>gemini-3.1-pro-preview Usage Statistics

Based on data from 2 developers on clawdboard, the average estimated gemini-3.1-pro-preview usage cost is $0.67 per developer (all-time). The median is $0.67. These are estimated API-equivalent costs calculated from token counts and published Google pricing — most developers pay flat subscription fees, not per-token billing.

gemini-3.1-pro-preview ranks #46 out of 67 tracked models by total estimated cost, accounting for 0% of all community spend on clawdboard. 2 developers have used gemini-3.1-pro-preview. Higher-tier models often dominate cost share even with fewer users due to higher per-token pricing.

gemini-3.1-pro-preview is Google's flagship Gemini model, used through Gemini CLI and Antigravity for complex coding tasks. Developers use it through AI coding tools tracked by clawdboard — including Claude Code, OpenCode, and Codex CLI. The token ratio for gemini-3.1-pro-preview is 96% input / 4% output, indicating how developers interact with the model.

All data comes from developers who voluntarily track their AI coding usage through clawdboard. The CLI reads local log files from supported tools on each developer's machine and extracts aggregate token counts and model identifiers. No code, prompts, or conversation content is collected — only token counts and estimated costs.

Individual developers sync their usage every 2 hours by default. The aggregate statistics on this page are recalculated hourly. gemini-3.1-pro-preview has been tracked on clawdboard since April 3, 2026.