Real usage data for codex-auto-review from 1 developers on clawdboard. codex-auto-review is an AI model tracked through clawdboard for coding usage. All costs are estimated from token counts and published Unknown API pricing.
As of May 5, 2026 at 4:29 PM UTC, codex-auto-review ranks #37 out of 56 tracked AI coding models on clawdboard, accounting for 0% of total community spend. 1 developer has used codex-auto-review, generating $1.59 in estimated API cost and 888.4k tokens (482.4k input, 1.1k output). The average estimated cost per developer is $1.59 (median: $1.59). codex-auto-review has been tracked on clawdboard since May 5, 2026. Data is updated hourly from opt-in developer usage logs.Last updated: May 5, 2026 at 4:29 PM UTC · Refreshed hourly · Tracked since May 5, 2026
Aggregate codex-auto-review usage across all 1 developers who have used this model.
Total Estimated Cost
$1.59
0% of community spend
Total Tokens
888.4k
100% input / 0% output
Developers
1
using codex-auto-review
Model Rank
#37
of 56 tracked models
Detailed breakdown
Avg Cost per Developer
$1.59
median: $1.59
Input Tokens
482.4k
prompt + context
Output Tokens
1.1k
generated responses
Avg Cost per Token
$0.000002
estimated blended rate
How much are developers spending on codex-auto-review 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.
Last 1 days · 7-day moving average
Developers have consumed 888.4k tokens through codex-auto-review, split between 482.4k input tokens (prompts, context, files) and 1.1k output tokens (generated code, explanations, edits).
Prompt caching has processed 0 cache creation tokens and 404.9k 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..
Based on data from 1 developers, the average estimated codex-auto-review usage cost is $1.59 per developer (all-time). The median is $1.59, reflecting the gap between occasional and heavy codex-auto-review users.
codex-auto-review accounts for 0% of total community spend across all 56 tracked models, ranking #37 by estimated cost.
These are estimated API-equivalent costs, not actual bills. Most developers use codex-auto-review 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 codex-auto-review with other Unknown models tracked on clawdboard.
Common questions about codex-auto-review usage, cost, and performance data.
Based on data from 1 developers on clawdboard, the average estimated codex-auto-review usage cost is $1.59 per developer (all-time). The median is $1.59. These are estimated API-equivalent costs calculated from token counts and published Unknown pricing — most developers pay flat subscription fees, not per-token billing.
codex-auto-review ranks #37 out of 56 tracked models by total estimated cost, accounting for 0% of all community spend on clawdboard. 1 developers have used codex-auto-review. Higher-tier models often dominate cost share even with fewer users due to higher per-token pricing.
codex-auto-review is an AI model tracked through clawdboard for coding usage. Developers use it through AI coding tools tracked by clawdboard — including Claude Code, OpenCode, and Codex CLI. The token ratio for codex-auto-review is 100% input / 0% 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. codex-auto-review has been tracked on clawdboard since May 5, 2026.
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