Interactive demo. Shown from the perspective of Guimu Guo (real profile and publications); opportunities are real grants.gov listings; all other people are fictional. Nothing you do here is sent anywhere.

Stats

Agent costs

Total est.
$0.76
Input tokens
237,573
Output tokens
20,148
WeekAgentModelRunsBudget hitsIn tokOut tok$
2026-10-19topic_recommenderclaude-sonnet-4-52037,8173,587$0.17
2026-10-19disambiguatorclaude-haiku-4-5104,361438$0.01
2026-10-19collaborator_analystclaude-sonnet-4-5108,226596$0.03
2026-10-12topic_recommenderclaude-sonnet-4-51015,1541,919$0.07
2026-10-12disambiguatorclaude-haiku-4-53012,5331,516$0.02
2026-10-12competitiveness_analystclaude-sonnet-4-51020,7661,325$0.08
2026-10-05disambiguatorclaude-haiku-4-58029,5343,093$0.04
2026-10-05competitiveness_analystclaude-sonnet-4-52052,7392,019$0.19
2026-10-05collaborator_analystclaude-sonnet-4-52020,8211,649$0.09
2026-09-28disambiguatorclaude-haiku-4-55019,0792,293$0.03
2026-09-21disambiguatorclaude-haiku-4-54016,5431,713$0.03

Match quality (12 weeks)

WeekTotalPrimaryCollabStrongPossibleAvg score👍👎Applied
2026-10-19630330.65000
2026-10-12710160.57001
2026-10-05830350.64311
2026-09-28610150.58110

Data sources (30d)

SourceRunsErrorsItems seenNewAvg per runLast run
grants_gov30030,000412100010/19/2026, 3:04:00 AM

Cost is computed client-side from Anthropic published per-1M rates (Haiku $0.80/$4.00, Sonnet $3/$15, Opus $15/$75). Update backend/app/routers/admin.py:_PRICE_PER_M when pricing changes.