API cost decision in 10 seconds

🔥Claude Sonnet 4.6 vs OpenAI GPT Latest

Pick Claude Sonnet 4.6 for lower cost; pick OpenAI GPT Latest only if the larger context window matters more.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Claude Sonnet 4.6 for lower cost; pick OpenAI GPT Latest only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Claude Sonnet 4.6 is estimated at $10.5 vs $20 for OpenAI GPT Latest, saving $9.5 (47.5% lower).

Cost-first pickClaude Sonnet 4.6
Context-first pickOpenAI GPT Latest
Sample savings$9.547.5%
10x traffic gap$95

OpenAI GPT Latest has more context, but Claude Sonnet 4.6 saves $9.5 on the standard workload. At 10x that traffic, the same price gap is about $95. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Claude Sonnet 4.6 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickClaude Sonnet 4.6OpenAI GPT Latest
Input-heavy / RAG5M input + 500K outputClaude Sonnet 4.6$22.5$40
Balanced workload1M input + 1M outputClaude Sonnet 4.6$18$35
Output-heavy chatbot1M input + 5M outputClaude Sonnet 4.6$78$155
Cheaper input Claude Sonnet 4.6 $3 vs $5 / 1M

Claude Sonnet 4.6 is $2 cheaper per 1M input tokens (40% lower; 1.67x difference).

Cheaper output Claude Sonnet 4.6 $15 vs $30 / 1M

Claude Sonnet 4.6 is $15 cheaper per 1M output tokens (50% lower; 2x difference).

Larger context OpenAI GPT Latest 1M vs 1.05M

OpenAI GPT Latest has 50K more context (1.05x larger).

Sample workload Claude Sonnet 4.6 $10.5 vs $20

Claude Sonnet 4.6 is $9.5 cheaper on the standard workload (47.5% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Claude Sonnet 4.6 Calculating… Estimated API cost
OpenAI GPT Latest Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Claude Sonnet 4.6 has the lower input price; Claude Sonnet 4.6 has the lower output price; OpenAI GPT Latest offers the larger context window. For the 1M input plus 500K output sample, Claude Sonnet 4.6 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $10.5 for Claude Sonnet 4.6 and $20 for OpenAI GPT Latest.

Best Fit

Choose Claude Sonnet 4.6 when you care most about lower input-token price, and lower output-token price.

Choose OpenAI GPT Latest when you care most about larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, Claude Sonnet 4.6 is estimated at $10.5 vs $20 for OpenAI GPT Latest, saving $9.5 (47.5% lower).
  • Claude Sonnet 4.6 is $9.5 cheaper on the standard workload (47.5% lower).
  • Claude Sonnet 4.6 is $2 cheaper per 1M input tokens (40% lower; 1.67x difference).
  • Claude Sonnet 4.6 is $15 cheaper per 1M output tokens (50% lower; 2x difference).
  • OpenAI GPT Latest has 50K more context (1.05x larger).
Head-to-Head Specs
Feature🔥Claude Sonnet 4.6
(Anthropic)
OpenAI GPT Latest
(OpenAI)
Input Price
prompt tokens per 1M
$3$5
Completion Price
per 1M tokens
$15$30
Sample Workload Cost
1M input + 500K output
$10.5$20
Context Window1M1.05M
Release Date
Popularity#4

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionClaude Sonnet 4.6On the standard 1M input plus 500K output workload, Claude Sonnet 4.6 is estimated at $10.5 vs $20 for OpenAI GPT Latest, saving $9.5 (47.5% lower).
High-volume input processingClaude Sonnet 4.6Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsClaude Sonnet 4.6Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workOpenAI GPT LatestA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Claude 3 Haiku can replace Claude Sonnet 4.6 when lower sample workload cost matters most: $0.88.
  • Claude 3.5 Haiku can replace Claude Sonnet 4.6 when lower sample workload cost matters most: $2.8.
  • Anthropic Claude Haiku Latest can replace Claude Sonnet 4.6 when lower sample workload cost matters most: $3.5.
  • Claude Haiku 4.5 can replace Claude Sonnet 4.6 when lower sample workload cost matters most: $3.5.
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Provider catalogs

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Anthropic catalog

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OpenAI catalog

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Claude Sonnet 4.6

Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...

OpenAI GPT Latest

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