By the toolist.ai editors. Researched from public sources, not hands-on tested by toolist.ai. Updated November 3, 2026; prices checked November 3, 2026.
GPT-6.1 Sol vs Claude Sonnet 5.5
Verdict
At the same token prices ($2 in, $10 out and $0.10 cached per million), GPT-6.1 Sol has the edge on the Artificial Analysis scores: the two tie at 55 on the Intelligence Index at max effort, and Sol leads at each model's default effort (46 against 42), on HLE-Diamond (59% against 53%) and on Terminal-Bench-Science (58% against 53%). Claude Sonnet 5.5 leads Terminal-Bench 4.0 (64% against 56%) and measures faster output. Sol also offers paid Fast and Ultrafast modes.
Verdict based on published prices, limits and benchmarks, not on our own tests.
Choose GPT-6.1 Sol if
- You want the higher score at the default effort: 46 against 42 on the Intelligence Index
- You need a paid speed tier: Fast mode at double the standard price, Ultrafast at six times
- Your work is scientific terminal work: 58% against 53% on Terminal-Bench-Science
- You already pay for ChatGPT Plus, which includes GPT-6.1 Sol
Choose Claude Sonnet 5.5 if
- You run terminal work: 64% against 56% on Terminal-Bench 4.0
- Your prompts often pass 272,000 tokens, where OpenAI charges GPT-6.1 Sol twice the input rate and 1.5 times the output rate, and Anthropic adds no surcharge
- You want faster output: 103 tokens a second at high effort against 55.9 for Sol at medium
Price
Input costs the same on both. Output costs the same on both.
| Per million tokens | GPT-6.1 Sol | Claude Sonnet 5.5 |
|---|---|---|
| Input | $2 source | $2 source |
| Cached input | $0.10 source | $0.10 source |
| Output | $10 source | $10 source |
GPT-6.1 Sol: Prompts over 272,000 input tokens are billed at twice the input rate and 1.5 times the output rate for the whole request. Batch and Flex processing cost half; Fast mode costs double and Ultrafast six times.
Claude Sonnet 5.5: Cache writes cost $2.50 per million tokens (5-minute cache) or $4 (1-hour cache). The Batch API costs half. There is no long-context surcharge and no fast mode.
Worked example: what a month costs
We priced three monthly workloads at the standard rates. The provider does not publish these figures.
| Workload | GPT-6.1 Sol | Claude Sonnet 5.5 |
|---|---|---|
| Support chatbot 100,000 replies, each 3,000 input and 400 output tokens, no caching (300M in, 40M out) | $1,000 | $1,000 |
| Document Q&A 5,000 questions over the same 60,000-token document set (90% cache hits), 800 output tokens each (300M in, 4M out) | $127 | $127 |
| Coding agent 200 tasks, each 1.5 million input tokens (90% cache hits) and 50,000 output tokens (300M in, 10M out) | $187 | $187 |
Price your own workload
| Model | Cost a month |
|---|---|
| GPT-6.1 Sol | $150 |
| Claude Sonnet 5.5 | $150 |
Standard API prices, no batch or priority discounts. Cached input is billed at the cache-read price; cache-write charges are not included. Reasoning models bill their thinking as output tokens.
Limits and release dates
| GPT-6.1 Sol | Claude Sonnet 5.5 | |
|---|---|---|
| Released | September 29, 2026 source | September 28, 2026 source |
| Context window | 1,050,000 tokens source | 1,000,000 tokens source |
| Maximum output | 128,000 tokens source | 128,000 tokens source |
| Knowledge cutoff | April 30, 2026 source | June 2026 source |
| Input and output | Text and images in; text out source | Text and images in; text out source |
| API model name | gpt-6.1-sol | claude-sonnet-5-5 |
Benchmarks
Scores as published by the provider or measured by Artificial Analysis; higher is better. A dash means no score was published.
| Benchmark | GPT-6.1 Sol | Claude Sonnet 5.5 |
|---|---|---|
| Artificial Analysis Intelligence Index max effort | 55.0 source | 55.0 source |
| Intelligence Index at everyday effort | 46.0 (medium effort, the API default) source | 42.0 (high effort, the API default) source |
| Terminal-Bench 4.0 max effort | 56.0% source | 64.0% source |
| HLE-Diamond max effort | 59.0% source | 53.0% source |
| Terminal-Bench-Science 0.1 max effort | 58.0% source | 53.0% source |
| Output speed | 55.9 tokens/s (medium effort, Artificial Analysis) source | 103 tokens/s (high effort, Artificial Analysis) source |
Benchmark and speed data from Artificial Analysis where linked.
Read more
- GPT-6.1 Sol: price, context window and benchmarks
- Claude Sonnet 5.5: price, context window and benchmarks
- Claude Haiku 5.5 vs Claude Sonnet 5.5
- Claude Opus 5.5 vs Claude Sonnet 5.5
- Gemini 4 Argon vs GPT-6.1 Sol
- GPT-6.1 Sol vs Claude Opus 5.5
- GPT-6.1 Sol vs GPT-6 Astra
- GPT-6.1 Sol vs GPT-6 Luna
- GPT-6.1 Sol vs GPT-6 Sol
- GPT-6.1 Terra vs Claude Sonnet 5.5
- GPT-6.1 Terra vs GPT-6.1 Sol
- AI model API price table
Sources
- OpenAI API docs: GPT-6.1 Sol (checked 2026-10-21)
- OpenAI API docs: Pricing (checked 2026-11-03)
- OpenAI API docs: Changelog (checked 2026-10-21)
- OpenAI API docs: Reasoning models (checked 2026-10-21)
- OpenAI API docs: GPT-6.1 Sol vs GPT-6 Sol (checked 2026-10-21)
- ChatGPT docs: Models (checked 2026-10-21)
- Artificial Analysis: GPT-6.1 Sol (max) (checked 2026-11-03)
- Artificial Analysis: GPT-6.1 Sol (medium) (checked 2026-11-03)
- Artificial Analysis: GPT-6.1 Sol vs GPT-6 Astra (checked 2026-11-03)
- OpenRouter: GPT-6.1 Sol (checked 2026-11-03)
- Anthropic: Introducing Claude Sonnet 5.5 (checked 2026-10-21)
- Claude docs: Claude Sonnet 5.5 (checked 2026-10-21)
- Claude docs: What's new in Claude Sonnet 5.5 (checked 2026-10-21)
- Claude docs: Pricing (checked 2026-11-03)
- Claude plans and pricing (checked 2026-10-21)
- Claude docs: API and data retention (checked 2026-10-21)
- Artificial Analysis: Claude Sonnet 5.5 (max) (checked 2026-11-03)
- Artificial Analysis: Claude Sonnet 5.5 (high) (checked 2026-11-03)
- Artificial Analysis: GPT-6.1 Sol vs Claude Sonnet 5.5 (checked 2026-11-03)
- OpenRouter: Claude Sonnet 5.5 (checked 2026-11-03)