What AI Code Review Costs After the GPT-5.6 Luna Price Cut

On 30 July 2026 OpenAI cut GPT-5.6 Luna's price by 80 percent. Here is a real review it produced, and what it cost.

This is a real review from Cody's Private AI PR Reviewer on a public pull request, produced by GPT-5.6 Luna. The header names the model.

Cody's review comment on a public pull request, opening with a header naming gpt-5.6-luna, followed by a summary and detailed findings

How it works

Cody is a GitHub Action. A pull request opens, the workflow reads the diff through the GitHub API, sends it with a focused review prompt to the model on your own API key, and posts the review as a pull-request comment. There is no subscription and the unmodified Action has no integration with a Cody Labs-operated data service; you pay your selected model provider for tokens, and GitHub Actions minutes may apply on private repositories.

PR opened Cody Action runs Model reviews diff Review posted

What it cost

GPT-5.6 Luna is now US$0.20 per million input tokens and US$1.20 per million output tokens. The review above sent roughly 2,300 tokens of diff and prompt and returned a 2,370-character review. In visible tokens that is about a tenth of a cent.

The account's own meter is the simpler argument. Every request this billing window, including that review, totals 6,244 tokens across 15 requests, and the spend reads $0.00:

OpenAI usage dashboard showing total spend of zero dollars, 6,244 total tokens, and 15 requests for July 18 to August 2

Token figures are estimates at roughly four characters per token and exclude any hidden reasoning tokens; the dashboard total is the real bill.

What that adds up to

At these sizes a dollar covers hundreds of reviews. A team merging 100 pull requests a month would spend well under a dollar on review inference. The model cost of a review is now small against the human time it saves.

Run it on your repository

Cody is a free GitHub Action. Add the workflow, set an Anthropic or OpenAI API key as a secret, and every pull request gets a focused review.

See the Private AI PR Reviewer

Using GitLab or Azure DevOps? Cody Pro runs the same reviews in GitLab CI and Azure DevOps pipelines.