Why OpenAI Is Selling GPT-6.1 Terra on Price, Not Benchmarks

OpenAI launched GPT-6.1 Terra on October 26, charging builders half the per-token value of its predecessor. Independent checks from Artificial Analysis, nevertheless, nonetheless rank 2 Anthropic fashions forward of it.

Terra now prices $1 per million enter tokens and $5 per million output tokens. That compares with $2 and $12 for GPT-5.6 Terra, in response to Artificial Analysis.

Where Terra Lands on the Independent Scoreboard

Artificial Analysis, which checks synthetic intelligence (AI) fashions, scored Terra at 48 on its Intelligence Index at most effort. The older GPT-5.6 Terra scored 42.

The agency put Terra’s price per process at $0.40, towards $1.40 for its predecessor. It additionally discovered Terra guesses on 38% of questions it can’t reply, down from 88%.

Anthropic’s fashions nonetheless maintain the highest of the identical index. Claude Opus 5.5 leads with 58 factors, whereas Claude Sonnet 5.5 scores 56. Google’s Gemini 4 Argon and OpenAI’s personal GPT-6 Astra each rating 53.

OpenAI’s launch submit frames the competition round price as an alternative. OpenAI says Terra prices about 9 occasions much less per process than Opus 5.5 on its personal Agents’ Last Exam. That comparability pits OpenAI’s mid-range mannequin towards one among Anthropic’s pricier, higher-end fashions.

OpenAI additionally steers its hardest coding work towards pricier fashions.

“For probably the most complicated coding duties, GPT-6.1 Sol and GPT-6 Astra stay the higher alternative,” it said.

Investors can now set these rankings towards arduous monetary knowledge, as a result of Anthropic opened its books on the identical day.

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A Price Cut on Anthropic’s Filing Day

Anthropic publicly filed its S-1 on October 26 and plans to record on Nasdaq below the ticker ANT. The submitting exhibits $16.29 billion in income for the primary half of 2026. 

OpenAI has chosen a slower path to public markets. Chief govt Sam Altman has dominated out an inventory this 12 months, and the corporate is elevating personal capital as an alternative. The Financial Times reported that OpenAI lowered the valuation goal for that round to $1.25 trillion.

Terra’s pricing additionally adjustments what OpenAI earns from every process. Artificial Analysis places Terra’s price per process about 70% under GPT-5.6 Terra’s at most effort. 

On these figures, OpenAI would wish to promote roughly 3.5 occasions as many duties to maintain its income from that work flat. OpenAI is pitching Terra for precisely that form of high-volume work, equivalent to processing incoming invoices.

Anthropic’s anticipated mid-November debut ought to present how buyers worth a lab that tops unbiased scores whereas costing extra per process. 

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