Evaluate New Models Before the Hype Wins
New model releases create pressure to upgrade. ProofMap helps teams test the model against real objectives before changing production.
Get StartedWhy Choose ProofMap
Compare to baseline
Run the new model against the current approved runtime and inspect differences.
Detect prompt drift
See where existing prompts improve, degrade, or need model-specific mapping.
Make a clear decision
Switch, fallback, or wait based on evidence rather than launch-day excitement.
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 test a new model?
Test when it could improve quality, cost, latency, availability, or strategic provider leverage.
What if the new model is better in some areas only?
Use partial qualification and fallback mappings so the new model can help where it passes.
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.