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Platform finance

AI cost analytics

Token spend and invocation counts by agent, by study, and by day. Costs are estimated against the Anthropic Sonnet 4.7 ($3/$15 per 1M) and Opus 4.7 ($15/$75 per 1M) rate card. Unknown model IDs are billed as Sonnet.

Source: synthetic
Total cost (USD)
$26.86
Invocations
383
Total tokens
1.8M
1.5M in / 355.6K out
Lookback
7 days

Daily cost

Estimated AI spend by day (USD)

Peak day: $8.18

Daily AI cost (USD)2026-06-11: $2.70 (39 invocations)06-112026-06-12: $2.62 (47 invocations)06-122026-06-13: $0.00 (0 invocations)06-132026-06-14: $0.36 (5 invocations)06-142026-06-15: $6.06 (86 invocations)06-152026-06-16: $6.94 (92 invocations)06-162026-06-17: $8.18 (114 invocations)06-17

Top agents

By estimated cost

AgentInvocationsInputOutputCost% of total
Medical Coding (MedDRA / WHODrug)
15-coding
22173.2K48.4K$6.23
23.2%
Trial Simulation
19-trial-simulation
14116.7K27.4K$3.81
14.2%
Budget & CTA
03-budget-cta
13104.6K27.6K$3.64
13.6%
Plain-Language Summary
23-plain-language-summary
1177.3K21.3K$2.76
10.3%
Site Monitoring & Visit Planning
07-site-monitoring
864.9K15.9K$2.16
8.1%
Continuous Audit-Trail
27-audit-trail
764.1K13.4K$1.96
7.3%
RBQM Risk Assessment
10-rbqm-risk
25115.1K21.5K$0.67
2.5%
Knowledge / Regulatory RAG
30-knowledge-rag
2192.3K20.4K$0.58
2.2%
Evaluation
31-evaluation
218.4K3.9K$0.57
2.1%
Patient Identification & Recruitment
34-patient-recruitment
1981.9K17.1K$0.50
1.9%
(others)
241554.5K138.6K$3.98
14.9%

By study

Cost attribution

StudyInvocationsInputOutputCost% of total
VAX-014
Stellis Vaccines
58260.8K66.0K$5.70
21.2%
DERM-003
Lyra Skin Sciences
60258.2K63.3K$5.48
20.4%
ONC-002
Acme Therapeutics
64266.6K63.4K$5.03
18.7%
RARE-007
Northwind Genetics
69250.4K60.1K$4.21
15.7%
OBS-PMR-001
Veridian Pharma
65210.1K54.2K$3.52
13.1%
CV-118
Helios Cardio
67216.8K48.6K$2.93
10.9%