API cost decision in 10 seconds

Claude Opus Latest vs GPT-5.2 Pro

Pick Claude Opus Latest when budget and context both matter.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Claude Opus Latest when budget and context both matter.

On the standard 1M input plus 500K output workload, Claude Opus Latest is estimated at $17.5 vs $105 for GPT-5.2 Pro, saving $87.5 (83.3% lower).

Cost-first pickClaude Opus Latest
Context-first pickClaude Opus Latest
Sample savings$87.583.3%
10x traffic gap$875

Claude Opus Latest is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $875. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Claude Opus Latest stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickClaude Opus LatestGPT-5.2 Pro
Input-heavy / RAG5M input + 500K outputClaude Opus Latest$37.5$189
Balanced workload1M input + 1M outputClaude Opus Latest$30$189
Output-heavy chatbot1M input + 5M outputClaude Opus Latest$130$861
Cheaper input Claude Opus Latest $5 vs $21 / 1M

Claude Opus Latest is $16 cheaper per 1M input tokens (76.2% lower; 4.2x difference).

Cheaper output Claude Opus Latest $25 vs $168 / 1M

Claude Opus Latest is $143 cheaper per 1M output tokens (85.1% lower; 6.72x difference).

Larger context Claude Opus Latest 1M vs 400K

Claude Opus Latest has 600K more context (2.5x larger).

Sample workload Claude Opus Latest $17.5 vs $105

Claude Opus Latest is $87.5 cheaper on the standard workload (83.3% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Claude Opus Latest Calculating… Estimated API cost
GPT-5.2 Pro 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 Opus Latest has the lower input price; Claude Opus Latest has the lower output price; Claude Opus Latest offers the larger context window. For the 1M input plus 500K output sample, Claude Opus Latest is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $17.5 for Claude Opus Latest and $105 for GPT-5.2 Pro.

Best Fit

Choose Claude Opus Latest when you care most about lower input-token price, lower output-token price, and larger context window.

Choose GPT-5.2 Pro when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, Claude Opus Latest is estimated at $17.5 vs $105 for GPT-5.2 Pro, saving $87.5 (83.3% lower).
  • Claude Opus Latest is $87.5 cheaper on the standard workload (83.3% lower).
  • Claude Opus Latest is $16 cheaper per 1M input tokens (76.2% lower; 4.2x difference).
  • Claude Opus Latest is $143 cheaper per 1M output tokens (85.1% lower; 6.72x difference).
  • Claude Opus Latest has 600K more context (2.5x larger).
Head-to-Head Specs
FeatureClaude Opus Latest
(Anthropic)
GPT-5.2 Pro
(OpenAI)
Input Price
prompt tokens per 1M
$5$21
Completion Price
per 1M tokens
$25$168
Sample Workload Cost
1M input + 500K output
$17.5$105
Context Window1M400K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionClaude Opus LatestOn the standard 1M input plus 500K output workload, Claude Opus Latest is estimated at $17.5 vs $105 for GPT-5.2 Pro, saving $87.5 (83.3% lower).
High-volume input processingClaude Opus LatestLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsClaude Opus LatestLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workClaude Opus 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 Opus Latest when lower sample workload cost matters most: $0.88.
  • Claude 3.5 Haiku can replace Claude Opus Latest when lower sample workload cost matters most: $2.8.
  • Anthropic Claude Haiku Latest can replace Claude Opus Latest when lower sample workload cost matters most: $3.5.
  • Claude Haiku 4.5 can replace Claude Opus Latest when lower sample workload cost matters most: $3.5.
Popular competitors
  • No popular competitor is currently available.

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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Anthropic catalog

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OpenAI catalog

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Claude Opus Latest

This model always redirects to the latest model in the Claude Opus family.

GPT-5.2 Pro

GPT-5.2 Pro is OpenAI’s most advanced model, offering major improvements in agentic coding and long context performance over GPT-5 Pro. It is optimized for complex tasks that require step-by-step reasoning,...