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Claude Opus 5 vs GPT-6 Astra
Price, context window and capabilities side by side — read from the same catalog that meters your calls, not from a press release.
Claude Opus 5 is 2.0x cheaper on input. Claude Opus 5 is 2.0x cheaper on output. GPT-6 Astra holds 1.1M tokens against 200K.
At a glance
Side by side
Anthropic
The Claude 5 generation's deep-work model, maximum-capability reasoning for research, architecture, and hard agentic tasks.
Specifications
Every difference we can measure
| Claude Opus 5 | GPT-6 Astra | |
|---|---|---|
| Input price | $5/M | $10/M |
| Output price | $25/M | $50/M |
| Context window | 200K tokens | 1.1M tokens |
| Vision | Yes | Yes |
| Tool calling | Yes | Yes |
A row appears only when we hold the fact for both models. Anything the provider has not published is left out rather than guessed, so an empty row is missing data and never a zero.
Verdict
Which to pick
Opus 5 is the Claude generation's deep-work model at half Astra's token price; Astra answers with a far bigger window and native reasoning-effort control. On a known workload, run both behind the same key and let your eval, not the datasheet, pick per task.
Keep looking
Related comparisons
FAQ
Frequently asked questions
What is the difference between Claude Opus 5 and GPT-6 Astra?
Claude Opus 5 is 2.0x cheaper on input. Claude Opus 5 is 2.0x cheaper on output. GPT-6 Astra holds 1.1M tokens against 200K. Both run on the same endpoint and the same key here, so trying each is a one-line change to the model id.
Which is cheaper, Claude Opus 5 or GPT-6 Astra?
Claude Opus 5 is, on input tokens. Output usually dominates the bill on generative work, so check the output row above against your own ratio of prompt to completion before deciding.
Can I switch between Claude Opus 5 and GPT-6 Astra without changing my code?
Yes. Both are OpenAI-compatible through one CompanyFabric key, so switching is the model string and nothing else — no second SDK, no second contract, one prepaid balance across both.
Do I have to choose?
No. Send companyfabric/auto and we route each request to the cheapest model that can serve it, which is how most people use both without deciding in advance.
One key. Every model. Exact prices.
Run Claude Opus 5 and GPT-6 Astra on the same key and compare them on your own prompts. Free starter credits included, no subscription required.