Vendor-neutral AI spend optimization

Your AI Stack Is ProbablyOverpriced

Audit ChatGPT, Claude, Cursor, Copilot, and API spend to uncover redundant subscriptions, workflow mismatches, and hidden optimization opportunities.

Audit Preview

Example Optimization Report

Potential Savings

$1,482/month

Estimated annual savings: $17,784

Downgrade ChatGPT Team → Plus

High Severity

Collaboration features appear underutilized for a 2-person workflow.

Consolidate Claude subscriptions

Medium Severity

Multiple overlapping plans detected across similar workflows and research usage patterns.

Optimize OpenAI API usage

Low Severity

Current API spend slightly exceeds estimated workload requirements.

Recommendations are generated using deterministic optimization heuristics based on workflow alignment, pricing efficiency, and subscriptions overlap analysis.

Run Your AI Spend Audit

Enter your current AI tooling setup to receive optimization recommendations.