OpenAI’s fast, lower-cost model for computer use, coding, and everyday work: what it is and how to use it well
10 bite-sized sections
2 min read
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Short answer
A free GPT-6.1 Terra guide as of October 2026: what Terra is, where it fits in the GPT-6.1 family, ChatGPT and Codex access, API model ID and pricing, speed and benchmark claims, computer use, coding, writing, safety notes, when to choose Terra, prompts, and how to test it.
GPT-6.1 Terra is a mid-tier OpenAI model released on October 26, 2026. OpenAI designed it for fast, capable computer use at a lower price: reading what is on screen, acting across apps, coding, and writing naturally.
Terra is made for everyday work you want done fast and cheaply.
02
Find where to use it
ChatGPT
Now rolling out to Plus, Pro, Enterprise, and Edu users
Codex
Available inside OpenAI’s coding agent
API
Model ID gpt-6.1-terra
03
Check the API pricing
Input
$1 per million tokens
Cached input
$0.05 per million tokens
Output
$5 per million tokens
That sits well under the previous Terra model’s $2 input and $12 output. Prices may change, so confirm them on OpenAI’s pricing page.
04
Weigh the speed and performance claims
OpenAI says Terra matches GPT-6 Astra at roughly a tenth of the price per token
OpenAI says Terra runs over three times faster than GPT-6 Astra and GPT-6.1 Sol
Independent analysts at Artificial Analysis measured a clear gain over the previous Terra at under a third of the cost per task
Most performance numbers come from OpenAI itself. Test it on your own work.
05
Use it for computer use
Reads screens and acts across apps
Handles form filling, data entry, and app testing well
Needs close watching at first, with approvals on for anything sensitive
06
Use it for coding
Quick edits, bug fixes, and tests in Codex
Many small tasks run side by side
Larger models for the hardest architecture problems
07
Use it for writing and everyday work
Drafting emails and documents
Summaries and analysis
Research with sources
08
Decide when to choose Terra
Choose Terra
High-volume, everyday, and computer-use tasks where speed and cost count
Choose a larger model
The toughest reasoning, research, and long, complex projects
09
Read the safety notes
OpenAI rates Terra at its Critical level for cybersecurity under its Preparedness Framework, with safeguards in place
Computer-using agents can act on your behalf, so restrict their access
Never let it handle your passwords or payments
10
Test it fairly
Choose ten real tasks
Run each one on Terra and on your current model
Compare quality, speed, and cost per completed task
Here are the task, the files, and what done looks like. Show me your plan, then finish the task, and list anything you are unsure about.
The golden rule
Do not use the biggest model for everything. Use Terra where speed and cost count, and check the work that matters most.
Terra
ChatGPT
Codex
API
Computer use
Pricing
Test
This week, run five of your everyday tasks on GPT-6.1 Terra and compare the cost and quality.
It has 10 sections, starting with “Meet GPT-6.1 Terra”, “Find where to use it”, “Check the API pricing” and “Weigh the speed and performance claims”, plus 6 more sections.
How long does it take to read?
About 2 minutes. Every section is a short, self-contained card, so you can jump straight to the part you need.
Is this guide free?
Yes. The full guide is free to read on this page, with no sign-up.
For research and ideas only. Results vary and nothing here is a promise of income. See our Disclaimer.
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