Google's Gemini 4 Carbon Trails Anthropic's Opus on Accuracy

Google's Gemini 4 Carbon cut its false-claim rate from 36% to 18% in Theo Browne's review, but most rivals, including Anthropic's Opus, fabricate at 0–1%.

Gemini 4 Carbon's false-claim rate fell from 36% for the previous Gemini model to 18%, according to developer Theo Browne's review.

Browne said most competing models, including Anthropic's Opus, fabricate at 0–1%.

In Artificial Analysis data, Carbon's average task took 22 minutes on low reasoning effort, while Opus took 3 minutes 1 second on low.

The introductory price of $2 per million input tokens and $10 per million output tokens doubles on December 1, 2026.

Browne argues that cost per task, not token price, is the figure that matters.

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