Gemini 3.1 Flash Lite
Observed throughTokscale Model Report
Gemini 3.1 Flash Lite model details and observed coding usage from Tokscale.
Reality Snapshot
Observed tokens
407.6M+74.3%
over 30 days
Estimated tracked spend
$28
Invoices may differ
Active developers
14+0
this month
30-day momentum
+74.3%
Compared with the prior 30-day window
Most-used client
OpenCode65%
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
82%cache read
Cache read333.6M82%
Input72.9M18%
Output1.1M<1%
Reasoning57.2K<1%
Cache-heavy workloadMost observed tokens reuse cached context across requests.
Observed Variants
default
gemini-3.1-flash-lite404.4M$27.8$0.0699.21%via google
google/gemini-3.1-flash-lite3.2M$0.5$0.150.78%router via unknown
router_client:unknown/gemini-3.1-flash-lite59.5K$0$0.000.01%Token Economics
Estimated spend profile
OpenCode$1966.85%
Pi$6.2021.9%
Antigravity CLI$1.906.72%
Gemini CLI$0.401.41%
Goose$0.883.12%
Synthetic$0.000%
Observed cost signals
Estimated spend per 1M tracked tokens$0.07
Cache-read share81.8%
Estimated cache savingsNot available
Typical workloadcontext-heavy
Estimated tracked spend calculated from Tokscale model and provider pricing data. Actual invoices may differ.
Model Momentum
+74.3%30-day growthRank: Observed model
Compared with the prior non-overlapping window
Fastest-growing client: OpenCode
Official Model Details
ProviderGoogle
Tokscale Insight
Gemini 3.1 Flash Lite recorded 407.6M coding tokens across 14 developers during the latest 30-day Tokscale window.
Observed confidenceHigh