Same workload comparison

Start with what this workload buys you

The same token mix is applied to each plan’s prices and model allowance. Check shared pools and time windows on the plan page.

Comparison example: 12,000 tokens/request · 83% cache read

Command Code GOAT ↗

Base price variant

Plan rules ↗
Capacity from model allowance / month 11.4M tokens
CP value
No data
Equivalent cost / 1M
$1.75
Model allowance (theoretical)
$20
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Example workload (12,000 tokens/request)

Input
1,000
Cache read
10,000
Output
1,000
Cache write
0

02Prices and allowances

Keep prices, requests and plan windows in one evidence ledger

Expand the ledger to verify four token prices, cost per request, model allowance and theoretical requests for this workload.

Open prices, capacity and plan windows
Metric Command Code GOAT Qwen 3.8 Max Prime
Input / 1M$4.00
Cache read / 1M$0.50
Output / 1M$12.00
Cache write / 1M$5.00
Cost / request Recalculated $0.02100012,000 tokens/request
Model allowance Published $20Based on this model’s plan allowance
Requests / month Recalculated 952Estimated with the 12,000-token workload above
5-hour limit Published $14Plan window
Weekly limit Published $35Plan window
Monthly limit Published $70Plan window

03Official reference rows

The official reference behind each plan

Compare each provider’s reference token mix and published estimates below.

Command Code GOAT View the provider’s reference workload Based on the published request estimate
Qwen 3.8 Max Prime
Reference input / request800
Reference cache read / request50,000
Reference output / request200
Reference cache write / request0
Reference volume / request51,000
Cost per request$0.030600
Model monthly allowance$20
Published requests / month654
Published capacity / month33.4M
Capacity basisBased on the published request estimate
Calculation

Cost per request = add the four token classes after multiplying each by its price per 1,000,000 tokens.

floor($20 ÷ $0.030600) = 653

Official source: Command Code GOAT · Snapshot captured: 2026-10-23