Model comparison
Claude Sonnet 5.5 vs Sonar Reasoning Pro
Claude Sonnet 5.5 has enough public results to be ranked (#10); Sonar Reasoning Pro does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
PerplexitySummary
- Sonar Reasoning Pro is cheaper at $2 / $8 per million input/output tokens, against $2 / $10 for Claude Sonnet 5.5.
- Claude Sonnet 5.5 accepts more context: 1M tokens versus 128K.
Side by side
| Claude Sonnet 5.5 | Sonar Reasoning Pro | |
|---|---|---|
| Provider | Anthropic | Perplexity |
| Noometry Index | 60.5 | — |
| Released | 2026-09-28 | 2024-01-01 |
| Weights | Proprietary | Proprietary |
| Context window | 1M | 128K |
| Max output | 128K | 4K |
| Input $ / M tokens | $2 | $2 |
| Output $ / M tokens | $10 | $8 |
| Results tracked | 16 | 1 |
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Category by category
Coding Not comparable
Claude Sonnet 5.5: 65.5 (#6), Sonar Reasoning Pro: —
| Benchmark | Claude Sonnet 5.5 | Sonar Reasoning Pro |
|---|---|---|
| FrontierCode | 52.1% | — |
| CursorBench | 55.5% | — |
| LMArena WebDev | 1699 | — |
| FrontierSWE | 61.9% | — |
| SciCode | 61% | — |
| ALE-Bench | 1,819 | — |
Agentic & Tool Use Not comparable
Claude Sonnet 5.5: 44.9 (#14), Sonar Reasoning Pro: —
| Benchmark | Claude Sonnet 5.5 | Sonar Reasoning Pro |
|---|---|---|
| APEX-Agents | 75.5% | — |
| LMArena Search | — | 1139 |
Reasoning Not comparable
Claude Sonnet 5.5: 52.4 (#29), Sonar Reasoning Pro: —
| Benchmark | Claude Sonnet 5.5 | Sonar Reasoning Pro |
|---|---|---|
| CritPt | 31.4% | — |
| Mystery Game Puzzles | 65% | — |
Math Not comparable
Claude Sonnet 5.5: 88.7 (#4), Sonar Reasoning Pro: —
| Benchmark | Claude Sonnet 5.5 | Sonar Reasoning Pro |
|---|---|---|
| FrontierMath (Tiers 1-3) | 88.8% | — |
| FrontierMath Tier 4 | 80.5% | — |
| OTIS Mock AIME 2024-2025 | 100% | — |
| ProofBench | 100% | — |
Knowledge Not comparable
Claude Sonnet 5.5: 66.0 (#11), Sonar Reasoning Pro: —
| Benchmark | Claude Sonnet 5.5 | Sonar Reasoning Pro |
|---|---|---|
| GPQA Diamond | 95.6% | — |
| SimpleQA Verified | 46.5% | — |
Multimodal Not comparable
Claude Sonnet 5.5: 53.2 (#5), Sonar Reasoning Pro: —
| Benchmark | Claude Sonnet 5.5 | Sonar Reasoning Pro |
|---|---|---|
| Furniture Assembly | 75% | — |
Frequently asked questions
Is Claude Sonnet 5.5 better than Sonar Reasoning Pro?
Claude Sonnet 5.5 has enough public results to be ranked (#10); Sonar Reasoning Pro does not yet, so treat this comparison as directional.
Which is cheaper, Claude Sonnet 5.5 or Sonar Reasoning Pro?
Sonar Reasoning Pro is cheaper. It lists at $2 per million input tokens and $8 per million output tokens; Claude Sonnet 5.5 lists at $2 and $10.
Which has the bigger context window?
Claude Sonnet 5.5 does, with 1M tokens against 128K.
How many benchmarks do Claude Sonnet 5.5 and Sonar Reasoning Pro share?
0 benchmarks have published results for both models. Claude Sonnet 5.5 has 16 scored results on Noometry and Sonar Reasoning Pro has 1.