Which is cheaper, Claude 3.5 Sonnet or GPT-5.5 Pro?
As of August 20, 2026, Claude 3.5 Sonnet is 97% cheaper on blended LLM API pricing. Claude 3.5 Sonnet costs $3.00 per million input tokens and $15.00 per million output tokens ($18.00 blended 1M-in + 1M-out). GPT-5.5 Pro costs $60.00 / $480.00 per million tokens ($540.00 blended). Sources: https://platform.claude.com/docs/en/about-claude/pricing and https://developers.openai.com/api/docs/pricing. The cheapest LLM for your app still depends on how many output tokens you generate.
How much does Claude 3.5 Sonnet vs GPT-5.5 Pro cost per million tokens?
Claude 3.5 Sonnet Claude API pricing from Anthropic is $3.00 input and $15.00 output per million tokens via Anthropic. GPT-5.5 Pro OpenAI API pricing is $60.00 input and $480.00 output per million tokens via OpenAI. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.
Which is better for coding, Claude 3.5 Sonnet or GPT-5.5 Pro?
Claude 3.5 Sonnet has a published SWE-bench Verified score of 49%. GPT-5.5 Pro does not have that eval on this page yet.
What is the context window for Claude 3.5 Sonnet vs GPT-5.5 Pro?
Claude 3.5 Sonnet supports a 200K token context window, while GPT-5.5 Pro supports 1M tokens. GPT-5.5 Pro offers a larger context window. Filling a larger window bills more input tokens, so the cheaper-per-million model can still cost more on long documents.
Which model performs better on benchmarks, Claude 3.5 Sonnet or GPT-5.5 Pro?
GPT-5.5 Pro leads on 3 of 3 shared benchmarks versus Claude 3.5 Sonnet's 0 wins. Check the comparison table for GPQA Diamond, SWE-bench, MMLU, HLE, and the other evals we track. Token price and benchmark score together are the usual LLM comparison, not either number alone.
Is Claude 3.5 Sonnet or GPT-5.5 Pro better for production use?
Both Claude 3.5 Sonnet and GPT-5.5 Pro are production API models. For cost-sensitive production traffic, Claude 3.5 Sonnet has better economics on the blended 1M-in + 1M-out scale. For maximum capability, weight the benchmark table for your domain. Many production stacks route cheap models for drafts and a frontier model for the hard turn, which is usually cheaper than sending everything to the expensive API.
Can I switch between Claude 3.5 Sonnet and GPT-5.5 Pro in my app?
Yes. Call Claude 3.5 Sonnet through Anthropic and GPT-5.5 Pro through OpenAI with separate API keys, or through a gateway that already wraps both. Keep prompts in tokens, not characters, when you estimate the invoice. AnotherWrapper templates can swap providers without rewriting auth and billing.
How accurate is this Claude 3.5 Sonnet vs GPT-5.5 Pro pricing data?
List rates are the latest published Claude API pricing from Anthropic and OpenAI API pricing, quoted per million tokens. Official rate sheets: https://platform.claude.com/docs/en/about-claude/pricing and https://developers.openai.com/api/docs/pricing. Prompt caching, batch APIs, and committed-use discounts can change the invoice. Benchmark scores are from official publications and independent evals, updated as new numbers land.
What is the output token limit for Claude 3.5 Sonnet and GPT-5.5 Pro?
Claude 3.5 Sonnet supports up to 200K output tokens per request, while GPT-5.5 Pro supports up to 128K output tokens. Output tokens are usually the expensive half of API pricing, so a higher max output cap is a capability, not a discount.
Which model has better throughput, Claude 3.5 Sonnet or GPT-5.5 Pro?
Claude 3.5 Sonnet has a measured throughput of approximately 78 tokens/second. Throughput data for GPT-5.5 Pro is not yet available. Throughput (tokens per second) and time-to-first-token are why two models with the same per-million-token price can still feel different in chat and agents.
How do I switch the models in this Claude 3.5 Sonnet vs GPT-5.5 Pro comparison?
Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open Claude 3.5 Sonnet or GPT-5.5 Pro from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.
