Model comparison
Amazon Nova Lite vs Claude Sonnet 5
Claude Sonnet 5 is the stronger model overall, scoring 54.6 to 31.9 on the Noometry Index. Amazon Nova Lite costs 38× less per token, which makes it the better buy when Claude Sonnet 5's lead doesn't matter for your workload.
Last verified . 19 shared benchmarks.
Summary
- They share 19 benchmarks with published results for both. Amazon Nova Lite scores higher in 0 categories and Claude Sonnet 5 in 9 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in math, where Claude Sonnet 5 leads 66.2 to 27.8.
- Amazon Nova Lite is cheaper at $0.06 / $0.24 per million input/output tokens, against $2 / $10 for Claude Sonnet 5.
- Claude Sonnet 5 accepts more context: 1M tokens versus 300K.
Side by side
| Amazon Nova Lite | Claude Sonnet 5 | |
|---|---|---|
| Provider | Amazon | Anthropic |
| Noometry Index | 31.9 | 54.6 |
| Released | 2024-12-03 | 2026-06-29 |
| Weights | Proprietary | Proprietary |
| Context window | 300K | 1M |
| Max output | 10K | 128K |
| Input $ / M tokens | $0.06 | $2 |
| Output $ / M tokens | $0.24 | $10 |
| Results tracked | 34 | 51 |
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Category by category
Coding Claude Sonnet 5 leads
Amazon Nova Lite: 32.5 (#270), Claude Sonnet 5: 55.5 (#26)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| LMArena Coding | 1239 | 1483 |
| ALE-Bench | 236.25 | 1,463 |
| DeepSWE | — | 53.8% |
| FrontierCode | — | 42.7% |
| CursorBench | — | 34.1% |
| LMArena WebDev | — | 1541 |
| SciCode | — | 54.3% |
| GSO | — | 37.3% |
| WeirdML | — | 68.8% |
| LiveBench Coding | 27.5% | — |
Agentic & Tool Use Not comparable
Amazon Nova Lite: —, Claude Sonnet 5: 42.8 (#18)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| APEX-Agents | — | 54.5% |
| GBAEval | — | 65.3% |
| LMArena Search | — | 1194 |
| Vending-Bench 2 | — | 6,378 |
Reasoning Claude Sonnet 5 leads
Amazon Nova Lite: 19.3 (#260), Claude Sonnet 5: 49.1 (#39)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1461 |
| SimpleBench | — | 60.6% |
| NYT Connections (extended) | — | 75.1% |
| CritPt | — | 16.9% |
| Chess Puzzles | — | 35% |
| LiveBench Reasoning | 36.7% | — |
| Mystery Game Puzzles | — | 35% |
| DTBench | — | 92.5% |
| LiveBench Data Analysis | 37.2% | — |
| LMCA | — | 50% |
| Surface Evolver Bench | — | 60% |
| Bench to the Future 3 | — | 0.14 |
| Epoch Capabilities Index | — | 156.21 |
| ForecastBench | — | 61.1 |
| LiveBench | 36.4% | — |
Math Claude Sonnet 5 leads
Amazon Nova Lite: 27.8 (#247), Claude Sonnet 5: 66.2 (#27)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| LMArena Math | 1227 | 1467 |
| FrontierMath (Tiers 1-3) | — | 65.6% |
| FrontierMath Tier 4 | — | 29.3% |
| OTIS Mock AIME 2024-2025 | — | 94.7% |
| ProofBench | — | 77% |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
Knowledge Claude Sonnet 5 leads
Amazon Nova Lite: 26.3 (#259), Claude Sonnet 5: 55.6 (#47)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| LMArena Expert | 1201 | 1490 |
| GPQA Diamond | — | 90.5% |
| Humanity's Last Exam | 3.6% | — |
| SimpleQA Verified | — | 33.7% |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| MMLU | 77% | — |
Multimodal Claude Sonnet 5 leads
Amazon Nova Lite: 25.5 (#123), Claude Sonnet 5: 42.4 (#31)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| LMArena Vision | 990 | 1274 |
| Blueprint-Bench 2 | — | 24.9% |
| LMArena Document | — | 1466 |
Multilingual Claude Sonnet 5 leads
Amazon Nova Lite: 38.0 (#232), Claude Sonnet 5: 53.8 (#55)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| LMArena Non-English | 1208 | 1431 |
| LMArena Chinese | 1225 | 1477 |
| LMArena French | 1237 | 1460 |
| LMArena German | 1229 | 1440 |
| LMArena Japanese | 1153 | 1422 |
| LMArena Korean | 1153 | 1411 |
| LMArena Russian | 1216 | 1451 |
| LMArena Spanish | 1226 | 1437 |
Instruction Following Claude Sonnet 5 leads
Amazon Nova Lite: 59.3 (#255), Claude Sonnet 5: 76.3 (#41)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| LMArena Instruction Following | 1205 | 1452 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
Long Context Claude Sonnet 5 leads
Amazon Nova Lite: 37.4 (#217), Claude Sonnet 5: 44.8 (#55)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| LMArena Longer Query | 1234 | 1463 |
Writing & Preference Claude Sonnet 5 leads
Amazon Nova Lite: 42.1 (#237), Claude Sonnet 5: 69.2 (#25)
| Benchmark | Amazon Nova Lite | Claude Sonnet 5 |
|---|---|---|
| LMArena Text | 1229 | 1442 |
| LMArena Creative Writing | 1197 | 1416 |
| LMArena Multi-Turn | 1199 | 1454 |
| EQ-Bench Creative Writing | — | 1794 |
| WildBench | 75% | — |
| EQ-Bench 4 | — | 1236 |
| LiveBench Language | 25.9% | — |
Frequently asked questions
Is Amazon Nova Lite better than Claude Sonnet 5?
Claude Sonnet 5 is the stronger model overall, scoring 54.6 to 31.9 on the Noometry Index. Amazon Nova Lite costs 38× less per token, which makes it the better buy when Claude Sonnet 5's lead doesn't matter for your workload.
Which is cheaper, Amazon Nova Lite or Claude Sonnet 5?
Amazon Nova Lite is cheaper. It lists at $0.06 per million input tokens and $0.24 per million output tokens; Claude Sonnet 5 lists at $2 and $10.
Is Amazon Nova Lite or Claude Sonnet 5 better for coding?
Claude Sonnet 5 scores higher on coding benchmarks: 55.5 versus 32.5 in the Noometry coding category.
Which has the bigger context window?
Claude Sonnet 5 does, with 1M tokens against 300K.
How many benchmarks do Amazon Nova Lite and Claude Sonnet 5 share?
19 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Claude Sonnet 5 has 51.