Big Pickle
Observed throughTokscale Model Report
Big Pickle model details and observed coding usage from Tokscale.
Reality Snapshot
Observed tokens
1.9B-27.8%
over 30 days
Estimated tracked spend
$253
Invoices may differ
Active developers
54-21
this month
30-day momentum
-27.8%
Compared with the prior 30-day window
Most-used client
OpenCode69%
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
94%cache read
Cache read1.8B94%
Input96.2M5.2%
Output8.8M<1%
Reasoning4.5M<1%
Cache-heavy workloadMost observed tokens reuse cached context across requests.
Observed Variants
default
big-pickle1.8B$253.2$0.1493.8%via oc
oc/big-pickle115.9M$0$0.006.2%Token Economics
Estimated spend profile
OpenCode$17167.58%
Pi$6023.78%
Kilo$218.19%
Hermes Agent$1.090.43%
Jcode$0.030.01%
Observed cost signals
Estimated spend per 1M tracked tokens$0.14
Cache-read share94.1%
Estimated cache savingsNot available
Typical workloadcontext-heavy
Estimated tracked spend calculated from Tokscale model and provider pricing data. Actual invoices may differ.
Model Momentum
-27.8%30-day growthRank: Observed model
Compared with the prior non-overlapping window
Fastest-growing client: OpenCode
Official Model Details
Tokscale Insight
Big Pickle recorded 1.9B coding tokens across 54 developers during the latest 30-day Tokscale window.
Observed confidenceHigh