ATPIATPIAI Token Price Index

Experimental Live SCU

Basket USD per SCU

Experimental / simulated

What is SCU?

SCU means Standard Capability Unit: a standardized unit for estimating practical AI capability delivered by model tokens. USD/SCU shows the estimated dollar cost to buy 1 SCU of capability.

This is a synthetic quote derived from public pricing, estimated capability scores, and simulated delivery factors. It is not a traded market price or provider telemetry.

Frontier Basket USD/SCU

Equal-weighted qualified frontier basket. Best, median, and premium quotes are shown separately.

1 SCU
$6.4677/ SCU

5m Change

-0.02%

vs spot quote 5m ago

1h Change

+0.21%

vs spot quote 1h ago

24h Change

-0.59%

vs spot quote 24h ago

Best USD/SCU

$0.6547

lowest qualified synthetic quote

Median USD/SCU

$1.7582

median qualified synthetic quote

Premium Quote

$12.7669

highest qualified synthetic quote

mToken.OpenAI = 1.0148 SCU

Provider cost for 1 SCU: $12.8717

5m +0.83%

estimatedofficial

mToken.Anthropic = 0.9826 SCU

Provider cost for 1 SCU: $11.6524

5m +0.96%

estimatedofficial

mToken.Google = 0.9457 SCU

Provider cost for 1 SCU: $5.5251

5m +0.47%

estimatedofficial

mToken.xAI = 0.9016 SCU

Provider cost for 1 SCU: $1.8335

5m +0.81%

estimatedofficial

mToken.DeepSeek = 0.8736 SCU

Provider cost for 1 SCU: $0.6585

5m +0.66%

estimatedofficial

mToken.AlibabaQwen = 0.8638 SCU

Provider cost for 1 SCU: $0.8169

5m -1.43%

estimatedofficial

mToken.MoonshotKimi = 0.8248 SCU

Provider cost for 1 SCU: $1.4704

5m +1.45%

needs_reviewofficial

mToken.ByteDanceDoubao = 0.8213 SCU

Provider cost for 1 SCU: $1.4453

5m +0.83%

needs_reviewofficial

mToken.Baidu = 0.8063 SCU

Provider cost for 1 SCU: $3.6285

5m -0.27%

needs_reviewofficial

mToken.Zhipu = 0.8048 SCU

Provider cost for 1 SCU: $1.7397

5m -1.31%

needs_reviewofficial

mToken.MiniMax = 0.7895 SCU

Provider cost for 1 SCU: $0.7476

5m +0.69%

estimatedofficial

Research-only regional module

China-US SCU efficiency ratio

This module compares public-data basket USD/SCU by region. A ratio above 1 means the China basket is cheaper per unit of estimated capability; market, forward, sentiment, and volatility layers stay research-only diagnostics.

Research-only, public-data estimate

Efficiency Ratio

5.318

US basket USD/SCU divided by China basket USD/SCU

US Basket USD/SCU

$7.8175

Qualified US model average

China Basket USD/SCU

$1.4701

Qualified China model average

China Model Rows

7

4 need review

US Model Rows

4

0 need review

Drivers Decomposition

Cost efficiency effect

+7.64%

Relative SCU purchasing power from official or reviewed prices

Capability effect

-2.78%

Relative benchmark capability and model quality gap

News momentum effect

+1.83%

Announcements, release expectations, policy, and benchmark news

Sentiment effect

-0.28%

Prototype simulated order-flow pressure

Demand heat effect

-0.24%

Short-term developer, search, social, and usage attention

Volatility/noise effect

+0.23%

Bounded, deterministic, mean-reverting micro-movement

Availability effect

-0.02%

Latency, queueing, and service access pressure

Market Expectations

China Catch-up Probability
86%
US Frontier Premium Risk
44%
Open-source Pressure
Medium
Cost War Intensity
Rising
Expected 30D CHNUS Ratio
5.318

Index Change Log

12:00:00 AM

1.011 to 5.318 +425.77%

CHNUS moved on cost efficiency, capability, news momentum.

Cost efficiency effect: +7.64%Capability effect: -2.78%News momentum effect: +1.83%Sentiment effect: -0.28%

Data Transparency

Verified data

  • official API prices
  • official model release announcements
  • published benchmark results

Estimated / simulation

  • demand heat
  • trust score
  • availability score
  • news momentum
  • sentiment premium
FactorCadenceType
CapabilityDaily or event-triggeredEstimated
Cost EfficiencyHourly or official price-change triggeredVerified
TrustWeekly or major-event triggeredEstimated
AvailabilityEvery 5 to 15 minutesEstimated
Demand HeatEvery 5 to 15 minutesEstimated
Scarcity PremiumEvery 5 to 15 minutesEstimated
News MomentumEvery 1 to 5 minutesEstimated
SentimentReal-timeSimulation
VolatilityEvery few secondsSimulation

OpenAI

GPT-5.5

mToken -> SCU
1.0318
Live SCU/mToken
1.0232
mToken -> F-SCU
1.032
Live USD/SCU
$12.7669
5m change
-1.18%
1h change
-0.83%
24h change
-1.14%

Anthropic

Claude Opus 4.7

mToken -> SCU
1.0066
Live SCU/mToken
0.9881
mToken -> F-SCU
1.007
Live USD/SCU
$11.5885
5m change
+0.87%
1h change
+1.32%
24h change
-0.12%

Google

Gemini 3.1 Pro Preview

mToken -> SCU
0.9617
Live SCU/mToken
0.9477
mToken -> F-SCU
0.962
Live USD/SCU
$5.5132
5m change
+0.94%
1h change
+0.73%
24h change
-0.17%

xAI

Grok 4.3

mToken -> SCU
0.9178
Live SCU/mToken
0.9108
mToken -> F-SCU
0.918
Live USD/SCU
$1.8150
5m change
+0.09%
1h change
-0.52%
24h change
-0.91%

DeepSeek

DeepSeek V4 Pro

mToken -> SCU
0.8865
Live SCU/mToken
0.8787
mToken -> F-SCU
0.887
Live USD/SCU
$0.6547
5m change
-1.13%
1h change
-0.74%
24h change
-0.91%

Alibaba Qwen

Qwen3 Max

mToken -> SCU
0.8719
Live SCU/mToken
0.8529
mToken -> F-SCU
0.872
Live USD/SCU
$0.8274
5m change
+0.18%
1h change
-0.68%
24h change
+1.37%

Moonshot Kimi

Kimi K2.6

mToken -> SCU
0.8512
Live SCU/mToken
0.8332
mToken -> F-SCU
0.851
Live USD/SCU
$1.4556
5m change
+0.80%
1h change
+1.47%
24h change
-0.10%

ByteDance Doubao

Doubao Seed 1.8

mToken -> SCU
0.8394
Live SCU/mToken
0.8250
mToken -> F-SCU
0.839
Live USD/SCU
$1.4388
5m change
+0.83%
1h change
+1.22%
24h change
-0.13%

Baidu

ERNIE 5.0

mToken -> SCU
0.8264
Live SCU/mToken
0.8090
mToken -> F-SCU
0.826
Live USD/SCU
$3.6161
5m change
+0.08%
1h change
+0.18%
24h change
+0.50%

Zhipu

GLM-4.6

mToken -> SCU
0.8134
Live SCU/mToken
0.7962
mToken -> F-SCU
0.813
Live USD/SCU
$1.7582
5m change
+0.12%
1h change
-0.67%
24h change
+1.18%

MiniMax

MiniMax-M2.7

mToken -> SCU
0.8062
Live SCU/mToken
0.7918
mToken -> F-SCU
0.806
Live USD/SCU
$0.7454
5m change
+1.01%
1h change
+1.30%
24h change
-0.13%