Token Economics capability
Stop counting tokens. Start pricing outcomes.
See what each AI-powered task costs to deliver, not just how many tokens it uses.
Cost per resolved support ticket
| Configuration | Cost / outcome | Resolution rate |
|---|---|---|
| Large model only | $0.019 | 92% |
| Routed + cached Best value | $0.012 | 91% |
| Small model only | $0.006 | 71% |
What it does
Know the cost of every useful answer.
See what each AI-powered task costs to deliver, not just how many tokens it uses.
- Link attributed model expenditure to requests, completions, workflows or business-defined units.
- Compare the unit economics of different models, features and usage patterns.
- Spot increases in cost per outcome that aggregate AI spend alone can conceal.
Data in
Cloud & operational data
Approved sources and scope
Analysis
Context & decisions
Rules, economics, ownership
Result
Measured outcomes
Review, validate, report
Why it matters
AI value, measured past the token count.
Measure AI cost per useful result, like a finished task or a good answer, and compare as models change.
Example
Track model cost per completed customer-support workflow, not only cost per thousand tokens.
Data and results
Every outcome cost, traced to its inputs.
Required data and dependencies
Attributed AI consumption and corresponding application or outcome-volume data.
Operational outputs
AI cost-per-unit measures, workload comparisons and efficiency trends.
Related capabilities
Unit Economics
Track the cost of delivering a business outcome
AI & LLM Cost Intelligence
Attribute the economics of inference
Dynamic Reporting
Your cloud data, your questions, your reports
See AI Unit Economics in context.
Check how this feature fits your cloud, data, permissions and business needs.
Availability note
The CloudScore product team confirms what’s available; setup depth and requirements depend on your deployment.
Book a demo
Run unit economics on your own AI traffic.
We’ll show this feature with examples like yours and explain the data and permissions it needs.