Model comparison
Claude Sonnet 5.5 vs o3-pro
Claude Sonnet 5.5 is the stronger model overall, scoring 61.9 to 42.9 on the Noometry Index.
Last verified . 1 shared benchmarks.
Summary
- They share 1 benchmark with published results for both. Claude Sonnet 5.5 scores higher in 4 categories and o3-pro in 1 category; 5 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Claude Sonnet 5.5 leads 66.0 to 29.5.
- Claude Sonnet 5.5 is cheaper at $2 / $10 per million input/output tokens, against $20 / $80 for o3-pro.
- Claude Sonnet 5.5 accepts more context: 1M tokens versus 200K.
Side by side
| Claude Sonnet 5.5 | o3-pro | |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Noometry Index | 61.9 | 42.9 |
| Released | 2026-09-28 | 2025-06-10 |
| Weights | Proprietary | Proprietary |
| Context window | 1M | 200K |
| Max output | 128K | 100K |
| Input $ / M tokens | $2 | $20 |
| Output $ / M tokens | $10 | $80 |
| Results tracked | 32 | 12 |
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Category by category
Coding Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 67.3 (#6), o3-pro: 55.5 (#24)
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| FrontierCode | 52.1% | — |
| Aider Polyglot | — | 84.9% |
| CursorBench | 55.5% | — |
| LMArena WebDev | 1774 | — |
| FrontierSWE | 61.9% | — |
| SciCode | 61% | — |
| WeirdML | — | 58.2% |
| LMArena Coding | 1513 | — |
| ALE-Bench | 1,819 | — |
Agentic & Tool Use Not comparable
Claude Sonnet 5.5: 45.0 (#16), o3-pro: —
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| APEX-Agents | 75.5% | — |
Reasoning Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 54.0 (#28), o3-pro: 23.8 (#171)
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| Epoch Capabilities Index | 165.03 | 147.42 |
| ARC-AGI-2 | — | 4.9% |
| Kagi LLM Benchmark | — | 72.1% |
| NYT Connections (extended) | 80.5% | — |
| ARC-AGI-1 | — | 59.3% |
| CritPt | 31.4% | — |
| LMArena Hard Prompts | 1495 | — |
| Mystery Game Puzzles | 65% | — |
| DTBench | — | 86.9% |
| LMCA | — | 38.5% |
Math Not comparable
Claude Sonnet 5.5: 87.9 (#6), o3-pro: —
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| FrontierMath (Tiers 1-3) | 88.8% | — |
| FrontierMath Tier 4 | 80.5% | — |
| OTIS Mock AIME 2024-2025 | 100% | — |
| ProofBench | 100% | — |
| LMArena Math | 1510 | — |
| FrontierMath Erdős | 2.9% | — |
Knowledge Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 66.0 (#12), o3-pro: 29.5 (#238)
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| GPQA Diamond | 95.6% | — |
| SimpleQA Verified | 46.5% | — |
| Confabulations | — | 14.2% |
| Vectara Hallucination Rate | — | 23.3% |
| LMArena Expert | 1540 | — |
Multimodal Not comparable
Claude Sonnet 5.5: 51.5 (#6), o3-pro: —
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| LMArena Vision | 1289 | — |
| Furniture Assembly | 75% | — |
Multilingual Not comparable
Claude Sonnet 5.5: 55.3 (#30), o3-pro: —
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| LMArena Non-English | 1452 | — |
| LMArena Chinese | 1522 | — |
| LMArena Russian | 1451 | — |
Instruction Following Not comparable
Claude Sonnet 5.5: 78.3 (#11), o3-pro: —
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| LMArena Instruction Following | 1495 | — |
Long Context o3-pro leads
Claude Sonnet 5.5: 45.9 (#28), o3-pro: 72.2 (#1)
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| Fiction.LiveBench | — | 97.2% |
| LMArena Longer Query | 1498 | — |
Writing & Preference Claude Sonnet 5.5 leads
Claude Sonnet 5.5: 66.0 (#40), o3-pro: 57.1 (#133)
| Benchmark | Claude Sonnet 5.5 | o3-pro |
|---|---|---|
| LMArena Text | 1471 | — |
| LMArena Creative Writing | 1465 | — |
| Short-Story Creative Writing | — | 84.4% |
| LMArena Multi-Turn | 1474 | — |
Frequently asked questions
Is Claude Sonnet 5.5 better than o3-pro?
Claude Sonnet 5.5 is the stronger model overall, scoring 61.9 to 42.9 on the Noometry Index.
Which is cheaper, Claude Sonnet 5.5 or o3-pro?
Claude Sonnet 5.5 is cheaper. It lists at $2 per million input tokens and $10 per million output tokens; o3-pro lists at $20 and $80.
Is Claude Sonnet 5.5 or o3-pro better for coding?
Claude Sonnet 5.5 scores higher on coding benchmarks: 67.3 versus 55.5 in the Noometry coding category.
Which has the bigger context window?
Claude Sonnet 5.5 does, with 1M tokens against 200K.
How many benchmarks do Claude Sonnet 5.5 and o3-pro share?
1 benchmark has published results for both models. Claude Sonnet 5.5 has 32 scored results on Noometry and o3-pro has 12.