Control LLM Cost During Traffic Spikes
A successful launch can turn model spend into a surprise. ProofMap helps teams prepare lower-cost routes before traffic arrives.
Get StartedWhy Choose ProofMap
Qualify burst routes
Move high-volume eligible tasks to cheaper runtimes that pass objective tests.
Protect critical paths
Keep premium models for sensitive or complex cases that require them.
Avoid emergency downgrades
Plan cost controls before traffic forces rushed runtime changes.
Comparison
| Need | Ad hoc workflow | ProofMap |
|---|---|---|
| Connect tools and context | Developers wire custom integrations and debug behavior from raw logs. | Use MCP for standardized access and ProofMap to qualify tool behavior against objective tests. |
| Control production behavior | Prompt, model, and tool changes move through manual review or informal judgment. | Promote only prompt packages and runtime mappings that pass evaluation gates. |
| Save time and cost | Teams repeat setup, review, and model comparison work for every agent change. | Reuse tool connections, rerun objective suites, and compare cost, latency, and quality together. |
| Handle timing events | Launches, incidents, renewals, schema changes, and traffic spikes trigger rushed decisions. | Keep evidence-backed evaluations and fallback mappings ready before the timing pressure arrives. |
Frequently Asked Questions
When should we prepare for traffic spikes?
Before launches, campaigns, seasonal peaks, customer onboardings, or viral product moments.
Can lower-cost routes be temporary?
Yes. Teams can qualify burst mappings for peak periods while keeping normal routing for everyday traffic.
How does this save developer time?
ProofMap reduces repeated manual review, model comparison, prompt regression checks, and tool-use debugging by making them repeatable evaluation workflows.
What does ProofMap produce?
It produces objective-bound evaluations, failure evidence, recommendations, and approved prompt or runtime mappings that developers can use in production.