Type in the token counts from the agent run. Same conversation, three brains —
watch what happens when the author gets more expensive.
prompt + tools + history, every turn, added up
the replies + its tool-calling chatter
or try a known size:
the three documents assume the model reads the whole thing and writes back a ~1-page summary.
Gemini 2.5 Flash
$0.30 in · $2.50 out / 1M tokens
—
what our demo agent runs on
Claude Opus 4.8
$5.00 in · $25.00 out / 1M tokens
—
Claude Fable 5
$10.00 in · $50.00 out / 1M tokens
—
≈ Lloyds Group headcount
Prices are list API prices per million tokens (June 2026): Gemini 2.5 Flash
$0.30/$2.50 · Claude Opus 4.8 $5/$25 · Claude Fable 5 $10/$50. Caching, batching and
enterprise deals change the real bill — the point is the shape, not the pennies.