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>o3 Usage Statistics

Real usage data for o3 from 1 developers on clawdboard. o3 is an OpenAI reasoning model designed for complex problem-solving, used through Codex CLI and OpenCode. All costs are estimated from token counts and published OpenAI API pricing.

As of November 12, 2026 at 1:13 AM UTC, o3 ranks #128 out of 275 tracked AI coding models on clawdboard, accounting for 0% of total community spend. 1 developer has used o3, generating $20.63 in estimated API cost and 7.7M tokens (7.4M input, 349.1k output). The average estimated cost per developer is $20.63 (median: $20.63). o3 has been tracked on clawdboard since June 17, 2025. Data is updated hourly from opt-in developer usage logs.

Last updated: November 12, 2026 at 1:13 AM UTC · Refreshed hourly · Tracked since June 17, 2025

>o3 at a Glance

Aggregate o3 usage across all 1 developers who have used this model.

Total Estimated Cost

$20.63

0% of community spend

Total Tokens

7.7M

95% input / 5% output

Developers

1

using o3

Model Rank

#128

of 275 tracked models

Detailed breakdown

Avg Cost per Developer

$20.63

median: $20.63

Input Tokens

7.4M

prompt + context

Output Tokens

349.1k

generated responses

Avg Cost per Token

$0.000003

estimated blended rate

How much are developers spending on o3 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 o3 Usage

Not enough daily data available yet for trend analysis.

o3 Token Breakdown

Developers have consumed 7.7M tokens through o3, split between 7.4M input tokens (prompts, context, files) and 349.1k output tokens (generated code, explanations, edits).

The higher input-to-output ratio suggests developers send substantial context (files, documentation, error messages) along with their prompts..

95% in
Input (95%)Output (5%)

How Much Does o3 Cost for Coding?

Based on data from 1 developers, the average estimated o3 usage cost is $20.63 per developer (all-time). The median is $20.63, reflecting the gap between occasional and heavy o3 users.

o3 accounts for 0% of total community spend across all 275 tracked models, ranking #128 by estimated cost.

These are estimated API-equivalent costs, not actual bills. Most developers use o3 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.

Compare o3 with other OpenAI models tracked on clawdboard.

o3 FAQ

Common questions about o3 usage, cost, and performance data.

[01]How much does o3 cost for coding?

Based on data from 1 developers on clawdboard, the average estimated o3 usage cost is $20.63 per developer (all-time). The median is $20.63. These are estimated API-equivalent costs calculated from token counts and published OpenAI pricing — most developers pay flat subscription fees, not per-token billing.

[02]How popular is o3 compared to other AI coding models?

o3 ranks #128 out of 275 tracked models by total estimated cost, accounting for 0% of all community spend on clawdboard. 1 developers have used o3. Higher-tier models often dominate cost share even with fewer users due to higher per-token pricing.

[03]What is o3 used for in coding?

o3 is an OpenAI reasoning model designed for complex problem-solving, used through Codex CLI and OpenCode. Developers use it through AI coding tools tracked by clawdboard — including Claude Code, OpenCode, and Codex CLI. The token ratio for o3 is 95% input / 5% output, indicating how developers interact with the model.

[04]Where does this o3 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 o3 data updated?

Individual developers sync their usage every 4 hours by default. The aggregate statistics on this page are recalculated hourly. o3 has been tracked on clawdboard since June 17, 2025.

Track Your o3 Usage

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