clawdboard_// gemini-3.1-pro-preview statistics>gemini-3.1-pro-preview Usage Statistics
flagshipReal usage data for gemini-3.1-pro-preview from 3 developers on clawdboard. gemini-3.1-pro-preview is Google's flagship Gemini model, used through Gemini CLI and Antigravity for complex coding tasks. All costs are estimated from token counts and published Google API pricing.
As of September 20, 2026 at 11:32 PM UTC, gemini-3.1-pro-preview ranks #110 out of 189 tracked AI coding models on clawdboard, accounting for 0% of total community spend. 3 developers have used gemini-3.1-pro-preview, generating $3.34 in estimated API cost and 2.5M tokens (826.5k input, 33.1k output). The average estimated cost per developer is $1.11 (median: $0.71). gemini-3.1-pro-preview has been tracked on clawdboard since March 1, 2026. Data is updated hourly from opt-in developer usage logs.Last updated: September 20, 2026 at 11:32 PM UTC · Refreshed hourly · Tracked since March 1, 2026
>gemini-3.1-pro-preview at a Glance
Aggregate gemini-3.1-pro-preview usage across all 3 developers who have used this model.
Total Estimated Cost
$3.34
0% of community spend
Total Tokens
2.5M
96% input / 4% output
Developers
3
using gemini-3.1-pro-preview
Model Rank
#110
of 189 tracked models
Detailed breakdown
Avg Cost per Developer
$1.11
median: $0.71
Input Tokens
826.5k
prompt + context
Output Tokens
33.1k
generated responses
Avg Cost per Token
$0.000001
estimated blended rate
>gemini-3.1-pro-preview Daily Usage Trends
How much are developers spending on gemini-3.1-pro-preview each day? This chart shows the 7-day moving average of estimated daily cost and active user count. Spikes often correspond to new version releases or pricing changes.
Daily gemini-3.1-pro-preview Usage
Not enough daily data available yet for trend analysis.
gemini-3.1-pro-preview Token Breakdown
Developers have consumed 2.5M tokens through gemini-3.1-pro-preview, split between 826.5k input tokens (prompts, context, files) and 33.1k output tokens (generated code, explanations, edits).
Prompt caching has processed 0 cache creation tokens and 1.7M cache read tokens. Cache reads are significantly cheaper per token, reducing the effective cost for developers with repeated context.
The higher input-to-output ratio suggests developers send substantial context (files, documentation, error messages) along with their prompts..
How Much Does gemini-3.1-pro-preview Cost for Coding?
Based on data from 3 developers, the average estimated gemini-3.1-pro-preview usage cost is $1.11 per developer (all-time). The median is $0.71, reflecting the gap between occasional and heavy gemini-3.1-pro-preview users.
gemini-3.1-pro-preview accounts for 0% of total community spend across all 189 tracked models, ranking #110 by estimated cost. As a flagship model, it commands a higher per-token price, which means it can dominate cost share even when other models see more total requests.
These are estimated API-equivalent costs, not actual bills. Most developers use gemini-3.1-pro-preview through subscription-based tools (Claude Code, OpenCode, Codex CLI) with flat monthly pricing. The estimated cost is useful for comparing usage intensity across models and developers.
>Other Google Models
Compare gemini-3.1-pro-preview with other Google models tracked on clawdboard.
gemini-3.1-pro-preview FAQ
Common questions about gemini-3.1-pro-preview usage, cost, and performance data.
[01]How much does gemini-3.1-pro-preview cost for coding?
Based on data from 3 developers on clawdboard, the average estimated gemini-3.1-pro-preview usage cost is $1.11 per developer (all-time). The median is $0.71. These are estimated API-equivalent costs calculated from token counts and published Google pricing — most developers pay flat subscription fees, not per-token billing.
[02]How popular is gemini-3.1-pro-preview compared to other AI coding models?
gemini-3.1-pro-preview ranks #110 out of 189 tracked models by total estimated cost, accounting for 0% of all community spend on clawdboard. 3 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.
[03]What is gemini-3.1-pro-preview used for in coding?
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.
[04]Where does this gemini-3.1-pro-preview usage data come from?
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.
[05]How often is gemini-3.1-pro-preview data updated?
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 March 1, 2026.
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