LimitPlanner

Deep research report

Token sketch: many searches plus a long synthesis. Uncertainty: ±4x.

Cost per task

Low
$1
Likely
$3
High
$8
Basis
no vendor publishes it; NotebookLM caps Deep Research at 200/day on Ultra 20x, Perplexity Max at about 500/month (unverified)
Uncertainty
±4x
Unit
API-$ equivalent

Share of a Claude plan's weekly capacity

One “deep research report” as a share of each Claude plan's weekly capacity, computed by calc.js (task cost ÷ weekly capacity).

PlanWeekly capacityLowLikelyHigh
Claude Pro$66 inferred1.52%4.55%12.12%
Claude Max 5x$550 inferred0.18%0.55%1.45%
Claude Max 20x$1,099 measured0.09%0.27%0.73%

Ranges were drafted at an Opus-class list price of about $5 per M input and $25 per M output tokens (Sonnet about 0.6x, Haiku about 0.2x). Re-checked 20 Oct 2026: Claude Opus 5.5 lists at $4 / $20 per M (claude.com/pricing), about 20% lower, so the high ends are conservative for Opus 5.5. On GitHub Copilot plans the calculator rescales every row to the chosen model's per-token rate published by GitHub (see methodology).

Try one a weekday in the calculator All tasks