Data 2026-11-01 05:35 · USD/CNY 6.67
中文
← Sinan Lab › Token Price Index
Methodology break 2026-10-14: Data correction: multiple names for the same model on the same site are now recorded separately (they previously overwrote each other and were partly missed); unpriced panel placeholders are excluded; quotes for models the site has delisted, and for sites whose pricing endpoint has been unreadable for over a week, are withdrawn. The day's sample grew from about 2,700 to about 4,800 quotes, so the discount-ratio snapshot jumps; the index level is held flat that day and not counted as a move. See the corrections log.
Sinan Token Price Index · daily · 2026-11-01

China's relay market: what a million tokens costs

Tokens are becoming the metering and settlement unit of AI services, yet nobody publishes their market price daily. We compress the effective prices of 2132 relay sites into one citable series: each mainstream model's cross-site median price, its discount to the official price, and a chain-linked index level unaffected by models entering or leaving (2026-09-02 = 100).

Whole market
31%of official price
Market median $0.600/M ≈ ¥4.00/M · 27 models · level 81.1 · 7d -4.1% · 30d -8.5% · cross-site dispersion 177%
Flagship (official ≥$20/M)
11%of official price
Market median $3.00/M ≈ ¥20.00/M · 3 models · level 71.5 · 7d -6.7% · 30d -19.8% · cross-site dispersion 215%
Mid-tier ($2–20/M)
14%of official price
Market median $1.42/M ≈ ¥9.44/M · 12 models · level 83.9 · 7d -1.8% · 30d -1.4% · cross-site dispersion 177%
Fast (below $2/M)
67%of official price
Market median $0.285/M ≈ ¥1.90/M · 12 models · level 81.4 · 7d -5.7% · 30d -11.6% · cross-site dispersion 193%

Discount trend

Market median effective price ÷ official reference. Flagship models sit around 15% because most sites sell "$1 of quota for ¥1" while copying official list prices; the fast tier trades near official. A measurement, not a recommendation of any tier.

Whole marketFlagshipMidFast
0%20%40%60%80%100%120%140%09-0209-1209-2210-0210-1210-2211-01

Models today

Only latest-two-generation models with ≥15 quoting sites today; "7d" is the change of the market median vs. seven days earlier.

ModelOfficial $/MMarket median25th–75th pctSpreadSitesRatio7d
Claude Fable 5.1
Flagship
$50.00$8.32
¥55.50
$2.62 – $14.99149%33017%-7%
GPT-6 Astra
Flagship
$50.00$3.00
¥20.00
$1.05 – $7.50215%4766%-11%
Claude Opus 5.5
Flagship
$20.00$2.25
¥14.99
$0.600 – $5.62223%38411%+5%
Kimi K3
Mid
$15.00$7.50
¥50.00
$2.25 – $13.96156%26950%+0%
Claude Sonnet 5.5
Mid
$10.00$1.33
¥8.88
$0.340 – $2.70177%32413%+2%
GPT-6.1 Sol
Mid
$10.00$0.600
¥4.00
$0.207 – $1.50216%4306%+0%
GPT-6 Sol
Mid
$10.00$0.600
¥4.00
$0.195 – $1.50218%4306%-8%
Gemini 4 Argon
Mid
$10.00$1.50
¥10.00
$0.525 – $3.30185%19915%+0%
GLM-5.2
Mid
$7.00$2.14
¥14.27
$0.840 – $4.20157%24631%-12%
Grok 4.7
Mid
$6.00$0.225
¥1.50
$0.135 – $0.900340%2464%+0%
Qwen 3.8 Max
Mid
$6.00$2.97
¥19.80
$0.900 – $5.40152%18449%-8%
GPT-6.1 Terra
Mid
$5.00$0.300
¥2.00
$0.103 – $0.958285%2196%+34%
Qwen 3.7 Max
Mid
$4.42$3.24
¥21.60
$1.62 – $5.40117%14273%-14%
Gemini 3.8 Flash
Mid
$4.12$0.562
¥3.75
$0.197 – $1.16171%25214%+0%
GLM-5.3
Mid
$3.60$2.10
¥14.00
$0.660 – $4.20169%24358%-2%
DeepSeek V4 Pro
Fast
$1.90$1.42
¥9.45
$0.480 – $3.24195%31475%-12%
Qwen 3.7 Plus
Fast
$1.28$0.925
¥6.17
$0.360 – $1.2091%11572%-3%
GLM-5.3 Flashx
Fast
$1.25$0.525
¥3.50
$0.213 – $1.05159%6442%+0%
MiniMax M3
Fast
$1.20$0.756
¥5.04
$0.198 – $1.26140%16763%+0%
Claude Haiku 5.5
Fast
$0.500$0.110
¥0.730
$0.060 – $0.300219%20922%-2%
GPT-6 Luna
Fast
$0.500$0.135
¥0.900
$0.033 – $0.487337%22727%-10%
DeepSeek V4.1 Flash
Fast
$0.500$0.360
¥2.40
$0.144 – $0.840193%26872%-14%
Qwen 3.8 Flash
Fast
$0.470$0.182
¥1.22
$0.101 – $0.405167%12139%-10%
MiniMax M3.1 Flash
Fast
$0.300$0.090
¥0.600
$0.054 – $0.420406%6330%+0%
DeepSeek V4 Flash
Fast
$0.182$0.360
¥2.40
$0.150 – $0.945221%266198%-20%
GLM-5.3 Flash
Fast
$0.132$0.210
¥1.40
$0.067 – $0.420168%223159%+0%
Qwen 3.7 Flash
Fast
$0.130$0.105
¥0.700
$0.060 – $0.180114%2481%+17%

Task cost: how many tokens each model spends on the same job

Tokens carry three bills: production cost, market unit price and task cost. This page gives the first two; the third comes from the same 30 short tasks we send every model daily: record the output tokens each task actually consumed, multiply by the unit price, and you get "what this job costs".

ModelOutput tokens / task (median)Input tokens / taskOutput cost per 1,000 tasks · officialOutput cost per 1,000 tasks · market medianSample
DeepSeek V4 Flash283.2485.0¥0.34¥0.682 channels · 906 tasks
GLM-5.3268.8470.5¥6.45¥3.762 channels · 927 tasks
Gemini 3.8 Flash145279¥3.99¥0.541 channels · 479 tasks
Kimi K3110.0130.8¥11.00¥5.502 channels · 936 tasks
grok-4.699.5748.5——2 channels · 537 tasks
Qwen 3.8 Flash75.091.0¥0.24¥0.091 channels · 480 tasks
gpt-5.6-luna5.235.0——2 channels · 535 tasks
gpt-5.4-mini4.035.0——1 channels · 480 tasks
claude-opus-52.096.0——1 channels · 480 tasks
claude-sonnet-52.098.0——1 channels · 480 tasks

Definitions, data and citation

Per model per day: cross-site median effective price per million output tokens (≥15 sites); discount = median effective ÷ official reference; tier and whole-market discount and median take the median across models (a daily snapshot, affected by models entering or leaving); the level starts at 2026-09-02 = 100 and chains the geometric mean of day-over-day changes in the medians of models present on both days (unaffected by composition, used for direction); history is rebuilt day by day from quote validity intervals.

Cost layer: GPU rental ledger (what one GPU costs per hour).

Data: price-index.json (full series, updated daily) · cite as "Sinan Token Price Index, compute.sinanlab.com".

Sinan Token Price Index<a href="https://compute.sinanlab.com/en/price-index"><img src="https://compute.sinanlab.com/badge/price-index.svg" alt="Sinan Token Price Index" width="360" height="72"></a>

Governance rules (definitions, release cadence, change process, conflicts of interest):/governance

Cite this page

Data may be freely cited and republished with attribution and a link. We take no money from measured channels, sell no rankings and add no referral parameters, so you can cite us as an independent third-party measurement.

Sinan Lab, "Sinan Token Price Index", 2026-11-01, https://compute.sinanlab.com/price-index (accessed ____)Sinan Lab, "Sinan Token Price Index", 2026-11-01, https://compute.sinanlab.com/price-index (accessed ____)

Media, research institutions and financial institutions needing raw data or custom definitions: write to hello@sinanlab.com, see Press & researchers。

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