AI pricing decks still default to Bronze/Silver/Gold while customers demand clarity on tokens, GPU minutes, and bursting limits. This comparison breaks down the tier models we see working across UsageBox customers.
Decision Matrix
| Tier | Best For | Included Usage | Overage Rule | Notes |
|---|---|---|---|---|
| Foundation | Startups, pilots | 10M tokens + 200 agent runs | Flat $0.60 / 1M tokens | No SLA; burst credits disabled |
| Growth | Product-led teams | 50M tokens + 1,000 agent runs + 20 GPU hours | Tiered by workload: $0.45 / 1M tokens, $2 / GPU hour | Includes FinOps alerts + shared Slack channel |
| Enterprise | Regulated + mission-critical | Contracted commits, custom model mix | Outcome-based pricing with guardrail fees | Dedicated VPC, policy enforcement bundled |
Interactive Calculator Embed
Most teams drop the UsageBox calculator widget right inside docs. Include a placeholder div so the front-end can mount the calculator:
Calculator loads here, connect to UsageBox pricing APIs for live quotes.
Customers tweak tokens, GPU hours, and workflow automations; the calculator pings the UsageBox pricing endpoint and shows how each tier responds.
Plain-Language Summaries
After the math, simplify the decision:
- If you care about predictability: Stick with Foundation until FinOps asks for alerts, then jump to Growth for anomaly monitoring.
- If you care about guardrails: Enterprise is the only tier bundling policy enforcement plus on-call commitments.
- If you monetize agents: Growth unlocks per-agent automation multipliers so you can package “AI copilots” as a premium add-on.
What Tier Switches Trigger Operationally
Tier upgrades automatically:
- Promote catalogs and pricing plans via UsageBox APIs.
- Regenerate FinOps budgets + alerts.
- Sync commitments and contract metadata into the CRM.
By publishing the decision matrix and calculator together, prospects self-select into the right tier and sales conversations focus on outcomes instead of price confusion.