Comparison
Model Council alternatives: run an AI council without a $200 plan
Perplexity’s Model Council is gated behind the $200/month Max plan, works only on the web, and runs three fixed models. If you want the council method without the Max price — or with peer review, exports, and mobile — here are the real alternatives, honestly compared.
What you actually want from a council
Strip the branding and every council product is trying to deliver the same four things: independent answers from different models, a fair way to judge them, visible disagreement, and one final answer you can defend.
The alternatives differ in how much of that they deliver, what they cost, and how much setup they demand.
1. LLM Council (llmcouncil.ai) — the hosted, full-method version
Runs the complete method: independent answers, anonymous cross-model peer review with ranking, then synthesis with consensus and dissent visible. Starts free with one real council daily; Pro ($25/mo) adds stronger model pools, longer context and exports; Fox ($100/mo) adds the strongest frontier pool and a document agent. Exports Word, PDF, PowerPoint, Excel. Works in any mobile browser.
Honest limits: the free council is small and daily-capped, and the deepest councils are paid. We publish our method and our peer-review research, including the measured self-preference bias of frontier models across 73,580 paired judgments.
2. Karpathy’s llm-council repo — free, for developers
The open-source project that coined the term (github.com/karpathy/llm-council). Three-stage design: models answer, anonymously review each other, and a chairman synthesizes. Free forever, fully yours to modify.
Honest limits: you run it yourself with your own OpenRouter API key, pay per-token for every model call, and get a local web app with no exports, no mobile, and no support — Karpathy explicitly describes it as an unsupported side project.
3. Hugging Face spaces — free, hosted, minimal
Community-hosted versions of the Karpathy design exist as Hugging Face Spaces. Zero setup, zero cost, and a fair way to feel the idea.
Honest limits: shared capacity, small fixed councils, no document exports, no accounts or history, and no guarantee the space stays up or current.
4. Council-style developer tools and Claude skills
A growing ecosystem runs councils inside developer tools: Claude Code skills and MCP servers that convene several models on a coding or review task. If you live in a terminal, these are genuinely useful.
Honest limits: developer-only ergonomics, usually your own API keys and per-token costs, and results bound to the tool rather than a shareable document.
5. Perplexity Model Council — if you already pay for Max
Three frontier models in parallel with a synthesizer that highlights agreement and conflict, inside Perplexity’s search product. If Max ($200/month) is already justified for you, it is a real feature, best on research-heavy questions — Perplexity’s own guidance.
Honest limits: Max-only pricing, web only (no mobile or apps), three fixed models, chat output without document exports, and a single-model synthesizer as the judge.
The bottom line
Developers who want to tinker: the repo. Zero budget, zero setup: a Hugging Face space. Already on Max: use Perplexity’s. If you want the full method — peer review, dissent, documents, mobile — without a $200 plan: LLM Council, starting free.