MATCH ENGINE 2.0 · DATA-BASED DISCOVERY
Find the right AI tools. Build a stack within your budget.
Tell us your task and monthly budget. See a transparent shortlist from 1,002 tools with vendor pricing evidence — not paid rankings or untested quality scores.
What are you trying to do?
How scores work: Match scores represent documented query/category relevance, selected price constraints and evidence completeness — not quality, performance or a recommendation to purchase. Unknown paid prices remain unknown. The tool does not test products or guarantee support for a task.
PERSONAL AI STACK
Your AI tool stack
Select up to 5 tools to compare documented entry-level monthly costs. Each tool counts once. Exact tasks, usage and pricing must be verified with its vendor.
No tools selected.
Your stack stays in this browser session only. Costs do not include taxes, credits, add-ons or usage-based charges.
How these matches work
We filter by your selected category, query, budget and documented free-plan availability. Exact names rank first, followed by task/category and description matches. Match scores are transparent fit indicators, not ratings. We do not claim that a tool produces the best output: this site has not independently tested every product.
Plan pricing is a vendor-page snapshot, not a live quote. Monthly and yearly-billed plans are considered separately. Missing prices are disclosed rather than guessed. For verified status and vendor sources, open each tool's details before purchasing.
Prefer advanced filtering? Open Decision Lab · View your saved tools