Model comparison
Amazon Nova Experimental Chat 12 10 vs Sonar
Amazon Nova Experimental Chat 12 10 is the stronger model overall, scoring 42.9 to 38.5 on the Noometry Index.
Last verified . 0 shared benchmarks.
PerplexitySummary
- The widest gap is in reasoning, where Amazon Nova Experimental Chat 12 10 leads 29.3 to 21.1.
Side by side
| Amazon Nova Experimental Chat 12 10 | Sonar | |
|---|---|---|
| Provider | Amazon | Perplexity |
| Noometry Index | 42.9 | 38.5 |
| Released | — | 2024-01-01 |
| Weights | Proprietary | Proprietary |
| Context window | — | 128K |
| Max output | — | 4K |
| Input $ / M tokens | — | $1 |
| Output $ / M tokens | — | $1 |
| Results tracked | 12 | 7 |
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Category by category
Coding Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 42.2 (#110), Sonar: 35.7 (#221)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Sonar |
|---|---|---|
| LiveBench Coding | — | 35.1% |
| LMArena Coding | 1430 | — |
Reasoning Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 29.3 (#94), Sonar: 21.1 (#227)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Sonar |
|---|---|---|
| LiveBench Reasoning | — | 46.3% |
| LMArena Hard Prompts | 1427 | — |
| LiveBench Data Analysis | — | 37.9% |
| LiveBench | — | 46.9% |
Math Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 38.9 (#124), Sonar: 33.7 (#200)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Sonar |
|---|---|---|
| LiveBench Math | — | 41.6% |
| LMArena Math | 1419 | — |
Knowledge Not comparable
Amazon Nova Experimental Chat 12 10: 39.2 (#136), Sonar: —
| Benchmark | Amazon Nova Experimental Chat 12 10 | Sonar |
|---|---|---|
| LMArena Expert | 1408 | — |
Multilingual Not comparable
Amazon Nova Experimental Chat 12 10: 51.4 (#108), Sonar: —
| Benchmark | Amazon Nova Experimental Chat 12 10 | Sonar |
|---|---|---|
| LMArena Non-English | 1398 | — |
| LMArena Chinese | 1440 | — |
| LMArena Russian | 1395 | — |
Instruction Following Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 73.2 (#123), Sonar: 71.4 (#150)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Sonar |
|---|---|---|
| LiveBench Instruction Following | — | 76.2% |
| LMArena Instruction Following | 1387 | — |
Long Context Not comparable
Amazon Nova Experimental Chat 12 10: 42.4 (#125), Sonar: —
| Benchmark | Amazon Nova Experimental Chat 12 10 | Sonar |
|---|---|---|
| LMArena Longer Query | 1391 | — |
Writing & Preference Amazon Nova Experimental Chat 12 10 leads
Amazon Nova Experimental Chat 12 10: 59.5 (#110), Sonar: 52.6 (#167)
| Benchmark | Amazon Nova Experimental Chat 12 10 | Sonar |
|---|---|---|
| LMArena Text | 1420 | — |
| LMArena Creative Writing | 1350 | — |
| LMArena Multi-Turn | 1409 | — |
| LiveBench Language | — | 44.1% |
Frequently asked questions
Is Amazon Nova Experimental Chat 12 10 better than Sonar?
Amazon Nova Experimental Chat 12 10 is the stronger model overall, scoring 42.9 to 38.5 on the Noometry Index.
Is Amazon Nova Experimental Chat 12 10 or Sonar better for coding?
Amazon Nova Experimental Chat 12 10 scores higher on coding benchmarks: 42.2 versus 35.7 in the Noometry coding category.
How many benchmarks do Amazon Nova Experimental Chat 12 10 and Sonar share?
0 benchmarks have published results for both models. Amazon Nova Experimental Chat 12 10 has 12 scored results on Noometry and Sonar has 7.