Blended rate
Same for both
$4.00 per 1M each
Cheaper on long prompts
Claude Sonnet 5.5
above 272,000 input tokens
Higher benchmark scores
Claude Sonnet 5.5
leads on 6 of 8 figures
Bigger context window
GPT-6 Sol
1,050,000 vs 1,000,000 tokens
Cheaper cached input
Claude Sonnet 5.5
$0.10 vs $0.20, 50% less
Where each one wins
Claude Sonnet 5.5
- Cheaper cached input $0.10 vs $0.20, 50% less
- Cheaper on all four workloads
- Cheaper on long prompts above 272,000 input tokens
- Higher overall intelligence (Intelligence Index) 56 vs 47.6
- Higher expert-exam performance (Humanity's Last Exam) 55 vs 47.9
- Higher scientific coding (SciCode) 61 vs 57.6
- Ahead on 3 more benchmark figures
GPT-6 Sol
- Larger context window 1,050,000 tokens
- Higher long-context reasoning (AA-LCR) 83.7 vs 82.7
- Higher factual accuracy (Omniscience Accuracy) 54.5 vs 53.9
- Offers Flex and Priority pricing not listed for Claude Sonnet 5.5
What four workloads cost
One run, and the same run a thousand times.
They cost the same on a chat turn and a RAG answer, so the difference only shows up further down: on an agent loop, Claude Sonnet 5.5 costs $0.2800 against $0.3400.
| Workload | Claude Sonnet 5.5 | GPT-6 Sol | ×1,000 | Difference |
|---|---|---|---|---|
| Chat turn 1,000 in / 500 out | $0.0070 | $0.0070 | $7.00 / $7.00 | Same |
| RAG answer 10,000 in / 800 out | $0.0280 | $0.0280 | $28.00 / $28.00 | Same |
| Agent loop 32,000 in / 700 out × 20 calls | $0.2800 | $0.3400 | $280.00 / $340.00 | Claude Sonnet 5.5 is 18% cheaper |
| Long document 400,000 in / 3,000 out | $0.8300 | $1.65 | $830.00 / $1,645.00 | Claude Sonnet 5.5 is 50% cheaper |
Price per 1M tokens
Above 272,000 input tokens the rates change, and the new rate applies to the whole request, not just the tokens past that point: GPT-6 Sol's input goes from $2.00 to $4.00. That is where the cheaper model changes.
| Context band | Price | Claude Sonnet 5.5 | GPT-6 Sol | Difference |
|---|---|---|---|---|
| Prompts up to 272,000 tokens | Input | $2.00 | $2.00 | Same |
| Prompts up to 272,000 tokens | Cached input | $0.10 | $0.20 | Claude Sonnet 5.5 is 50% cheaper |
| Prompts up to 272,000 tokens | Output | $10.00 | $10.00 | Same |
| Prompts over 272,000 tokens | Input | $2.00 | $4.00 | Claude Sonnet 5.5 is 50% cheaper |
| Prompts over 272,000 tokens | Cached input | $0.10 | $0.40 | Claude Sonnet 5.5 is 75% cheaper |
| Prompts over 272,000 tokens | Output | $10.00 | $15.00 | Claude Sonnet 5.5 is 33% cheaper |
Blended: Claude Sonnet 5.5 $4.00, GPT-6 Sol $4.00 per 1M — one rate at 3:1 input to output, for comparing two models at a glance.
Claude Sonnet 5.5 priced by Anthropic, GPT-6 Sol by OpenAI. Standard tier, pay-as-you-go.
Other pricing tiers
Both models offer Batch, worth up to 50% off their standard rates, and the cheaper model is the same one on every tier — so the tier you buy changes the bill rather than the choice. Only GPT-6 Sol lists Flex and Priority, at up to 50% off its own standard rate; Claude Sonnet 5.5 offers none of them.
Every tier either model sells is here, so this is the whole price sheet. A saving is measured against that model's own standard rate — how we read tiers.
| Tier | Claude Sonnet 5.5 | GPT-6 Sol | Cheaper |
|---|---|---|---|
| Batch | $1.00 in / $5.00 out 50% off Standard | $1.00 in / $5.00 out 50% off Standard | Same |
| Flex only on GPT-6 Sol | Not offered | $1.00 in / $5.00 out 50% off Standard | — |
| Priority only on GPT-6 Sol | Not offered | $4.00 in / $20.00 out | — |
Benchmarks
They share 8 figures: Claude Sonnet 5.5 leads on 6, GPT-6 Sol on 2. The widest gap is 16.5 points, on real-world task performance (GDPval).
Overall intelligence
Intelligence Index — Overall intelligence across reasoning, knowledge & math evals
Claude Sonnet 5.5 ahead by 8.4
Expert-exam performance
Humanity's Last Exam — Expert-level questions across many academic domains
Claude Sonnet 5.5 ahead by 7.1
Long-context reasoning
AA-LCR — Long-context reasoning across large inputs
GPT-6 Sol ahead by 1
Scientific coding
SciCode — Research-level scientific coding tasks
Claude Sonnet 5.5 ahead by 3.4
Physics research reasoning
CritPt — Unpublished physics research reasoning problems
Claude Sonnet 5.5 ahead by 0.5
Real-world task performance
GDPval — Economically valuable, real-world knowledge work
Claude Sonnet 5.5 ahead by 16.5
Factual accuracy
Omniscience Accuracy — Breadth of factual knowledge across domains
GPT-6 Sol ahead by 0.6
Answer reliability
Omniscience Non-Hallucination — How reliably the model avoids fabricated answers
Claude Sonnet 5.5 ahead by 3.7
Each figure is that model's best published run, with the effort level named beside it — where these scores come from.
Specifications
GPT-6 Sol holds 50,000 more input tokens in one request. Only GPT-6 Sol lists code execution and computer use.
| Specification | Claude Sonnet 5.5 | GPT-6 Sol |
|---|---|---|
| Context window | 1,000,000 tokens | 1,050,000 tokens |
| Max output | 128,000 tokens | 128,000 tokens |
| Takes in | Text, image, file | Text, image, file |
| Puts out | Text | Text |
| Knowledge cutoff | — | 20 Apr 2026 |
| Released | 28 Sep 2026 | 22 Sep 2026 |
| Status | Active | Active |
| Sold by | Anthropic, Perplexity | OpenAI, Perplexity |
| Tool use | Yes | Yes |
| Structured outputs | Yes | Yes |
| Web search | Not listed | Not listed |
| Prompt caching | Yes | Yes |
| Code execution | Not listed | Yes |
| Computer use | Not listed | Yes |
| Open weights | Not listed | Not listed |
| Reasoning | Yes | Yes |
FAQs
- Is Claude Sonnet 5.5 cheaper than GPT-6 Sol?
- They cost the same on a typical exchange: 1,000 input tokens with a 500-token reply comes to $0.0070 on either.
- How much do Claude Sonnet 5.5 and GPT-6 Sol cost per 1M tokens?
- Claude Sonnet 5.5 costs $2.00 for input and $10.00 for output. GPT-6 Sol costs $2.00 and $10.00. Standard pay-as-you-go rates, as of 8 Oct 2026.
- Which is better, Claude Sonnet 5.5 or GPT-6 Sol?
- On published benchmarks, Claude Sonnet 5.5. It leads on 6 of the 8 figures both models report, including overall intelligence (Intelligence Index), where it scores 56 against 47.6.
- Is Claude Sonnet 5.5 or GPT-6 Sol cheaper for long prompts?
- Claude Sonnet 5.5, above 272,000 input tokens. A rate that changes at a context length applies to the whole request, not only the tokens past it, so the switch is sharp rather than gradual.
- Is Batch pricing cheaper for Claude Sonnet 5.5 or GPT-6 Sol?
- Batch input costs $1.00 on Claude Sonnet 5.5 and $1.00 on GPT-6 Sol, 50% below the standard rate on both.
- Does Claude Sonnet 5.5 or GPT-6 Sol have a bigger context window?
- GPT-6 Sol, at 1,050,000 tokens against 1,000,000. That is 50,000 more input tokens in a single request.