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Head to head

GPT-5.6 TerravsGemini 3.1 Pro (preview)

For tasks, about a month.

No verdict

One cost is measured and the other is modelled. The two bases are never ranked against each other, so no verdict is given. Each figure is shown on its own basis below.

Verified pricing, pass rate and cost per solved task for GPT-5.6 Terra and Gemini 3.1 Pro (preview)
FigureGPT-5.6 TerraGemini 3.1 Pro (preview)
Input $/Mtok$2$2
Output $/Mtok$12$12
Cached input $/Mtok$0.2$0.2
Pass rate60%46%
Cost per solved task$4.50measured$1.91modelled
Cost per month$900$382

Cost per month against tasks per month · drag the marker

Monthly cost against tasks per monthLog-log lines for Gemini 3.1 Pro (preview) (modelled, $1.91 per solved task), GPT-5.6 Terra (measured, $4.50 per solved task) from 10 to 100,000 tasks a month. Marker at 200 tasks.101001k10k100k$100$1k$10k$100kTASKS / MONTH (log) →200 tasksGemini 3.1 Pro (preview) · MODELED · $1.91 per solved task$382GPT-5.6 Terra · MEASURED · $4.50 per solved task$900— Gemini 3.1 Pro (preview) · MODELED— GPT-5.6 Terra · MEASURED

Solid measured · dashed modeled · dotted stale. The gap is the verdict.

Source: Artificial Analysis (artificialanalysis.ai) · verified 2026-08-21 · prices from each provider's pricing page; measured rows ignore the tier · Methodology · All models at these settings