Workloads with a >10k-token stable prefix

Share of measured agent workloads carrying at least ten thousand tokens of stable prefix per request.

All trends

+18 % of workloads over window

Jan

Feb

Mar

Apr

May

Jun

Measured in % of workloads.

What this trend means.

Stable prefixes are growing as tool registries and repository policies get larger. More of the request is fixed scaffolding, which is exactly the part reuse targets.

Tie-in

Trends describe the population; a diagnostic measures you. The two together tell you whether you are ahead of or behind the curve on reuse.

Other trend series.

Median realized reuse ratio

% of input tokens

Routing mix by alias family

% of requests

Share of non-interactive tokens on batch tiers

% of background tokens

Measure your reuse against the trend.

Run a diagnostic and see where your workload sits relative to these aggregate patterns.

Run a diagnostic The benchmark