AI CODING ANALYTICS

Codex pricing
for teams, October 2026.

Codex comes with ChatGPT Plus at $20 a month, Pro from $100 and Business at $25 per user ($20 billed yearly), and Free and Go ($8) run GPT-6 Luna in the desktop app. Past a plan's limits you buy credits or run Codex on an API key at API prices.

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01See your team’s AI stack

Winding / Teams Last 30 days

Zest

3 Members 1 Agent
Team overview
67%
AI Adoption▲ 34 pts
240
PRs Merged▲ 101
96.1h
Median AI Time▲ 9.5h
57.2h
Build Hours▲ 20.3h
This week
Member AI PRs/wk AI Task Plan Impl Last Standup AI Stack
22.8/wk28 min ago
15.8/wk12 min ago
4/wkAug 14
—2 hours ago
Current AI models & harnesses As of Sep 8
Claude CodeFable 5.1 (max) (with fallback)70.4 · Coding Agent Index
CodexGPT-6 Astra (max)67.0 · Coding Agent Index
Muse CodeMuse Spark 1.3 (xhigh)64.2 · Coding Agent Index
Grok BuildGrok 4.5 (high)64.1 · Coding Agent Index
Kimi Code CLIKimi K362.6 · Coding Agent Index
OpencodeGemini 3.8 Flash (high)61.2 · Coding Agent Index
Cursor CLIComposer 2.5 Fast38.3 · Coding Agent Index

Demo setups use current model families. The pairings above are the combinations benchmarked by Artificial Analysis; rankings measure performance, not popularity.

Intelligence Index

Illustrative daily trends · Other totals: last 30 days. Build Hours: this week, model-estimated activity including overlap; not engineer hours.

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USED BY ENGINEERING TEAMS AT

FlypsCharmWildfiresGeoforgeMisaLabs

How much does Codex cost?

Codex comes with ChatGPT plans, and its use counts against the plan's limits. Per person or user:

ChatGPT plans that include Codex, per person or user. Prices verified October 4, 2026 against learn.chatgpt.com/docs/pricing.
PlanPriceCodex in it
Free and Go$0 and $8 a monthGPT-6 Luna in the desktop app, for quick tasks
Plus$20 a monthWeb, CLI, IDE extension and iOS, with GPT-6.1 Sol and GPT-6 Luna
Pro$100, $200 or $500 a monthMore usage and no five-hour limit for now; the top tier adds GPT-6 Astra Ultrafast
Business$25 per user a month, or $20 billed annuallyFrom 2 users, with admin controls and SAML SSO
Enterprise and EduPriced by salesSCIM, role-based access, user analytics and audit logs
API keyAPI prices per tokenCLI, SDK and IDE extension, without cloud features such as GitHub code review

Is Codex cheaper than Claude Code?

Per token, yes. At API list prices GPT-6.1 Sol costs half what Claude Opus 5.5 does, for input, cached input and output alike. On a plan, the entry tiers cost the same per month, and Codex Pro has no five-hour limit for now; Anthropic's side is on Claude Code pricing.

What decides a bill is how many tokens each agent spends on the same work, and we can't measure that fairly: our team runs mostly Claude Code. How the two compare on our own pull requests is on Claude Code vs Codex.

How heavy Codex use looks: our numbers

On a plan, Codex reports tokens and limits, not dollars. One engineer's Codex logs, and what Codex wrote in our two repos:

One engineer's Codex logs from June 21 to September 22, 2026 (when they stop), and pull requests merged in our two repos to October 3, 2026.
MeasuredValue
Codex sessions368, of which 188 were subagent threads
Input tokens6.55 billion, 96.7% of them cached
Reasoning36% of output tokens
Days the weekly limit reached 100%7, all in September
Days the five-hour limit reached 100%2, both in June
Codex's share of merged pull requests5% from July 5; 9.9% in the last 30 days
Pull requests Codex opened in September31, merged a median 37 minutes after opening

Codex API pricing per token

With an API key, Codex bills these rates per token and drops cloud features such as GitHub code review. On a plan, credits past the limits are charged at the rates in the last column.

OpenAI API prices per million tokens (standard tier, prompts up to 272K tokens), and the Codex credits the same tokens take. Prices verified October 4, 2026 against developers.openai.com/api/docs/pricing and learn.chatgpt.com/docs/pricing.
ModelInputCache writeCached inputOutputCodex credits (input / cached / output)
GPT-6 Astra$10$12.50$1$50250 / 25 / 1,250
GPT-6.1 Sol$2$2.50$0.10$1050 / 2.5 / 250
GPT-6 Luna$0.10$0.125$0.01$0.502.5 / 0.25 / 12.5

Codex usage limits by plan

On Plus and Standard Business, OpenAI estimates 5–45 local messages per five hours on GPT-6 Astra, 15–160 on GPT-6.1 Sol and 350–3,000 on GPT-6 Luna. Cloud tasks use more of the allowance, and weekly limits may also apply.

Pro has no five-hour limit for now. Enterprise and Edu without flexible pricing get Plus's per-seat limits for most features; with flexible pricing they have no fixed rate limits.

At the limit, a turn already running can finish. After that, Plus and Pro users buy credits, Business, Enterprise and Edu workspaces on flexible pricing buy workspace credits, and anyone can run local chats on an API key at API rates.

Credits are charged per million tokens at a rate for each model, with no separate charge for cache writes. What a credit costs depends on your plan or agreement.

What drives a team's Codex bill

OpenAI says model choice, context, reasoning, tool use and caching all affect usage. Four things matter most:

  • The model. Per token, GPT-6 Astra takes 5 times the credits of GPT-6.1 Sol, and GPT-6 Luna a twentieth of Sol's.
  • Cached input. It takes a tenth of the credits of new input on GPT-6 Astra and a twentieth on GPT-6.1 Sol, so context Codex has already read costs far less.
  • Speed. Fast mode uses included limits 2.5 times faster than Standard.
  • Context on every message. OpenAI suggests a smaller AGENTS.md and fewer MCP servers, since each server adds context to every message.

How to see Codex cost per engineer

OpenAI's own tools first:

  • Each developer: the Codex usage dashboard shows current limits and reset times, and /status shows them in the CLI.
  • Admins: the Admin Console's Usage and Insights views show messages, credits and active users by use case and task.
  • Enterprise and Edu: workspace analytics, a Codex analytics dashboard and an Analytics API of aggregated daily usage.
  • Zest: the Codex plugin syncs each session's model and tokens, priced at list rates, per engineer, next to their Claude Code and Cursor sessions. More in Codex usage.

TRY IT ON YOUR TEAM

See what your team ships with AI.

Starter is free (3 seats, no credit card). Pro is $49 a month with 5 seats and Max is $149 a month with 10 seats — priced per workspace, not per engineer, with extra seats at $19 a month.

A FEW THINGS TO KNOW

Questions

What is Codex on ChatGPT Business?+

ChatGPT Business is the team plan that includes Codex, from 2 users, priced per user (see the plans table). It adds admin controls, SAML SSO and larger cloud machines, and workspaces can buy credits past the limits.

Can I see Codex usage per engineer?+

Each developer sees their own limits in the Codex usage dashboard; admins see messages, credits and active users by use case. Zest shows each engineer's Codex sessions, tokens and list-price cost next to the pull requests they led to.