Google’s $GOOG performance-per-dollar improvements with each TPU generation is helping it offer among the lowest “cost per intelligence task”, with Gemini 3.1 Pro Preview costing an average of $1.30, or 51% cheaper than GPT 5.5 (high) and 76% cheaper than Claude Sonnet 5.5.
Google’s TPU 8i, delivering up to an 80% performance-per-dollar improvement over Ironwood, could extend this further.
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