Optimization
Run Optimization

One click runs a grid search of 100,000 combinations with your latest model, searching every variable and saving every objective's winner — pick the details apart on the result page. Open advanced options to change the method, model, or search space.

Advanced options

Evaluates every combination in the search space; if there are more than Max Combinations, a uniform random sample is evaluated instead.

Staffing & Fixed Costs

These costs don't affect demand, so they're never searched — set them directly. Leave a field blank to auto-size it to whichever venue the search lands on.

Each candidate takes ~25 ms to evaluate — 100,000 combinations take a while, but the run executes in the background, so long runs are fine. Lower it for a quick rough pass.

Search Space — 

Every variable below is searched across its range unless you fix it. Fixed variables stay at your value while the optimizer finds the best combination of the rest.

Ticket Price ($)
Higher prices lower advance demand — the coverage clamp keeps the search inside the model's training range
to
Event Date
Candidate evenings at 7 PM, one per day in the range
to
Duration (hours)
Event length
to
Venue
Venues are compared by what the model learned from each venue's own event history — capacity, rental and logistics costs follow the venue
All 7 catalog venues
Catering Tier ($/head)
Menu tiers — quality lifts the venue's next event (reputation)
Entertainment
Catalog acts — bigger draws lift demand
Production
AV/lighting/staging packages
Marketing Budget ($)
Lifts advance demand with diminishing returns
to
Quality Improvements ($)
Decor, amenities, swag — lifts the venue's next event (reputation); no extra effect beyond $5,000
to

Never searched (no demand effect): staffing and operational cost — set them in Staffing & Fixed Costs above.

Optimization Results (17)

Click a run to open its result page — every objective's winner is there, with a hand-off into the simulator.

DateMethodObjectiveProfitMarginEvalsStatus
2026-07-10 05:01 grid_search profit $53,211.00 36.5% 100000 OK
2026-07-10 03:11 grid_search profit $56,855.52 41.1% 100000 OK
2026-07-09 06:02 grid_search profit $80,479.00 37.3% 100000 OK
2026-07-09 04:00 grid_search profit $74,037.00 42.0% 10000 OK
2026-07-09 03:58 grid_search profit $89,587.00 35.6% 100000 OK
2026-07-09 03:56 hill_climbing profit $78,151.02 45.6% 500 OK
2026-07-09 03:54 hill_climbing profit $92,069.66 39.3% 500 OK
2026-07-09 03:46 grid_search profit $321,187.00 61.4% 100000 OK
2026-07-09 03:33 grid_search profit $292,387.00 61.0% 10000 OK
2026-07-08 17:10 grid_search profit $143,887.52 41.7% 10000 OK
2026-07-08 16:14 grid_search profit $152,386.67 46.9% 100000 OK
2026-07-08 15:31 grid_search profit $145,164.90 45.9% 100000 OK
2026-07-08 07:58 grid_search profit $148,214.77 46.7% 100000 OK
2026-07-08 07:07 grid_search profit $135,023.51 39.8% 10000 OK
2026-07-08 02:42 grid_search profit $110,047.39 37.7% 10000 OK
2026-07-07 16:25 grid_search profit $158,887.00 55.4% 100000 OK
2026-07-04 12:39 grid_search profit $184,787.00 54.3% 100000 OK