pipio.ioPipio
As of 2026-11-01, pipio.io has quotes for 56 models.Across 24 mainstream models, the median effective price is 1.5% of reference.Reachable 98% of the time in the last 24 hours.New sign-ups are open.
Models it sells and effective prices
Effective = listed price × top-up rate ÷ FX (1.00 CNY / $1 · FX 6.67), i.e. real dollars per million tokens (per call or per second for images and video); the listed price is the site-credit price shown on the panel and can be checked line by line on the site (its page may show a member-group price by default; we use the gemini group). Reference is the lowest of official and public-market prices; share = effective ÷ reference.
| Model | Effective | Reference price | % of reference | Band | Evidence |
|---|---|---|---|---|---|
| Grok 4.6 grok-4.6 Priced at the “grok” group ×0.01 (the site's page may show another group's price by default) | 0.009$/M output · checked 11-01 · unchanged since 10-27Listed price $0.060 / M output (site credits) | 6.00 | 0.1% | Unsustainable | |
| Grok 4.7 grok-4.7 Priced at the “grok” group ×0.01 (the site's page may show another group's price by default) | 0.009$/M output · checked 11-01 · unchanged since 10-27Listed price $0.060 / M output (site credits) | 6.00 | 0.1% | Unsustainable | |
| Claude Sonnet 4.6 claude-sonnet-4-6 Priced at the “claude-inferior” group ×0.08 (the site's page may show another group's price by default) This site lists 1 more name(s) for the same model (claude-sonnet-4-6-thinking), same price | 0.180$/M output · checked 11-01 · unchanged since 10-27Listed price $1.20 / M output (site credits) | 15.00 | 1.2% | Unsustainable | |
| Claude Sonnet 5.5 claude-sonnet-5-5 Priced at the “claude-inferior” group ×0.08 (the site's page may show another group's price by default) | 0.120$/M output · checked 11-01 · unchanged since 10-27Listed price $0.800 / M output (site credits) | 10.00 | 1.2% | Unsustainable | |
| Claude Opus 4.6 claude-opus-4-6 Priced at the “claude-inferior” group ×0.08 (the site's page may show another group's price by default) This site lists 1 more name(s) for the same model (claude-opus-4-6-thinking), same price | 0.300$/M output · checked 11-01 · unchanged since 10-27Listed price $2.00 / M output (site credits) | 25.00 | 1.2% | Unsustainable | |
| Claude Sonnet 5 claude-sonnet-5 Priced at the “claude-inferior” group ×0.08 (the site's page may show another group's price by default) This site lists 1 more name(s) for the same model (claude-sonnet-5-thinking), same price | 0.120$/M output · checked 11-01 · unchanged since 10-27Listed price $0.800 / M output (site credits) | 10.00 | 1.2% | Unsustainable | |
| Claude Opus 4.8 claude-opus-4-8 Priced at the “claude-inferior” group ×0.08 (the site's page may show another group's price by default) This site lists 1 more name(s) for the same model (claude-opus-4-8-thinking), same price | 0.300$/M output · checked 11-01 · unchanged since 10-27Listed price $2.00 / M output (site credits) | 25.00 | 1.2% | Unsustainable | |
| Claude Opus 5 claude-opus-5 Priced at the “claude-inferior” group ×0.08 (the site's page may show another group's price by default) This site lists 1 more name(s) for the same model (claude-opus-5-thinking), same price | 0.300$/M output · checked 11-01 · unchanged since 10-27Listed price $2.00 / M output (site credits) | 25.00 | 1.2% | Unsustainable | |
| Claude Opus 5.5 claude-opus-5-5 Priced at the “claude-inferior” group ×0.08 (the site's page may show another group's price by default) | 0.240$/M output · checked 11-01 · unchanged since 10-27Listed price $1.60 / M output (site credits) | 20.00 | 1.2% | Unsustainable | |
| Claude Opus 4.7 claude-opus-4-7 Priced at the “claude-inferior” group ×0.08 (the site's page may show another group's price by default) This site lists 1 more name(s) for the same model (claude-opus-4-7-thinking), same price | 0.300$/M output · checked 11-01 · unchanged since 10-27Listed price $2.00 / M output (site credits) | 25.00 | 1.2% | Unsustainable | |
| GPT-6 Astra gpt-6-astra Priced at the “GPT” group ×0.1 (the site's page may show another group's price by default) | 0.750$/M output · checked 11-01 · unchanged since 10-27Listed price $5.00 / M output (site credits) | 50.00 | 1.5% | Unsustainable | |
| GPT-6 Sol gpt-6-sol Priced at the “GPT” group ×0.1 (the site's page may show another group's price by default) | 0.150$/M output · checked 11-01 · unchanged since 10-27Listed price $1.00 / M output (site credits) | 10.00 | 1.5% | Unsustainable | |
| GPT-6.1 Sol gpt-6.1-sol Priced at the “GPT” group ×0.1 (the site's page may show another group's price by default) | 0.150$/M output · checked 11-01 · unchanged since 10-27Listed price $1.00 / M output (site credits) | 10.00 | 1.5% | Unsustainable | |
| GPT-5.6 Terra gpt-5.6-terra Priced at the “GPT” group ×0.1 (the site's page may show another group's price by default) | 0.180$/M output · checked 11-01 · unchanged since 10-27Listed price $1.20 / M output (site credits) | 12.00 | 1.5% | Unsustainable | |
| GPT-5.6 Sol gpt-5.6-sol Priced at the “GPT” group ×0.1 (the site's page may show another group's price by default) | 0.450$/M output · checked 11-01 · unchanged since 10-27Listed price $3.00 / M output (site credits) | 20.00 | 2.2% | Unsustainable | |
| Gemini 3 Flash gemini-3-flash Priced at the “gemini” group ×0.2 (the site's page may show another group's price by default) | 0.090$/M output · checked 11-01 · unchanged since 10-27Listed price $0.600 / M output (site credits) | 3.00 | 3.0% | Unsustainable | |
| Gemini 3.1 Flash Lite gemini-3.1-flash-lite Priced at the “gemini” group ×0.2 (the site's page may show another group's price by default) | 0.045$/M output · checked 11-01 · unchanged since 10-27Listed price $0.300 / M output (site credits) | 1.50 | 3.0% | Unsustainable | |
| GLM-5.2 glm-5.2 | 0.840$/M output · checked 11-01 · unchanged since 10-27Listed price $5.60 / M output (site credits) | 6.80 | 12% | Unsustainable | |
| GLM-5v Turbo glm-5v-turbo | 0.660$/M output · checked 11-01 · unchanged since 10-27Listed price $4.40 / M output (site credits) | 4.00 | 16% | Below bulk discount | |
| Claude Haiku 4.5 claude-haiku-4-5-20251001 Priced at the “claude-max” group ×1.25 (the site's page may show another group's price by default) | 0.937$/M output · checked 11-01 · unchanged since 10-27Listed price $6.25 / M output (site credits) | 5.00 | 19% | Below bulk discount | |
| Claude Fable 5 claude-fable-5 Priced at the “claude-max” group ×1.25 (the site's page may show another group's price by default) | 9.37$/M output · checked 11-01 · unchanged since 10-27Listed price $62.50 / M output (site credits) | 50.00 | 19% | Below bulk discount | |
| Claude Sonnet 4.5 claude-sonnet-4-5-20250929 Priced at the “claude-max” group ×1.25 (the site's page may show another group's price by default) | 2.81$/M output · checked 11-01 · unchanged since 10-27Listed price $18.75 / M output (site credits) | 15.00 | 19% | Below bulk discount | |
| Claude Opus 4.5 claude-opus-4-5-20251101 Priced at the “claude-max” group ×1.25 (the site's page may show another group's price by default) | 4.68$/M output · checked 11-01 · unchanged since 10-27Listed price $31.25 / M output (site credits) | 25.00 | 19% | Below bulk discount | |
| Hy3 hy3 | 0.120$/M output · checked 11-01 · unchanged since 10-27Listed price $0.800 / M output (site credits) | 0.600 | 20% | Below bulk discount | |
| Kimi K3.1 Pro kimi-k3.1-pro | 2.04$/M output · checked 11-01 · unchanged since 10-27Listed price $13.60 / M output (site credits) | 10.00 | 20% | Below bulk discount | |
| Mimo V2.6 Pro mimo-v2.6-pro | 0.180$/M output · checked 11-01 · unchanged since 10-27Listed price $1.20 / M output (site credits) | 0.870 | 21% | Below bulk discount | |
| MiniMax M3 minimax-m3 | 0.252$/M output · checked 11-01 · unchanged since 10-27Listed price $1.68 / M output (site credits) | 1.20 | 21% | Below bulk discount | |
| Step 5 step-5-preview | 0.600$/M output · checked 11-01 · unchanged since 10-27Listed price $4.00 / M output (site credits) | 2.70 | 22% | Below bulk discount | |
| MiniMax M3.1 Flash minimax-m3.1-flash | 0.120$/M output · checked 11-01 · unchanged since 10-27Listed price $0.800 / M output (site credits) | 0.300 | 40% | Below bulk discount | |
| DeepSeek V4 Pro deepseek-v4-pro | 0.810$/M output · checked 11-01 · unchanged since 10-27Listed price $5.40 / M output (site credits) | 2.02 | 40% | Within range | |
| DeepSeek V4.1 Flash deepseek-v4.1-flash | 0.240$/M output · checked 11-01 · unchanged since 10-27Listed price $1.60 / M output (site credits) | 0.500 | 48% | Within range | |
| GLM-5.3 Flash glm-5.3-flash | 0.084$/M output · checked 11-01 · unchanged since 10-27Listed price $0.560 / M output (site credits) | 0.148 | 57% | Within range | |
| GLM-5.3 glm-5.3 | 0.840$/M output · checked 11-01 · unchanged since 10-27Listed price $5.60 / M output (site credits) | 1.40 | 60% | Within range | |
| DeepSeek V4 Flash deepseek-v4-flash | 0.270$/M output · checked 11-01 · unchanged since 10-27Listed price $1.80 / M output (site credits) | 0.182 | 148% | Above public | |
| Kimi K2.8 kimi-k2.8-preview | 0.810$/M output · checked 11-01 · unchanged since 10-27Listed price $5.40 / M output (site credits) | — | — | No reference price | |
| GPT-image 2 gpt-image-2 Priced at the “gpt-image-2” group ×0.05 (the site's page may show another group's price by default) | 0.0075$/call · checked 11-01 · unchanged since 10-27Listed $0.050 / call (site credits) | — | — | No reference price | |
| Nemotron 3 Ultra 550b A55b nemotron-3-ultra-550b-a55b Priced at the “玩具” group ×1 (the site's page may show another group's price by default) | 0.00015$/call · checked 11-01 · unchanged since 10-27Listed $0.001 / call (site credits) | — | — | No reference price | |
| Gemini 3.1 Flash Image gemini-3.1-flash-image-preview Priced at the “gemini(香蕉生图)” group ×0.05 (the site's page may show another group's price by default) | 0.0075$/call · checked 11-01 · unchanged since 10-27Listed $0.050 / call (site credits) | — | — | No reference price | |
| Gemini 3 Pro Image gemini-3-pro-image-preview Priced at the “gemini(香蕉生图)” group ×0.05 (the site's page may show another group's price by default) | 0.0075$/call · checked 11-01 · unchanged since 10-27Listed $0.050 / call (site credits) | — | — | No reference price | |
| GPT-image 2.5 Sunburst gpt-image-2.5-sunburst Priced at the “gpt-image-2” group ×0.05 (the site's page may show another group's price by default) | 0.0075$/call · checked 11-01 · unchanged since 10-27Listed $0.050 / call (site credits) | — | — | No reference price | |
| Step 5 Preview Toy step-5-preview-toy Priced at the “玩具” group ×1 (the site's page may show another group's price by default) | 0.00075$/call · checked 11-01 · unchanged since 10-27Listed $0.005 / call (site credits) | — | — | No reference price | |
| GPT-image 2 High gpt-image-2-high Priced at the “gpt-image-2” group ×0.05 (the site's page may show another group's price by default) | 0.0075$/call · checked 11-01 · unchanged since 10-27Listed $0.050 / call (site credits) | — | — | No reference price | |
| GLM-5.3 Toy glm-5.3-toy Priced at the “玩具” group ×1 (the site's page may show another group's price by default) | 0.00015$/call · checked 11-01 · unchanged since 10-27Listed $0.001 / call (site credits) | — | — | No reference price | |
| Kimi K3.1 kimi-k3-1 | 3.00$/M output · checked 11-01 · unchanged since 10-27Listed price $20.00 / M output (site credits) | — | — | No reference price | |
| Gemini Nano Banana 2.1 gemini-nano-banana-2.1 Priced at the “gemini(香蕉生图)” group ×0.05 (the site's page may show another group's price by default) | 0.0075$/call · checked 11-01 · unchanged since 10-27Listed $0.050 / call (site credits) | — | — | No reference price | |
| GPT-image 2.5 gpt-image-2.5 Priced at the “gpt-image-2” group ×0.05 (the site's page may show another group's price by default) | 0.0075$/call · checked 11-01 · unchanged since 10-27Listed $0.050 / call (site credits) | — | — | No reference price | |
| GPT-image 2.5 Flare gpt-image-2.5-flare Priced at the “gpt-image-2” group ×0.05 (the site's page may show another group's price by default) | 0.0075$/call · checked 11-01 · unchanged since 10-27Listed $0.050 / call (site credits) | — | — | No reference price | |
| Codex Auto Review codex-auto-review Priced at the “GPT” group ×0.1 (the site's page may show another group's price by default) | 0.450$/M output · checked 11-01 · unchanged since 10-27Listed price $3.00 / M output (site credits) | — | — | No reference price | |
| DeepSeek V4 Pro Toy deepseek-v4-pro-toy Priced at the “玩具” group ×1 (the site's page may show another group's price by default) | 0.00015$/call · checked 11-01 · unchanged since 10-27Listed $0.001 / call (site credits) | — | — | No reference price | |
| DeepSeek V4 Flash Toy deepseek-v4-flash-toy Priced at the “玩具” group ×1 (the site's page may show another group's price by default) | 0.00015$/call · checked 11-01 · unchanged since 10-27Listed $0.001 / call (site credits) | — | — | No reference price | |
| DeepSeek V3.2 Volc deepseek-v3-2-volc | 0.090$/M output · checked 11-01 · unchanged since 10-27Listed price $0.600 / M output (site credits) | — | — | No reference price | |
| DeepSeek V4.1 Flash Toy deepseek-v4.1-flash-toy Priced at the “玩具” group ×1 (the site's page may show another group's price by default) | 0.00015$/call · checked 11-01 · unchanged since 10-27Listed $0.001 / call (site credits) | — | — | No reference price | |
| Kimi K3 kimi-k3 Priced at the “玩具” group ×1 (the site's page may show another group's price by default) | 0.00075$/call · checked 11-01 · unchanged since 10-27Listed $0.005 / call (site credits) | — | — | No reference price | |
| GLM-5.3 Flash Toy glm-5.3-flash-toy Priced at the “玩具” group ×1 (the site's page may show another group's price by default) | 0.00015$/call · checked 11-01 · unchanged since 10-27Listed $0.001 / call (site credits) | — | — | No reference price | |
| GPT-image 2 Medium gpt-image-2-medium Priced at the “gpt-image-2” group ×0.05 (the site's page may show another group's price by default) | 0.0075$/call · checked 11-01 · unchanged since 10-27Listed $0.050 / call (site credits) | — | — | No reference price | |
| Gemini 3.8 Flash High gemini-3.8-flash-high Priced at the “gemini” group ×0.2 (the site's page may show another group's price by default) | 0.113$/M output · checked 11-01 · unchanged since 10-27Listed price $0.750 / M output (site credits) | — | — | No reference price |
Embeddable measurement badge for site owners
Shows measured values only: 24h reachability, price profile and date, refreshed daily; clicking returns to this page. No opinions.
<a href="https://compute.sinanlab.com/en/s/pipio.io"><img src="https://compute.sinanlab.com/badge/pipio.io.svg" alt="Sinan Compute 实测" width="340" height="64"></a>FAQ
- Which models does pipio.io sell, and what do they really cost?
- As of 2026-11-01, pipio.io has quotes for 56 models. Take Claude Opus 5.5: the listed price is $1.60 per million output tokens (site credits); at a top-up rate of 1 CNY / $1 and FX 6.67, the effective price is $0.240, 1.2% of reference.
- How is the effective price at pipio.io calculated?
- Effective = listed price × top-up rate ÷ FX. pipio.io's panel charges 1 CNY per $1.00 of credit; we use the gemini group. The site's own page may show a member-group price by default.
- Is pipio.io reachable right now?
- In the last 24 hours we probed it 45 times: reachable 98%, median time to first byte 1769 ms. Reachability only says whether it can be reached, not model quality.
- Can you still sign up at pipio.io?
- Yes. The panel's sign-up endpoint is open (email or human verification may be required).
- How often is this data updated, and how can I verify it?
- Panel prices are fetched daily and reachability is probed hourly; every price on this page can be traced to a fetch snapshot in the evidence drawer. We take no money from measured vendors and make no recommendations.
Subscribe to the Sinan weekly
This week's rankings, the price index, mainstream price changes, newly indexed and unreachable sites. Measurements only, no recommendations; unsubscribe any time.
Clear direction, grounded judgement.