OpenClaw — 9-LLM Consensus Engine

Get consensus answers from 9 AI models simultaneously. Instead of trusting one model's answer, OpenClaw asks multiple models and synthesizes where they agree.

What It Does

1. Takes your prompt
2. Sends it to 9 AI models (GPT-4o, Claude, Gemini, DeepSeek, Mistral, and more)
3. Synthesizes a consensus answer with a confidence score
4. Returns individual model responses + final agreement

Why 9-Model Consensus?

Single models hallucinate. When 9 different models trained on different data all agree, the answer is far more reliable. Confidence score tells you how much they agreed.

• Confidence > 0.8: High agreement — very reliable
• Confidence 0.6-0.8: Moderate agreement — generally trustworthy
• Confidence < 0.6: Low agreement — treat with caution

Pricing

$0.10 per consensus call (pay-per-use via Apify)

No monthly fee. Only pay when you use it.

Input

{
  "prompt": "What is the most reliable way to handle database transactions in Python?",
  "providers": ["openai", "anthropic", "google"],
  "minConsensus": 0.6
}

Field	Type	Required	Description
prompt	string	Yes	Your question or task
providers	array	No	Which AI providers to use. Default: all available
minConsensus	number	No	Min confidence threshold (0-1). Default: 0.6

Output

{
  "prompt": "...",
  "consensus_answer": "Use SQLAlchemy with explicit transaction management...",
  "confidence": 0.87,
  "providers_used": ["openai", "anthropic", "google", "deepseek"],
  "provider_count": 4,
  "timestamp": "2026-04-29T12:00:00Z"
}

Deployment Instructions

# 1. Install Apify CLI
npm install -g apify-cli

# 2. Login
apify login

# 3. Navigate to actor directory
cd apify_openclaw_actor

# 4. Set your OpenClaw API key as actor secret
apify secrets:add OPENCLAW_API_KEY your-rapidapi-key

# 5. Test locally
apify run --input '{"prompt": "Best Python web framework 2026?"}'

# 6. Deploy to Apify platform
apify push

# 7. Enable pay-per-event billing in Apify Console:
#    Go to your Actor > Monetization > Enable "Pay per event"
#    Set event name: "consensus_call"
#    Set price: $0.10 per event

Get Your OpenClaw API Key

1. Go to RapidAPI Hub
2. Search for "OpenClaw"
3. Subscribe to a plan (BASIC/PRO/ULTRA)
4. Copy your RapidAPI key
5. Set as OPENCLAW_API_KEY environment variable

Use Cases

• Code review: Get consensus on best practices
• Research synthesis: Ask complex questions, get reliable answers
• Content verification: Cross-check facts across models
• Decision support: Get multi-model perspective on technical decisions

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Made by yanmiayn · Powered by OpenClaw