GPT-6 Sol vs Claude Sonnet 5
Since September 22, 2026 these two carry the same list price, $2 per million input tokens and $10 output, with cached input at $0.20 on both, so the rate card settles nothing. GPT-6 Sol is OpenAI's new mid tier, launched that day at half the price of GPT-5.6 Sol. Claude Sonnet 5 has been in production since June 30, 2026, and $2/$10 became its standard rate when Anthropic cancelled a planned step to $3/$15. On the only benchmark in our data that an independent party ran on both, Sol is clearly ahead: Cognition's FrontierCode v1.1 Main scores it 49.3 percent at max effort against 42.7 for Sonnet 5. Sol also has independent aggregate placements, eighth on the Vals Index at 62.57 percent and 48 on the Artificial Analysis Intelligence Index; we have no verified Vals Index figure for Sonnet 5 to set beside them. Sonnet 5's record is older and deeper. Vals AI measured it at 87.55 on MMLU-Pro and 88.89 on GPQA Diamond before archiving both benchmarks on September 1, and Anthropic reports 85.2 on SWE-bench Verified and 84.7 on BrowseComp, columns OpenAI left empty for Sol. The windows are close, 1,050,000 tokens for Sol against 1,000,000 for Sonnet 5, but OpenAI bills any Sol request above 272,000 input tokens at 2x input and cache and 1.5x output for the whole request, which is $4 and $15, so a long-context budget needs its own line. Beyond that the split is ecosystem and track record: Sonnet 5 runs on the Claude API, Amazon Bedrock, Google Vertex, and Microsoft Foundry and slots into Claude Code and MCP stacks, while Sol ships through the OpenAI API, Codex, ChatGPT Work, and Azure Foundry and is days old.
Head-to-Head Specs
| Spec | GPT-6 Sol | Claude Sonnet 5 |
|---|---|---|
| Provider | OpenAI | Anthropic |
| Input Price | $2.00/1M | $2.00/1M |
| Output Price | $10.00/1M | $10.00/1M |
| Context Window | 1.1M | 1M |
| Released | 2026-09 | 2026-06 |
| Capabilities | text, vision, tool-use, code, reasoning | text, vision, tool-use, code, reasoning |
Benchmark Scores
| Benchmark | GPT-6 Sol | Claude Sonnet 5 | Winner |
|---|---|---|---|
| FrontierCode v1.1 | 49.3 | 42.7 | GPT-6 |
See the full benchmark leaderboard for all models.
Category Breakdown
Both are $2 per 1M input and $10 output, with cached input at $0.20
Cognition measures 49.3 against 42.7, the only independent benchmark in our data run on both
1,050,000 tokens against 1,000,000, though Sol bills the whole request at $4/$15 once input passes 272K
Sol exposes effort from none through max, including a no-reasoning setting; Sonnet 5 offers adaptive thinking with levels up to xhigh
Vals AI measured Sonnet 5 at 87.55 on MMLU-Pro and 88.89 on GPQA Diamond; OpenAI reported neither for Sol and Vals archived both on September 1
Anthropic reports SWE-bench Verified at 85.2 and BrowseComp at 84.7 for Sonnet 5; OpenAI published neither for Sol
Sonnet 5 runs on the Claude API, Bedrock, Vertex, and Foundry; Sol launched on the OpenAI API and Azure Foundry
Sonnet 5 has been in production since June 30, 2026; Sol launched September 22
Choose GPT-6 Sol when:
- ▸Agentic coding where the independent FrontierCode gap is the deciding evidence
- ▸Teams on Codex, ChatGPT Work, or Azure Foundry
- ▸Routes that need a no-reasoning setting for latency alongside max effort for hard tasks
- ▸Workloads whose prompts stay under 272K input tokens
Choose Claude Sonnet 5 when:
- ▸Stacks built on Claude Code, MCP, Bedrock, or Vertex
- ▸Work validated against published SWE-bench Verified, BrowseComp, and GPQA Diamond scores
- ▸Long agent sessions that benefit from context compaction
- ▸Production workloads that want months of settled model behavior
Frequently Asked Questions
Which is better, GPT-6 Sol or Claude Sonnet 5?
It depends on your use case. GPT-6 Sol from OpenAI excels at agentic coding where the independent frontiercode gap is the deciding evidence, while Claude Sonnet 5 from Anthropic is better for stacks built on claude code, mcp, bedrock, or vertex. See the full comparison above for detailed benchmarks and pricing.
How much does GPT-6 Sol cost compared to Claude Sonnet 5?
GPT-6 Sol costs $2.00 input and $10.00 output per 1M tokens. Claude Sonnet 5 costs $2.00 input and $10.00 output per 1M tokens.
What is the context window difference between GPT-6 Sol and Claude Sonnet 5?
GPT-6 Sol supports 1.1M tokens, while Claude Sonnet 5 supports 1M tokens.