Flintonian

Cache hit rate

95%

Input served from cache

Higher than 47% of developers

Cache reuse

23.4×

Reads per cached token

Higher than 49% of developers

Cost per 1M tokens

$0.89

Blended cost across all tokens

Lower than 40% of developers

Output share

1%

Tokens generated as output

Higher than 93% of developers

Parallel tools

40%

Days with 2+ tools · 1.4 avg/day

Parallel machines

0%

Days with 2+ machines · 1.0 avg, 1 max

Models per active day

3.3

Distinct models used each day

Daily cost variation

1.5

Coefficient of variation; lower is steadier

Active days in span

44%

First to last active day