Estimate AI workflow costs before they surprise you.
Model your LLM calls, RAG steps, embeddings, retries, evals, and user volume. AgentBudget Lab shows cost, latency, budget risk, and optimization options before you ship.
From idea to cost model in minutes
The hidden AI cost problem
A demo that looks cheap at 10 users can become expensive once retries, retrieval, and evals are added.
Describe your workflow
Tell us what happens when one user submits a request — or start from a template and edit every step.
Map calls, tokens, retries, cache
Model calls, tool calls, retrieval, embeddings, retries, and cache hit rates per step.
Estimate cost and scale
See cost per request and how it scales to monthly and annualized cost at your expected volume.
Compare scenarios
Test a cheaper model, a cached version, or a higher-quality version side by side.
Generate an optimization plan
Get a prioritized list of quick savings, model swaps, and caching opportunities.
Built for planning, not billing management
AgentBudget Lab is a tradeoff-analysis tool, not enterprise FinOps software or a billing dashboard.
Neutral
Never blindly recommends one model or provider — every comparison states its assumptions.
Transparent
Formulas, token estimates, and assumptions are always visible, never a black box.
Editable pricing
Model prices are a plain table you can edit, not hardcoded numbers buried in code.
Future-ready, not overbuilt
Reports, price monitoring, and team budgets are on the roadmap without needing a rewrite.
Start free. Upgrade when you need more.
Free
3 workflows/mo, 25 estimates/mo
- Cost driver analysis
- Optimization suggestions
- Scenario comparison
Plus
More workflows, saved reports
- Custom price tables
- More monthly workflows
- Saved reports
Pro
Exports & price monitoring
- PDF exports
- Larger workflows
- Price monitoring