Model comparison
Amazon Nova Experimental Chat 12 10 vs Qwen3-4B
Amazon Nova Experimental Chat 12 10 is the stronger model overall, scoring 42.3 to 31.5 on the Noometry Index.
Last verified . 0 shared benchmarks.
Alibaba (Qwen)Summary
- The widest gap is in reasoning, where Amazon Nova Experimental Chat 12 10 leads 28.1 to 18.5.
- Qwen3-4B has downloadable open weights; the other is API-only.
Side by side
| Amazon Nova Experimental Chat 12 10 | Qwen3-4B | |
|---|---|---|
| Provider | Amazon | Alibaba (Qwen) |
| Noometry Index | 42.3 | 31.5 |
| Released | — | 2025-04-29 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 12 | 6 |
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Category by category
Coding Not comparable
Amazon Nova Experimental Chat 12 10: 41.5 (#112), Qwen3-4B: —
| Benchmark | Amazon Nova Experimental Chat 12 10 | Qwen3-4B |
|---|---|---|
| LMArena Coding | 1430 | — |
Agentic & Tool Use Not comparable
Amazon Nova Experimental Chat 12 10: —, Qwen3-4B: 27.3 (#94)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Qwen3-4B |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 35.7% |
Reasoning Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 28.1 (#93), Qwen3-4B: 18.5 (#264)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Qwen3-4B |
|---|---|---|
| Chess Puzzles | — | 4% |
| LMArena Hard Prompts | 1427 | — |
Math Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 36.1 (#130), Qwen3-4B: 28.5 (#228)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Qwen3-4B |
|---|---|---|
| MathArena Final-Answer Competitions | — | 38.5% |
| OTIS Mock AIME 2024-2025 | — | 52.2% |
| LMArena Math | 1418 | — |
Knowledge Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 38.6 (#133), Qwen3-4B: 33.0 (#198)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Qwen3-4B |
|---|---|---|
| GPQA Diamond | — | 52.3% |
| Vectara Hallucination Rate | — | 5.7% |
| LMArena Expert | 1409 | — |
Multilingual Not comparable
Amazon Nova Experimental Chat 12 10: 51.7 (#103), Qwen3-4B: —
| Benchmark | Amazon Nova Experimental Chat 12 10 | Qwen3-4B |
|---|---|---|
| LMArena Non-English | 1399 | — |
| LMArena Chinese | 1440 | — |
| LMArena Russian | 1397 | — |
Instruction Following Not comparable
Amazon Nova Experimental Chat 12 10: 73.4 (#117), Qwen3-4B: —
| Benchmark | Amazon Nova Experimental Chat 12 10 | Qwen3-4B |
|---|---|---|
| LMArena Instruction Following | 1387 | — |
Long Context Not comparable
Amazon Nova Experimental Chat 12 10: 42.4 (#120), Qwen3-4B: —
| Benchmark | Amazon Nova Experimental Chat 12 10 | Qwen3-4B |
|---|---|---|
| LMArena Longer Query | 1391 | — |
Writing & Preference Not comparable
Amazon Nova Experimental Chat 12 10: 59.7 (#104), Qwen3-4B: —
| Benchmark | Amazon Nova Experimental Chat 12 10 | Qwen3-4B |
|---|---|---|
| LMArena Text | 1420 | — |
| LMArena Creative Writing | 1351 | — |
| LMArena Multi-Turn | 1409 | — |
Frequently asked questions
Is Amazon Nova Experimental Chat 12 10 better than Qwen3-4B?
Amazon Nova Experimental Chat 12 10 is the stronger model overall, scoring 42.3 to 31.5 on the Noometry Index.
How many benchmarks do Amazon Nova Experimental Chat 12 10 and Qwen3-4B share?
0 benchmarks have published results for both models. Amazon Nova Experimental Chat 12 10 has 12 scored results on Noometry and Qwen3-4B has 6.