Opal Alpha
Observed throughTokscale Model Report
Opal Alpha model details and observed coding usage from Tokscale.
Reality Snapshot
Observed tokens
42.2B+381.9%
over 30 days
Estimated tracked spend
$0.00
Invoices may differ
Active developers
1+0
this month
30-day momentum
+381.9%
Compared with the prior 30-day window
Most-used client
Codex CLI100%
of observed tokens
Observed Usage
Tokens observedDaily active developers
How developers use it
Usage by coding client
Sharevs 30 days
Token composition
Share of observed tokens
98%cache read
Cache read41.3B98%
Input891.6M2.1%
Output41.3M<1%
Reasoning11.7M<1%
Cache-heavy workloadMost observed tokens reuse cached context across requests.
Token Economics
Estimated spend profile
Codex CLI$0.000%
Observed cost signals
Estimated spend per 1M tracked tokens$0.00
Cache-read share97.8%
Estimated cache savingsNot available
Typical workloadcontext-heavy
Estimated tracked spend calculated from Tokscale model and provider pricing data. Actual invoices may differ.
Model Momentum
+381.9%30-day growthRank: Observed model
Compared with the prior non-overlapping window
Fastest-growing client: Codex CLI
Official Model Details
Tokscale Insight
Opal Alpha recorded 42.2B coding tokens across 1 developers during the latest 30-day Tokscale window.
Observed confidenceLimited sample