API cost decision in 10 seconds

🔥GPT-5.6 Sol vs Claude Opus 5 (batch)

Pick GPT-5.6 Sol when budget and context both matter.

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

Budget verdict

Pick GPT-5.6 Sol when budget and context both matter.

On the standard 1M input plus 500K output workload, GPT-5.6 Sol is estimated at $7 vs $8.75 for Claude Opus 5 (batch), saving $1.75 (20% lower).

Cost-first pickGPT-5.6 Sol
Context-first pickGPT-5.6 Sol
Sample savings$1.7520%
10x traffic gap$17.5

GPT-5.6 Sol is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $17.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

GPT-5.6 Sol stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGPT-5.6 SolClaude Opus 5 (batch)
Input-heavy / RAG5M input + 500K outputGPT-5.6 Sol$15$18.75
Balanced workload1M input + 1M outputGPT-5.6 Sol$12$15
Output-heavy chatbot1M input + 5M outputGPT-5.6 Sol$52$65
Cheaper input GPT-5.6 Sol $2 vs $2.5 / 1M

GPT-5.6 Sol is $0.5 cheaper per 1M input tokens (20% lower; 1.25x difference).

Cheaper output GPT-5.6 Sol $10 vs $12.5 / 1M

GPT-5.6 Sol is $2.5 cheaper per 1M output tokens (20% lower; 1.25x difference).

Larger context GPT-5.6 Sol 1.05M vs 1M

GPT-5.6 Sol has 50K more context (1.05x larger).

Sample workload GPT-5.6 Sol $7 vs $8.75

GPT-5.6 Sol is $1.75 cheaper on the standard workload (20% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GPT-5.6 Sol Calculating… Estimated API cost
Claude Opus 5 (batch) 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

GPT-5.6 Sol has the lower input price; GPT-5.6 Sol has the lower output price; GPT-5.6 Sol offers the larger context window. For the 1M input plus 500K output sample, GPT-5.6 Sol is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $7 for GPT-5.6 Sol and $8.75 for Claude Opus 5 (batch).

Best Fit

Choose GPT-5.6 Sol when you care most about lower input-token price, lower output-token price, and larger context window.

Choose Claude Opus 5 (batch) 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, GPT-5.6 Sol is estimated at $7 vs $8.75 for Claude Opus 5 (batch), saving $1.75 (20% lower).
  • GPT-5.6 Sol is $1.75 cheaper on the standard workload (20% lower).
  • GPT-5.6 Sol is $0.5 cheaper per 1M input tokens (20% lower; 1.25x difference).
  • GPT-5.6 Sol is $2.5 cheaper per 1M output tokens (20% lower; 1.25x difference).
  • GPT-5.6 Sol has 50K more context (1.05x larger).
Head-to-Head Specs
Feature🔥GPT-5.6 Sol
(OpenAI)
Claude Opus 5 (batch)
(Anthropic)
Input Price
prompt tokens per 1M
$2$2.5
Completion Price
per 1M tokens
$10$12.5
Sample Workload Cost
1M input + 500K output
$7$8.75
Context Window1.05M1M
Release Date
Popularity#15

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionGPT-5.6 SolOn the standard 1M input plus 500K output workload, GPT-5.6 Sol is estimated at $7 vs $8.75 for Claude Opus 5 (batch), saving $1.75 (20% lower).
High-volume input processingGPT-5.6 SolLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsGPT-5.6 SolLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGPT-5.6 SolA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • gpt-oss-120b (free) can replace GPT-5.6 Sol when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-5.6 Sol when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-5.6 Sol when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace GPT-5.6 Sol when lower sample workload cost matters most: $0.12.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

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Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

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Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

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OpenAI catalog

Review all tracked OpenAI models before deciding whether this matchup is the right shortlist.

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Anthropic catalog

Check other Anthropic models with comparable pricing, context, or release timing.

Open Anthropic models
GPT-5.6 Sol

GPT-5.6 Sol is the flagship model in OpenAI's GPT-5.6 series. It is suited for complex reasoning, coding, and agentic workflows, and is particularly strong at command-line and multi-step coding tasks...

Claude Opus 5 (batch)

Claude Opus 5 is Anthropic’s flagship model for demanding reasoning, coding, and long-horizon agentic work. It is particularly strong at end-to-end software tasks, code review and bug finding, visual analysis...