AI Token Economics Advisor
Real-time token cost modeling, model comparison, and consumption optimization. Know exactly what your AI costs before you commit.
Full Control Over AI Token Economics
From cost visibility to automated governance \u2014 every lever you need to manage AI spend at scale.
Token Cost Calculator
Model-by-model token pricing with context window analysis. Compare leading models side-by-side for your specific workloads before you commit.
Consumption Analytics
Track token usage across teams, projects, and environments. Drill into per-agent, per-workflow consumption with historical trending.
Budget Governance
Set token budgets per team or project with automated alerts and hard caps. Prevent runaway costs before they hit the invoice.
Model Optimization Engine
AI-powered recommendations to right-size models per task. Swap expensive models for cheaper alternatives where quality is equivalent.
Model Cost Comparison
Side-by-side pricing to identify where you can cut costs without cutting quality.
| Model | Input / 1M tokens | Output / 1M tokens | Context Window | Quality |
|---|---|---|---|---|
| GPT-4o | $2.50 | $10.00 | 128K | Excellent |
| Claude Sonnet | $3.00 | $15.00 | 200K | Excellent |
| Gemini Pro | $1.25 | $5.00 | 1M | Very Good |
| Llama 3.1 70B | $0.59 | $0.79 | 128K | Very Good |
| Phi-4 | $0.07 | $0.14 | 16K | Good |
* Prices as of 2025. Actual costs may vary by provider and region.
Ready to deploy AI Token Economics Advisor?
Connect with the IBM Consulting Frontier team to scope your engagement, schedule a live demo, or co-develop a proof-of-concept on your Microsoft stack.