What is PromptQuorum?

PromptQuorum is a multi-AI dispatch and consensus scoring tool. You write one structured prompt using any of 9 prompt engineering frameworks, then send it simultaneously to GPT-4o, Claude, Gemini, Mistral, Llama, DeepSeek and 25+ other AI models. PromptQuorum collects all responses in parallel and runs consensus analysis across them — so you get a single, verified verdict instead of trusting one model blindly.

How does PromptQuorum work?

PromptQuorum works in four stages: (1) Write — choose a prompt framework (CO-STAR, CRAFT, RISEN, APE, and more) and fill in the structured fields; (2) Optimize — your connected LLM transforms the fields into a precision prompt, which you refine with 8 one-click refinements; (3) Dispatch — send the optimized prompt to 25+ AI services simultaneously in one click; (4) Quorum — paste all responses into the analysis tab and choose from 13 analysis types including Consensus Summary, Hallucination Detection, Contradiction Detection, and Best Answer Selection.

Which AI models does PromptQuorum support?

PromptQuorum supports 25+ cloud AI models including OpenAI GPT-4o and o1, Anthropic Claude 3.5 Sonnet and Claude 4, Google Gemini 2.0 Flash and 1.5 Pro, xAI Grok, DeepSeek, Mistral Large, Cohere Command R+, Meta Llama via Together AI and Groq, and Perplexity. It also supports all major local LLM runtimes: Ollama, LM Studio, Jan AI, GPT4All, Open WebUI, vLLM, KoboldCpp, and any OpenAI-compatible endpoint.

What is consensus scoring and why does it matter?

Consensus scoring measures how much independent AI models agree on an answer. When 5 or more models give the same response to a question, confidence in that answer is far higher than when a single model answers alone. PromptQuorum's Quorum analysis extracts the points of agreement (consensus), flags contradictions between models, and scores the overall confidence level. This is the most reliable method currently available for detecting AI hallucinations — a claim that only one model makes, while four others omit it, is a strong hallucination signal.

How much does PromptQuorum cost?

PromptQuorum is free to use. You bring your own API key (BYOM) for any cloud AI provider — OpenAI, Anthropic, Google, and others — and PromptQuorum never charges you for model usage. You can also use a free local LLM like Ollama or LM Studio with no API key required at all. There is no subscription, no account required, and no usage limits imposed by PromptQuorum.

Can I use PromptQuorum with local LLMs like Ollama or LM Studio?

Yes. PromptQuorum natively connects to Ollama, LM Studio, Jan AI, GPT4All, Open WebUI, KoboldCpp, vLLM, oobabooga, and any OpenAI-compatible local endpoint. With a local model, PromptQuorum runs fully offline — no internet connection required, no API key needed. Your prompts, responses, and results never leave your device.

How does PromptQuorum protect my data and privacy?

PromptQuorum collects zero telemetry and performs zero tracking. API keys are stored only in your browser's localStorage and are never transmitted to any PromptQuorum server — every model call goes directly from your browser to your chosen provider. PromptQuorum never sees your prompts, responses, or API keys. For maximum privacy, use a local LLM (Ollama or LM Studio): in that mode, no data leaves your device at all.

How do I get beta access to PromptQuorum?

Enter your email in the waitlist form on the PromptQuorum homepage. Beta launches in July 2026. Early access members receive lifetime premium features, priority support, and direct input into the product roadmap. The desktop app (macOS and Windows) and web version will be available simultaneously at launch.

Waitlist Now Open

One Prompt. 25+ AI Responses.Get Consensus

PromptQuorum is a multi-AI dispatch tool that sends one prompt to 25+ models simultaneously — GPT-4o, Claude 4.6 Sonnet, Gemini 2.5 Pro, Mistral Large, DeepSeek, and more — and scores the results for consensus and hallucination risk.

Write and optimize your prompt once — get responses from ChatGPT, Claude, Gemini, and 25+ AI models side-by-side. Detect hallucinations, score consensus, and find the best answer across all models.

Free to use. Bring your own API key or run a local LLM.

Which AI Model Gives the Best Answer for Your Task?

Send the same prompt to ChatGPT, Claude, Gemini, Mistral, Llama, DeepSeek, and 25+ other AI models simultaneously. Compare responses side-by-side to find factual consensus and flag contradictions.

View AI Model Comparison Guide

What Can You Do with PromptQuorum?

Six tools for prompt optimization, multi-model dispatch, and consensus analysis

Prompt Optimization

Automatically refine and optimize your prompts across 8 refinement techniques.

Multi-Model Analysis

Compare responses from 25+ AI models side-by-side to detect hallucinations.

Model Capability Comparison

Identify which model excels at coding, reasoning, creative writing, or factual recall — side-by-side for your exact prompt.

Speed & Efficiency

Dispatch to 25+ models in one click instead of switching between browser tabs manually.

Privacy First

API keys stay in your browser localStorage only — never transmitted to PromptQuorum servers. Zero registration, zero tracking, total control.

Open Source Integration

Deploy locally with Ollama, LM Studio, Jan AI, and Meta Llama — no API key required.

How Does the PromptQuorum 4-Stage Pipeline Work?

Optimize, compare, analyze, and improve your prompts automatically

Frequently Asked Questions

Is PromptQuorum free?

Yes. PromptQuorum is free to use. You can bring your own API key, use a local LLM, or try our limited free backend service for prompt optimization on a test basis.

How does privacy work?

You decide where your data goes. Keep everything local with LM Studio or Ollama, or use your own API keys. PromptQuorum is as private as you set it up.

Which AI providers are supported?

PromptQuorum dispatches to 25+ cloud providers: GPT-4o, GPT-4o mini, Claude 3.5 Sonnet, Claude 4, Gemini 2.0 Flash, Gemini 1.5 Pro, Mistral Large, DeepSeek, Grok, and more. Plus local LLMs: Ollama, LM Studio, Jan AI, GPT4All.

What platforms does PromptQuorum run on?

PromptQuorum starts with desktop apps (Mac, Windows), followed by a web application, and eventually mobile solutions.

What makes PromptQuorum different?

PromptQuorum covers the full prompt lifecycle: 9 built-in frameworks for writing, iterative optimization with 8 refinement types, simultaneous dispatch to 25+ models, and 13 Quorum analysis types for consensus scoring.

Are there any limits?

No limits from PromptQuorum side. Your usage depends only on your own API rate limits or local LLM resources—we never throttle or meter usage.

Explore Free Guides

Deep dives into AI, prompting, and local LLMs

Local LLMs

How to run AI models on your own hardware

Prompt Engineering

Techniques to optimize prompts for better answers

LLM Quantization

Compress models to run on consumer GPUs

Prompt Engineering Guides

12 research-backed articles on prompt engineering, multi-model dispatch, hallucination detection, RAG, and local LLM techniques for developers.

Prompt Engineering

8 Prompt Engineering Frameworks Explained: CRAFT vs CO-STAR vs APE (2026 Guide)

Master the top prompt frameworks and learn which one works best for your use case.

8 min read→

Privacy & Security

Local AI vs Cloud Tools: Why Privacy-First Prompt Optimization Matters

Why privacy-first prompt optimization matters and when to use local models.

10 min read→

AI Comparison

AI Model Comparison: ChatGPT, Claude, Gemini, and Local Alternatives

Compare the best AI language models and find the best fit for your needs.

12 min read→

PromptQuorum

PromptQuorum: How Intelligent Prompt Aggregation Works

Learn how PromptQuorum aggregates and compares multiple AI models for better results.

7 min read→

Optimization

Prompt Optimization: Advanced Techniques for Better AI Results

Learn proven techniques to optimize your prompts for better AI responses.

9 min read→

Privacy & Security

Enterprise Data Privacy: Zero-Registration, Zero-Tracking AI Tools

How enterprises can use AI tools with maximum data protection.

11 min read→

Research

Research: The Impact of Prompt Optimization on AI Performance

New research shows how prompt optimization dramatically improves AI performance.

13 min read→

AI Reliability

AI Consensus Scoring: How to Detect Hallucinations Across Multiple Models

When five AI models independently agree on a fact, the answer is far more reliable than when one model answers alone. This is the principle behind AI consensus scoring — and why it is the most effective method for detecting hallucinations at scale.

11 min read→

Comparison

PromptQuorum vs AskQuorum AI — What's the Difference?

Two tools, similar names, very different products. Here's a clear breakdown of what PromptQuorum and AskQuorum AI each do, who they're built for, and why they're not the same thing.

4 min read→

PromptQuorum

What Is AI Consensus Scoring? How PromptQuorum Detects Agreement Across Models

Consensus scoring analyses responses from multiple AI models and measures where they agree, where they diverge, and what that pattern tells you about the reliability of an answer.

6 min read→

Join the PromptQuorum Waitlist

PromptQuorum is live April 2026. Join the waitlist for early access and lifetime premium features. Your API keys stay in your browser—zero registration, zero tracking.