API PRICES
codex-auto-review
Provider prices, cheapest first
codex-auto-review official price: not yet recorded. Cheapest relay: lbwcxknb.ccwu.cc, group "gpt carnival group [machine translation] (on site: gpt狂欢分组)" 0.5625 USD_CREDIT per million total tokens (credit price, not cash, observed 2026-10-16). 329 sites have comparable prices; 329 sites list this model.Relay blended price uses 75% input and 25% output.
Price ranges per million tokens
Relay USD credit prices · Lowest 0.5625 · median 1.6875 · highest 3.9375 · 7 quotes USD / per million tokens, site credit
Official prices are the vendor's cash prices. Inference providers also list cash prices and can be compared directly. Relays list prices in site credit; what you actually pay depends on each site's top-up rate, so they cannot be compared with official prices directly.
Unit: USD credits per 1M tokens. These are site-credit prices; actual cost depends on each site’s top-up rate.
Price range: lowest 0.5625 · median 1.6875 · highest 3.9375 (7 quotes, USD credits per million total tokens)
Relays
Prices below are in site credit, not cash.
| # | Provider | Plan / conditions | Input ↑USD credits / 1M | Output USD credits / 1M | Cache readUSD credits / 1M | BlendedUSD credits / 1M | Details |
|---|---|---|---|---|---|---|---|
| Recent price | |||||||
| 01 | lbwcxknb.ccwu.ccAsk or discussCollected: Collected this cycle View 7 plans | gpt carnival group [machine translation]Group on site: gpt狂欢分组 Name on site: codex-auto-review gpt limited-time promotion [machine translation]Original: gpt限时活动 Operator pending verification | 0.25 | 1.5 | 0.026 | 0.5625Median price ÷ this price: 3× | Full prices and sources |
| 02 | lbwcxknb.ccwu.ccAsk or discussCollected: Collected this cycle View 7 plans | ChatGPT-PRO [emergency group] [machine translation]Group on site: ChatGPT-PRO【急救分组】 Name on site: codex-auto-review Supports plan credit; for emergencies [machine translation]Original: 支持套餐余额，急救可用 Operator pending verification | 0.75 | 4.5 | 0.078 | 1.6875Median price ÷ this price: 1× | Full prices and sources |
| 02 | lbwcxknb.ccwu.ccAsk or discussCollected: Collected this cycle View 7 plans | gptpro group 1 [machine translation]Group on site: gptpro分组1 Name on site: codex-auto-review Super stable full-strength full-price pro fallback accounts, more compute, supports credit plans [machine translation]Original: 超稳满血正价pro特供兜底账号，算力更强，支持余额套餐 Operator pending verification | 0.75 | 4.5 | 0.078 | 1.6875Median price ÷ this price: 1× | Full prices and sources |
| 02 | lbwcxknb.ccwu.ccAsk or discussCollected: Collected this cycle View 7 plans | pro heavy-use plan (package) group [machine translation]Group on site: pro爽用套餐分组 Name on site: codex-auto-review Super stable full-strength full-price pro fallback accounts, more compute, supports credit plans [machine translation]Original: 超稳满血正价pro特供兜底账号，算力更强，支持余额套餐 Operator pending verification | 0.75 | 4.5 | 0.078 | 1.6875Median price ÷ this price: 1× | Full prices and sources |
| 05 | lbwcxknb.ccwu.ccAsk or discussCollected: Collected this cycle View 7 plans | gemini model group [machine translation]Group on site: gemini模型分组 Name on site: codex-auto-review Gemini official models, suited to long text, study and office work, daily Q&A; currently a long-term stable rate multiplier; supports credit plans [machine translation]Original: Gemini 官方模型，适合长文本、学习办公、日常问答，当前为长期稳定倍率，支持余额套餐 Operator pending verification | 0.875 | 5.25 | 0.091 | 1.9688Median price ÷ this price: 0.9× | Full prices and sources |
| 06 | lbwcxknb.ccwu.ccAsk or discussCollected: Collected this cycle View 7 plans | claude perk group [machine translation]Group on site: claude福利分组 Name on site: codex-auto-review kiroclaude, now with optional gpt, suits seamless use of gpt and claude inside codex, the most stable claude on the whole web [machine translation]Original: kiroclaude，加入了gpt可选，适合codex里面无缝使用gpt和claude,全网最稳claude Operator pending verification | 1.5 | 9 | 0.156 | 3.375Median price ÷ this price: 0.5× | Full prices and sources |
| 07 | lbwcxknb.ccwu.ccAsk or discussCollected: Collected this cycle View 7 plans | ChatGPT-official key [100% not dumbed down] [machine translation]Group on site: ChatGPT-官key【100%不降智】 Name on site: codex-auto-review Operator pending verification | 1.75 | 10.5 | 0.182 | 3.9375Median price ÷ this price: 0.4× | Full prices and sources |
Special groups · 20 rows · not ranked
These plans are marked as test, internal, disabled, gated by top-up or membership, or have a near-zero ratio. They may not be purchasable or stable, so they are listed separately and left out of the ranking and statistics.
- near-zero-ratio group: 13 rows
- top-up or membership gated: 3 rows
- unrecognized flag USAGE_IMAGE_ONLY: 3 rows
- ratio looks like a placeholder: 1 rows
- ainzy.net · codex-starter · codex-auto-review · Input 0.002 / Output 0.012 USD credits / 1M
- ai.saigou.work · grok - perk group [machine translation]Group on site: grok-福利分组 · codex-auto-review · Input 0.0025 / Output 0.00025 USD credits / 1M
- ainzy.net · codex-plus · codex-auto-review · Input 0.004 / Output 0.024 USD credits / 1M
- ainzy.net · codex-pro · codex-auto-review · Input 0.006 / Output 0.036 USD credits / 1M
- api.zzswitch.com · Special price plus [machine translation]Group on site: 特惠plus · codex-auto-review · Input 0.006 / Output 0.036 USD credits / 1M
- ainzy.net · codex-ultra · codex-auto-review · Input 0.008 / Output 0.048 USD credits / 1M
- api-top.com · Codex perk [machine translation]Group on site: Codex福利 · codex-auto-review · Input 0.02 / Output 0.12 USD credits / 1M
- api-top.com · GPT-Plus Enjoy [machine translation]Group on site: GPT-Plus畅享 · codex-auto-review · Input 0.04 / Output 0.24 USD credits / 1M
- api-top.com · GPT-Pro perk [machine translation]Group on site: GPT-Pro福利 · codex-auto-review · Input 0.06 / Output 0.36 USD credits / 1M
- nty-hk.zhouyang168.top · Codex11 · codex-auto-review · Input 0.075 / Output 0.6 USD credits / 1M
How this ranking works
All per-token prices: 97,455 prices from 871 sites (about 765 companies). 89,631 are ranked, from 861 sites (about 755 companies); 7,824 more are listed separately and not ranked. Prices collected up to 2026-10-17.
This model has 1910 recorded prices; 1026 can be compared directly (996 ranked, 30 listed separately). Not comparable yet: tiered by rules (see Tiered prices) 352, price not parsed yet 283, display unit not confirmed 89, ratio looks unset 83, billed per request or another unit 31, scope of the official doc price not confirmed 4
7 recent · 0 stale (older than 10 days, or not updated by this refresh) · 0 unverified timestamps. Minimum and median only count recent paid prices; older prices stay in the table. 0 zero-valued pairs are separately unverified, without proof of free eligibility. Timing does not verify payment, upstream identity or quality.
Prices are converted to site credits using each site’s published ratio. What you actually pay depends on its top-up rate. Input, output and cache prices in each row come from the same plan. Several sites run by the same company take one place in the ranking: its cheapest plan, with the other sites listed under it. We judge “same company” by identical prices, status pages or homepage code; this is not a legal finding. To see every site’s prices, choose “All plans” or filter by provider.
“Self-declared unofficial channel” means the plan name itself says “reverse-engineered” or similar. We have not verified their source or quality. Minimum and median only count regular plans.
Sources not accepted this cycle and reasons
FAQ
Which API is cheapest for codex-auto-review?
lbwcxknb.ccwu.cc, group "gpt狂欢分组 (gpt carnival group)", 0.5625 USD credit per million total tokens, observed 2026-10-16. 329 sites have comparable prices.
How do I use codex-auto-review in Claude Code or Codex?
Install Grandet Skill, then say "Connect the cheapest codex-auto-review API to Claude Code for me". Install Skill →