AHE

Cache hit rate

95%

Input served from cache

Higher than 51% of developers

Cache reuse

21.7×

Reads per cached token

Higher than 43% of developers

Cost per 1M tokens

$1.13

Blended cost across all tokens

Lower than 25% of developers

Output share

1%

Tokens generated as output

Higher than 98% of developers

Parallel tools

7%

Days with 2+ tools · 1.1 avg/day

Parallel machines

0%

Days with 2+ machines · 1.0 avg, 1 max

Models per active day

2.0

Distinct models used each day

Daily cost variation

1.0

Coefficient of variation; lower is steadier

Active days in span

51%

First to last active day