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GPT-6.1 Terra: a computer-use model at half the API price

GPT-6.1 Terra announcement card
Image: OpenAI Concept illustration (generated)

What is it?

GPT-6.1 Terra is OpenAI's mid-tier model for computer use (understanding what's on screen and acting across apps) and everyday writing. OpenAI says that at medium reasoning effort it scores 15 points higher than GPT-5.6 Terra on Agents' Last Exam at about a third of the costVendor claim, and that it solves 50.3% of Terminal-Bench 4.0 at max effortVendor claim. The API name is gpt-6.1-terra, with a 1.05M-token context window and up to 128K output tokens.

Why does it matter?

Standard pricing is $1 per million input tokens and $5 per million output, half of SolVendor claim, which makes high-volume screen automation like reading invoices or filling forms much cheaper to run. OpenAI reports its internal error rate at low effort dropped from 53.6% to 16.7%Vendor claim, so it's worth testing a cheap low-effort setup first and raising effort only where needed. OpenAI still points to Sol or Astra for the hardest coding work.

Maturity

GAGenerally available today in ChatGPT Plus, Pro, Enterprise and Edu, in Codex, and in the API. Every benchmark number is OpenAI's own.

How to track it

  • Independent numbers: see whether trackers like artificialanalysis.ai confirm Terra's speed and price-performance claims.
  • Pricing and limits: watch the API pricing page and Codex usage docs for changes to the long-prompt surcharge above 272K tokens and to subscription allowances.
  • From the team: follow Codex lead Tibo (@thsottiaux) on X for news on whether Terra becomes a Codex default.

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