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PolyCog vs the alternatives

Honest, hand-maintained comparisons of PolyCog against other ways to use several AI models at once — and against just paying for the subscriptions.

What every comparison here is about: several models answer one prompt in parallel, a difference scan shows where they disagree, they debate, and a flagship writes one synthesis.

How these are made. Every page is written and re-checked by hand, dated, and says where the other product wins. PolyCog is BYOK — bring your own key: you paste your own OpenAI, Anthropic, Google, DeepSeek or xAI API keys, prompts run under your own accounts at provider list prices, and several models answer, debate, and get synthesized into one answer. The comparisons focus on the thing that predicts a platform's long-term behaviour better than any feature list: who pays for the AI underneath.

Credit-based lifetime aggregators

Subscription aggregators

BYOK chat apps

Status quo

Reference

Spotted something out of date? Pricing and features change; every page shows when it was last verified. Send a correction and we'll fix it and note the change.

See the difference in one prompt

Run the same question through several frontier models, watch them debate, and read the synthesis. Free sample mode, no signup, no keys needed.

Free tier forever · $10/mo · $250 lifetime · your API keys, your bill

Comparisons are maintained by hand and dated individually. Product names are trademarks of their respective owners; PolyCog is not affiliated with any product compared here.