Frequently asked questions

LLM Peers is a multi-agent research platform. Multiple AI models answer independently, peer-rank anonymized responses, and a chairman synthesizes one decision-ready recommendation with risks, assumptions, and next actions. Use Free Research every day, or Premium Research with wallet credits for panels and frontier models.

ChatGPT optimizes for helpful single-model conversation. LLM Peers runs a structured deliberation: independent answers across labs, anonymous peer review, and a final decision brief for consequential choices. Many teams use both.

Perplexity is excellent for fast, source-grounded research answers. LLM Peers focuses on deliberating options across models and producing a ranked decision brief with visible agreement and dissent.

Founders, operators, product and engineering leaders, analysts, procurement teams, and professionals who need structured multi-model research before committing to a consequential choice.

No. Intake appears when clarifying context would improve the research brief. You can answer or skip and continue into the council run.

Yes, when web research is enabled for a Premium run. The board can gather a current briefing so deliberation is not limited to model training knowledge alone.

Yes on Premium Research. My sources lets you upload PDFs, Word, PowerPoint, Excel, text, images, or paste public URLs. When status is Ready, attach them to a run so the council shares a private, citable briefing. Free Research cannot attach My sources.

The chairman synthesis at the end of a run: a clear recommendation, ranked options, agreement and dissent, key assumptions, risks, and a practical next action you can take or challenge.

Council answers are anonymized and evaluated against shared criteria so review focuses on substance rather than which model wrote which answer. Rankings then inform the final synthesis.

Research in your account stays private unless you explicitly publish a public share link. See the Privacy Policy for details on account data, subprocessors, and retention.

Yes. After a completed run you can publish a public research page so others can read the question and decision brief through a share URL. Only publish content you are comfortable making public.

Published share pages may be accessible to anyone with the URL and may be indexed. Unpublish or avoid sharing sensitive material you do not want public.

No. LLM Peers supports judgment. It does not replace licensed legal, medical, financial, or regulatory advice where qualified expertise is required.

Timing varies with intake, web research, model load, Premium depth, and question complexity. Runs are progressive: you can watch stages complete, leave the page, and be emailed when research is ready.

LLM Peers is built by Version Labs. Contact contact@versionlabs.co for support, privacy requests, or partnership inquiries.

No. There is no Free / Pro / Max plan ladder. Use Free Research on an ongoing cadence, and add wallet credits only when you need Premium Research.

New accounts receive welcome Free Researches, then one Free Research every 24 hours (non-stacking). Free runs use an efficient multi-lab model lineup with the full deliberation stages.

Add wallet credits, choose a research panel or customize peers and chairman, pick research depth, and run. You pay actual model usage plus the LLM Peers platform fee (default 12%). On completed Premium runs you can optionally Summarize or create an Infographic of the decision brief—charged at actual chairman model usage with no platform fee (requires at least $1 wallet balance).

A curated Premium starting lineup: peer count, depth, and capability mix matched to industries, roles, and decision modes—healthcare, manufacturing, retail, finance, career, adversarial review, and more. You can customize after selecting a panel.

Free Research uses efficient models such as Gemma, DeepSeek V4 Flash, and Qwen3. Premium Research unlocks advanced and frontier models from Anthropic, OpenAI, Google, DeepSeek, Moonshot, Z.ai, and others. See Features → Models or the homepage Models section for the visual catalog.

Multi-model orchestration, independent responses, peer review, ranking, chairman synthesis, report generation, billing, and platform operations—on top of the underlying model usage charge.

Wallet recharges typically start at $10, with presets such as $10, $25, $50, and $100. Credits are prepaid and used for Premium Research.