Cost breakdown

Typical per-run costs across every Xura feature.

Ballpark numbers assuming Sonnet 4.6, medium-sized queries.

Feature	Cost / run	Notes
Dashboard query	$0.01 -$0.05	Single query, one LLM turn
Flow run (small)	$0.02 -$0.10	3-4 nodes, one gate
Flow run (large)	$0.10 -$0.40	8+ nodes, multiple queries + actions
Signals research	$0.05 -$0.15	5 web_search + LLM synthesis
Plan from description	$0.02 -$0.08	One LLM call, no tools
Deep research (Word doc)	$0.30 -$1.20	Multi-turn, many web searches
Slides generation	$0.10 -$0.40	Multi-slide deck synthesis

Cost drivers to watch

1. Model choice — Opus is 5× everything.
2. web_search — highest single tool cost. Capped where Xura controls it.
3. max_tokens — output cap. Xura sets reasonable defaults (2500 for flows/signals).
4. Data row count — big query results = big context = expensive next turn.
5. Continuations — pause_turn loops that go deep. Xura caps at 1 for cost paths.

Where to see spend

Settings → Activity log. Filter by source to isolate a feature’s cost.