API PRICES
gemini-3.1-pro-preview-thinking-high
Provider prices, cheapest first
gemini-3.1-pro-preview-thinking-high official price: not yet recorded. Cheapest relay: poloai.top, group "Low-price perk | fluctuating temporary resources [machine translation] (on site: 低价福利 | 波动临时资源)" 3.6 USD_CREDIT per million total tokens (credit price, not cash, observed 2026-10-16). 14 sites have comparable prices; 14 sites list this model.Relay blended price uses 75% input and 25% output.
Price ranges per million tokens
Relay USD credit prices · Lowest 3.6 · median 9 · highest 32.85 · 42 quotes USD / per million tokens, site credit
Relay CNY credit prices · Lowest 2.25 · median 4.95 · highest 9.9 · 4 quotes CNY / 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 3.6 · median 9 · highest 32.85 (42 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 | poloai.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same companyBasis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | Low-price perk | fluctuating temporary resources [machine translation]Group on site: 低价福利 | 波动临时资源 Name on site: gemini-3.1-pro-preview-thinking-high ✨️Multi-model relay, low price [machine translation]Original: ✨️多模型中转，低价 Operator pending verification | 1.6 | 9.6 | — | 3.6Median price ÷ this price: 2.5× | Full prices and sources |
| 01 | poloapi.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | Low-price perk | fluctuating temporary resources [machine translation]Group on site: 低价福利 | 波动临时资源 Name on site: gemini-3.1-pro-preview-thinking-high ✨️Multi-model relay, low price [machine translation]Original: ✨️多模型中转，低价 Operator pending verification | 1.6 | 9.6 | — | 3.6Median price ÷ this price: 2.5× | Full prices and sources |
| 01 | xy.poloapi.comAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | Low-price perk | fluctuating temporary resources [machine translation]Group on site: 低价福利 | 波动临时资源 Name on site: gemini-3.1-pro-preview-thinking-high ✨️Multi-model relay, low price [machine translation]Original: ✨️多模型中转，低价 Operator pending verification | 1.6 | 9.6 | — | 3.6Median price ÷ this price: 2.5× | Full prices and sources |
| 04 | api.101aix.comAsk or discussCollected: Collected this cycle View 1 plans | Gemini Name on site: gemini-3.1-pro-preview-thinking-high Gemini series | Google official [machine translation]Original: Gemini系列 ︳Google官方 Operator pending verification | 2 | 12 | 0.2 | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | hk.apitoken.aiAsk or discussCollected: Collected this cycle View 4 plans | bi Name on site: gemini-3.1-pro-preview-thinking-high bi Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | hk.apitoken.aiAsk or discussCollected: Collected this cycle View 4 plans | default Name on site: gemini-3.1-pro-preview-thinking-high Default group [machine translation]Original: 默认分组 Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | hk.apitoken.aiAsk or discussCollected: Collected this cycle View 4 plans | gemini Name on site: gemini-3.1-pro-preview-thinking-high google models [machine translation]Original: google模型 Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | hk.apitoken.aiAsk or discussCollected: Collected this cycle View 4 plans | zs Name on site: gemini-3.1-pro-preview-thinking-high Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | llms.bestAsk or discussCollected: Collected this cycle View 1 plans | default Name on site: gemini-3.1-pro-preview-thinking-high Default group [machine translation]Original: 默认分组 Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | poloai.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same companyBasis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | Gemini Name on site: gemini-3.1-pro-preview-thinking-high Crowded resources | Gemini-Aistudio/vertex/anti/cli and other resources [machine translation]Original: 拥挤资源丨Gemini-Aistudio/vertex/anti/cli等资源 Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | poloai.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same companyBasis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | gemini-cli Name on site: gemini-3.1-pro-preview-thinking-high cli resources [machine translation]Original: cli资源 Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | poloapi.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | Gemini Name on site: gemini-3.1-pro-preview-thinking-high Crowded resources | Gemini-Aistudio/vertex/anti/cli and other resources [machine translation]Original: 拥挤资源丨Gemini-Aistudio/vertex/anti/cli等资源 Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | poloapi.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | gemini-cli Name on site: gemini-3.1-pro-preview-thinking-high cli resources [machine translation]Original: cli资源 Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | xy.poloapi.comAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | Gemini Name on site: gemini-3.1-pro-preview-thinking-high Crowded resources | Gemini-Aistudio/vertex/anti/cli and other resources [machine translation]Original: 拥挤资源丨Gemini-Aistudio/vertex/anti/cli等资源 Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 04 | xy.poloapi.comAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | gemini-cli Name on site: gemini-3.1-pro-preview-thinking-high cli resources [machine translation]Original: cli资源 Operator pending verification | 2 | 12 | — | 4.5Median price ÷ this price: 2× | Full prices and sources |
| 16 | ai.comfly.orgAsk or discussCollected: Collected this cycle View 3 plans 1 more site of the same companyBasis: identical quotes. Counted as one company in the ranking; this is not a legal finding. | gemini premium quality [machine translation]Group on site: gemini优质 Name on site: gemini-3.1-pro-preview-thinking-high Gemini premium quality [machine translation]Original: Gemini优质 Operator pending verification | 4 | 24 | — | 9Median price ÷ this price: 1× | Full prices and sources |
| 16 | api.bltcy.aiAsk or discussCollected: Collected this cycle View 3 plans 2 more sites of the same companyBasis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | gemini premium quality [machine translation]Group on site: gemini优质 Name on site: gemini-3.1-pro-preview-thinking-high Gemini premium quality [machine translation]Original: Gemini优质 Operator pending verification | 4 | 24 | — | 9Median price ÷ this price: 1× | Full prices and sources |
| 16 | poloai.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same companyBasis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | Relay low price | one key calls all models [machine translation]Group on site: 中转低价｜一key调用全模型 Name on site: gemini-3.1-pro-preview-thinking-high ✨️All-model relay, low price, stable, fast [machine translation]Original: ✨️全模型中转，低价稳定、快速 Operator pending verification | 4 | 24 | — | 9Median price ÷ this price: 1× | Full prices and sources |
| 16 | ai.t8star.orgAsk or discussCollected: Collected this cycle View 3 plans 1 more site of the same company
Basis: identical quotes. Counted as one company in the ranking; this is not a legal finding. | gemini premium quality [machine translation]Group on site: gemini优质 Name on site: gemini-3.1-pro-preview-thinking-high Gemini premium quality [machine translation]Original: Gemini优质 Operator pending verification | 4 | 24 | — | 9Median price ÷ this price: 1× | Full prices and sources |
| 16 | api.bltcy.topAsk or discussCollected: Collected this cycle View 3 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | gemini premium quality [machine translation]Group on site: gemini优质 Name on site: gemini-3.1-pro-preview-thinking-high Gemini premium quality [machine translation]Original: Gemini优质 Operator pending verification | 4 | 24 | — | 9Median price ÷ this price: 1× | Full prices and sources |
| 16 | one-api.bltcy.topAsk or discussCollected: Collected this cycle View 3 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | gemini premium quality [machine translation]Group on site: gemini优质 Name on site: gemini-3.1-pro-preview-thinking-high Gemini premium quality [machine translation]Original: Gemini优质 Operator pending verification | 4 | 24 | — | 9Median price ÷ this price: 1× | Full prices and sources |
| 16 | poloapi.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | Relay low price | one key calls all models [machine translation]Group on site: 中转低价｜一key调用全模型 Name on site: gemini-3.1-pro-preview-thinking-high ✨️All-model relay, low price, stable, fast [machine translation]Original: ✨️全模型中转，低价稳定、快速 Operator pending verification | 4 | 24 | — | 9Median price ÷ this price: 1× | Full prices and sources |
| 16 | xy.poloapi.comAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | Relay low price | one key calls all models [machine translation]Group on site: 中转低价｜一key调用全模型 Name on site: gemini-3.1-pro-preview-thinking-high ✨️All-model relay, low price, stable, fast [machine translation]Original: ✨️全模型中转，低价稳定、快速 Operator pending verification | 4 | 24 | — | 9Median price ÷ this price: 1× | Full prices and sources |
| 24 | poloai.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same companyBasis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | gemini-account pool [machine translation]Group on site: gemini-号池 Name on site: gemini-3.1-pro-preview-thinking-high gemini account pool [machine translation]Original: gemini号池 Operator pending verification | 6 | 36 | — | 13.5Median price ÷ this price: 0.7× | Full prices and sources |
| 24 | poloapi.topAsk or discussCollected: Collected this cycle View 7 plans 2 more sites of the same company
Basis: identical quotes, same status-page name, logo or server address. Counted as one company in the ranking; this is not a legal finding. | gemini-account pool [machine translation]Group on site: gemini-号池 Name on site: gemini-3.1-pro-preview-thinking-high gemini account pool [machine translation]Original: gemini号池 Operator pending verification | 6 | 36 | — | 13.5Median price ÷ this price: 0.7× | Full prices and sources |
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 108 recorded prices; 49 can be compared directly. Not comparable yet: price not parsed yet 40, scope of the official doc price not confirmed 12, tiered by rules (see Tiered prices) 4, ratio looks unset 2
42 recent · 3 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 gemini-3.1-pro-preview-thinking-high?
poloai.top, group "低价福利 | 波动临时资源 (Low-price perk | fluctuating temporary resources)", 3.6 USD credit per million total tokens, observed 2026-10-16. 14 sites have comparable prices.
How do I use gemini-3.1-pro-preview-thinking-high in Claude Code or Codex?
Install Grandet Skill, then say "Connect the cheapest gemini-3.1-pro-preview-thinking-high API to Claude Code for me". Install Skill →