Compare price, capability and reputation
But first understand the real cost
One place for live pricing, public evaluation data, and community signals across multiple providers and many models. From token usage and subscription fees to hidden generation costs, we help you price the real workload before you buy.
Core services
Estimate cost, compare options, then ask for recommendations. The sequence mirrors real decision making.
Project cost calculator
Translate tasks like CRUD APIs, 5,000-line refactors and AI videos into understandable budgets.
Real scenarios · budget first
Cross-platform pricing
{modelSummary} grouped by provider and family, with input, output and cache pricing shown clearly.
Evaluation reference
Aggregates SWE-bench, LiveCodeBench, Aider and Arena without synthetic ranking tricks, plus confidence tiers.
evaluation coverage expanding · T1/T2 tiers
Smart recommendations
Match tools and models by stack, team size and monthly budget with cost, performance and balanced strategies.
6 starter presets
Self-Hosted AI
Compare cloud vs local hardware costs. Find the right GPU or unified memory machine.
From $999
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Top Rankings
Which scenario fits you?
Different budgets and workflows need different tools. Start from your actual scenario.
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