental Chat 12 10 better than Granite 4.0 H Small?
Amazon Nova Experimental Chat 12 10 is the stronger model overall, scoring 42.3 to 35.9 on the Noometry Index.
Is Amazon Nova Experimental Chat 12 10 or Granite 4.0 H Small better for coding?
Amazon Nova Experimental Chat 12 10 scores higher on coding benchmarks: 41.5 versus 35.8 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 12 10 and Granite 4.0 H Small share?
12 benchmarks have published results for both models. Amazon Nova Experimental Chat 12 10 has 12 scored results on Noometry and Granite 4.0 H Small has 19.