Model comparison
Claude 3 Haiku vs Claude Sonnet 4.5
Claude Sonnet 4.5 is the stronger model overall, scoring 44.1 to 25.9 on the Noometry Index.
Last verified . 27 shared benchmarks.
Summary
- They share 27 benchmarks with published results for both. Claude 3 Haiku scores higher in 0 categories and Claude Sonnet 4.5 in 9 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Claude Sonnet 4.5 leads 66.5 to 29.7.
- The biggest single-benchmark swing is MATH Level 5: 14.9% for Claude 3 Haiku and 97.7% for Claude Sonnet 4.5.
Side by side
| Claude 3 Haiku | Claude Sonnet 4.5 | |
|---|---|---|
| Provider | Anthropic | Anthropic |
| Noometry Index | 25.9 | 44.1 |
| Released | 2024-03-07 | 2025-09-29 |
| Weights | Proprietary | Proprietary |
| Context window | — | 200K |
| Max output | — | 64K |
| Input $ / M tokens | — | $3 |
| Output $ / M tokens | — | $15 |
| Results tracked | 37 | 73 |
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Category by category
Coding Claude Sonnet 4.5 leads
Claude 3 Haiku: 26.4 (#325), Claude Sonnet 4.5: 47.3 (#61)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| WeirdML | 9.8% | 47.7% |
| LMArena Coding | 1199 | 1489 |
| SWE-bench Verified | — | 71.3% |
| SWE-bench Verified (bash only) | — | 71.4% |
| LMArena WebDev | — | 1393 |
| SWE-bench Multilingual | — | 67% |
| SciCode | — | 44.7% |
| GSO | — | 14.7% |
| BigCodeBench Instruct | 39.4% | — |
| BigCodeBench Complete | 50.1% | — |
| CadEval | 12% | — |
| ALE-Bench | — | 796.15 |
| AlgoTune | — | 1.52 |
| HumanEval+ | 68.9% | — |
| MBPP+ | 68.8% | — |
Agentic & Tool Use Not comparable
Claude 3 Haiku: —, Claude Sonnet 4.5: 38.3 (#32)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| Terminal-Bench | — | 46.5% |
| Berkeley Function Calling Leaderboard | — | 73.2% |
| GDPval | — | 42.5% |
| Remote Labor Index | — | 2.1% |
| τ²-bench Airline | — | 72% |
| τ²-bench Banking | — | 25.3% |
| τ²-bench Retail | — | 72.4% |
| τ²-bench Telecom | — | 84.9% |
| Cybench | — | 60% |
| DeepResearch Bench | — | 52.6% |
| OSWorld | — | 62.9% |
| LMArena Search | — | 1159 |
| METR Time Horizons | — | 67.4% |
| Vending-Bench 2 | — | 3,839 |
Reasoning Claude Sonnet 4.5 leads
Claude 3 Haiku: 16.3 (#307), Claude Sonnet 4.5: 26.9 (#125)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| Kagi LLM Benchmark | 34.2% | 57.9% |
| LMArena Hard Prompts | 1174 | 1462 |
| DTBench | 50.1% | 83.2% |
| LMCA | 8.8% | 38.8% |
| Epoch Capabilities Index | 118.35 | 146.84 |
| ForecastBench | 53.2 | 61.9 |
| ARC-AGI-2 | — | 13.6% |
| SimpleBench | — | 54.3% |
| NYT Connections (extended) | — | 37.3% |
| ARC-AGI-1 | — | 63.7% |
| CritPt | — | 1.1% |
| Chess Puzzles | — | 12% |
| EnigmaEval | — | 6% |
| EBR-Bench | — | 2.4% |
| Mystery Game Puzzles | — | 17% |
| WinoGrande | 74.2% | — |
Math Claude Sonnet 4.5 leads
Claude 3 Haiku: 9.8 (#319), Claude Sonnet 4.5: 32.3 (#216)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 1.8% | 77.8% |
| LMArena Math | 1188 | 1449 |
| MATH Level 5 | 14.9% | 97.7% |
| FrontierMath (Tiers 1-3) | — | 23.9% |
| FrontierMath Tier 4 | — | 2.4% |
| ProofBench | — | 19% |
| Omni-MATH | — | 55.3% |
| FrontierMath (Feb 2025 set) | — | 15.2% |
| FrontierMath Tier 4 (v1) | — | 4.2% |
Knowledge Claude Sonnet 4.5 leads
Claude 3 Haiku: 17.3 (#285), Claude Sonnet 4.5: 48.4 (#76)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| GPQA Diamond | 36.3% | 82.3% |
| LMArena Expert | 1148 | 1482 |
| Humanity's Last Exam | — | 13.7% |
| SimpleQA Verified | — | 30.7% |
| MMLU-Pro | — | 86.9% |
| Confabulations | 34.2% | — |
| Vectara Hallucination Rate | — | 12% |
| GPQA (HELM) | — | 68.6% |
| MMLU | 73.8% | — |
Multimodal Claude Sonnet 4.5 leads
Claude 3 Haiku: 23.6 (#128), Claude Sonnet 4.5: 34.8 (#89)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| LMArena Vision | 950 | — |
| VPCT | — | 39.8% |
| LMArena Document | — | 1450 |
| ScienceQA | 72% | — |
Multilingual Claude Sonnet 4.5 leads
Claude 3 Haiku: 36.0 (#243), Claude Sonnet 4.5: 53.4 (#69)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| LMArena Non-English | 1178 | 1425 |
| LMArena Chinese | 1155 | 1459 |
| LMArena French | 1195 | 1458 |
| LMArena German | 1174 | 1427 |
| LMArena Japanese | 1102 | 1390 |
| LMArena Korean | 1109 | 1403 |
| LMArena Russian | 1204 | 1437 |
| LMArena Spanish | 1166 | 1457 |
Instruction Following Claude Sonnet 4.5 leads
Claude 3 Haiku: 61.3 (#247), Claude Sonnet 4.5: 75.0 (#78)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| LMArena Instruction Following | 1173 | 1459 |
| IFEval | — | 85% |
Long Context Claude Sonnet 4.5 leads
Claude 3 Haiku: 36.1 (#237), Claude Sonnet 4.5: 45.2 (#46)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| LMArena Longer Query | 1190 | 1476 |
Writing & Preference Claude Sonnet 4.5 leads
Claude 3 Haiku: 29.7 (#291), Claude Sonnet 4.5: 66.5 (#34)
| Benchmark | Claude 3 Haiku | Claude Sonnet 4.5 |
|---|---|---|
| LMArena Text | 1195 | 1439 |
| LMArena Creative Writing | 1157 | 1442 |
| EQ-Bench Creative Writing | 717 | 1678 |
| LMArena Multi-Turn | 1190 | 1465 |
| WildBench | — | 85.4% |
Frequently asked questions
Is Claude 3 Haiku better than Claude Sonnet 4.5?
Claude Sonnet 4.5 is the stronger model overall, scoring 44.1 to 25.9 on the Noometry Index.
Is Claude 3 Haiku or Claude Sonnet 4.5 better for coding?
Claude Sonnet 4.5 scores higher on coding benchmarks: 47.3 versus 26.4 in the Noometry coding category.
How many benchmarks do Claude 3 Haiku and Claude Sonnet 4.5 share?
27 benchmarks have published results for both models. Claude 3 Haiku has 37 scored results on Noometry and Claude Sonnet 4.5 has 73.