Measure time saved
Estimate the competent developer time behind every meaningful AI-assisted task.
See which AI tools actually save you time, deliver successful work, and earn their place in your monthly stack.
Your strongest value metric
Useful work created
Developer-equivalent hours, last 12 weeks
42.6 hours
Example developer-equivalent time saved
$0.94 / hour
Example cost per productive hour
31 tasks
Successful outcomes, not token volume
Your stack, understood
AI Stack connects spending to the work that came out the other side, so every subscription has a clear job to do.
Estimate the competent developer time behind every meaningful AI-assisted task.
Rank providers and models by cost per developer-hour, success, and rework.
Use a secure telemetry endpoint that agents can call when they finish a task.
Get concise recommendations about plans, credits, and task routing.
Compare current models, pricing, context, capabilities, and public benchmark signals — with official sources attached.
Explore AI modelsCoding comparison
Example normalized score
Benchmarks are source-tagged and kept separate from your private, outcome-based telemetry.
Start with your stack, record useful outcomes, and let the value signal get clearer over time.
Start tracking for free