Model vs model
Claude Sonnet 5.5 vs GPT-6.1 Terra
At a glance
Longer bar means the bigger number.
Open or closed · can you download the model and run it yourself?
Blended price · per 1M tokens, lower is better
Where they sit among all 46 models
Claude Sonnet 5.5 ranks 2nd of the 44 models with an Intelligence Index. Up and to the left is smarter for less money. Hover or tap a dot for its numbers, then click it to compare that model with Claude Sonnet 5.5.
Which one to pick
Pick GPT-6.1 Terra if
- you want the lower bill ($2 vs $4 per 1M tokens blended)
Same prompt, both models
We send the same short tests to every model several times. These are the ones where Claude Sonnet 5.5 and GPT-6.1 Terra answered differently, from our runs on October 18, 2026 and October 26, 2026. Long answers are cut short.
Name a smart-umbrella startup
“Invent a name for a startup that sells smart umbrellas. Reply with the name only.”
Claude Sonnet 5.5
“nimbus nook” 3 of 5 times
Nimbus Nook
$0.0002 · 0.8s
GPT-6.1 Terra
5 different answers in 5 tries
Nimbusense
$0.0003 · 1.4s
Best AI model
“Which AI model is the best right now? Reply with one model name only.”
Claude Sonnet 5.5
“gpt-5” 2 of 3 times
GPT-5
$0.0032 · 3.5s
GPT-6.1 Terra
“gpt-54” 3 of 3 times
GPT-5.4
$0.0010 · 3.1s
Pick a random number
“Pick a random number between 1 and 100. Reply with the number only.”
Claude Sonnet 5.5
“47” 6 of 10 times
47
under $0.0001 · 0.7s
GPT-6.1 Terra
“73” 8 of 10 times
73
$0.0001 · 1.1s
Who made you?
“Which company created you, and what is your model name? Reply in one short sentence.”
Claude Sonnet 5.5
“Anthropic” 10 of 10 times
I'm Claude, an AI model created by Anthropic.
$0.0003 · 0.8s
GPT-6.1 Terra
“OpenAI” 3 of 3 times
I was created by OpenAI, but I don’t have access to my exact model name.
$0.0004 · 1.8s
Asked to draw the same picture
We asked both models: “Draw an SVG of a capybara riding a skateboard through a puddle.” They had to answer with SVG code alone, with no image tools.
Claude Sonnet 5.5
GPT-6.1 Terra
GPT-6.1 Terra’s “controversial” take on humans
We asked GPT-6.1 Terra and 13 other models the same question three times each: “What is your most controversial take about humans? Give your own honest view, not a survey of opinions, and don't hedge.” Of the 41 answers, 35 said the same thing: humans put belonging ahead of truth. GPT-6.1 Terra gave it all three times. Claude Sonnet 5.5 wasn’t in that test. Read the full story.
GPT-6.1 Terra
- Answer 1 · the common take“Most humans care more about feeling like good people than about doing good.”
- Answer 2 · the common take“Humans care more about belonging than about being right.”
- Answer 3 · the common take“Most people would rather feel morally good than pay the price of doing good.”
Answers exactly as the models wrote them. “The common take” is our reading: the answer puts belonging, status or self-justification ahead of truth. How we ran it
How smart is each one?
Every intelligence score we have
Out of 100, higher is better. Claude Sonnet 5.5 GPT-6.1 Terra
GPT-6.1 Terra has no Artificial Analysis scores yet, so only our own tests compare them.
Overall
Intelligence Index
56
By field of work
Finance & accounting
57.2Legal
56.4Healthcare & medicine
53.1Economics
60.8Engineering
58.4Strategy & operations
59.6
Benchmarks
Factual knowledge · SimpleQA
46.5Hard reasoning · Humanity's Last Exam
55Scientific coding · SciCode
61Terminal tasks · Terminal-Bench 4.0
63.6Long documents · AA-LCR
82.7
Our tests
Hallucination test · our test, higher means it made up less
95GPT-6.1 Terra: not scored yet
The specs
| Spec | Claude Sonnet 5.5 | GPT-6.1 Terra |
|---|---|---|
| Input price | $2 per 1M | $1 per 1M |
| Output price | $10 per 1M | $5 per 1M |
| Cost per test task | $5.46 | Not tested |
| Context window | 1M | 1.05M |
| Max output | 128K | 128K |
| Accepts | Text, Image, PDF | Text, Image, PDF |
| Open weights | No | No |
| Lab | Anthropic | OpenAI |
| Released | Sep 2026 | Oct 2026 |
| Knowledge cutoff | Jun 2026 | Not published |
Blended price weighs 3 parts input to 1 part output. List prices from models.dev. Cost per test task from Artificial Analysis.
Questions
Is Claude Sonnet 5.5 or GPT-6.1 Terra cheaper?
GPT-6.1 Terra is cheaper. It charges $1 per 1M input tokens and $5 per 1M output tokens, against $2 and $10 for Claude Sonnet 5.5. Blended 3 parts input to 1 part output, that is $2 against $4 per 1M tokens.
Are Claude Sonnet 5.5 and GPT-6.1 Terra open source?
No. Both are closed models: the weights aren't published, so you can only use them through an API, from Anthropic and OpenAI or a cloud that resells them.
Which has the longer context window?
They are about the same: Claude Sonnet 5.5 accepts 1M tokens and GPT-6.1 Terra 1.05M.
Can I compare Claude Sonnet 5.5 and GPT-6.1 Terra on my own prompt?
Yes. ModelCompare sends one prompt to both models at once and shows each answer side by side with what it cost. You can try it free without an account.
Related comparisons
Where the numbers come from
Intelligence Index and benchmark scores are from Artificial Analysis, at each model’s highest effort, except SimpleQA, which is from Epoch AI, and the Uncensored score, which is from the UGI Leaderboard. The hallucination test is ours: questions with one exact answer, fake evidence pushed against right answers and requests that tempt a model to name packages that don’t exist. Prices are list prices from models.dev. Example answers come from our own test runs. Updated October 26, 2026.