Hybrid subscription
Keep spend predictable, add usage caps only where margin demands it.
Top AI models for decisions too important for
Model Council turns independent AI perspectives, critique, and disagreement into a clear verdict you can act on.
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Prompt to verdict in one workspace.
streaming
Subscription first
Optimize for buyer trust and simple packaging before metering usage.
Hybrid with limits
Tie overages to clear value moments and expose caps early.
Usage-assisted
Protect gross margin when heavy users consume expensive model calls.
Critique update
Agrees to ship only behind caps, with finance and support watching early usage signals.
Critique update
Narrows the recommendation to a subscription-led test with explicit overage guardrails.
Critique update
Reframes usage pricing as a margin-control layer, not the primary customer promise.
Critique update
Concedes the experiment should avoid surprising buyers and begin with power users.
Start simple. Add metered usage where it protects margin.
Consensus favored predictable pricing first, with disagreement around when overage economics should become visible.
Use it when a single confident answer is too thin.
Investor memo stress tests
Pressure-test pricing, roadmap, hiring, or go-to-market choices before they become expensive commitments.
Technical decision records
Compare architectures, model choices, vendor trade-offs, and failure modes with dissent preserved.
Research critique and synthesis
Expose weak assumptions, competing explanations, and what a defensible next step should look like.
Serious output, explicit boundaries.
No OpenRouter key is needed for the hosted free trial.
OpenRouter-key mode is a paid feature and usage is billed by OpenRouter.
Consensus is not truth. Models can agree and still be wrong.