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Every multi-AI tool lets models talk to each other. Only Miyagai fact-checks every claim against the live web. Here's how we compare to every alternative.
Claude, GPT-4o, Gemini, Grok, DeepSeek and Perplexity all answer your question independently. Different architectures, different training data, different blind spots.
The Miyagai Engine™ cross-examines every AI answer against real-time sources via Jina and Brave. No other multi-AI product does this.
See exactly how the AIs competed, where they disagreed, and how the final answer was verified. Full transparency, not a black box.
| Feature | Miyagai | ChatGPT | Perplexity | CollectivIQ | MultipleChat |
|---|---|---|---|---|---|
| AI Models | 6 (Claude, GPT-4o, Gemini, Grok, DeepSeek, Perplexity) | 1 (GPT-4o) | 1 (Sonar or user-selected) | 4 (ChatGPT, Claude, Gemini, Grok) | Multiple (side-by-side only) |
| Live web fact-checking | Yes — Miyagai Engine™ via Jina + Brave | No | Citations only (not verified) | No — curated knowledge bases only | No |
| Cross-model debate | Yes — adversarial cross-examination | No | No | Consensus voting only | Conflict detection only |
| Hallucination prevention | Multi-model + web verification + disagreement mapping | None | Source citations (single model) | Consensus scoring (no web verification) | None |
| Single synthesised answer | Yes — tournament + merge of best outputs | Yes (single model) | Yes (single model) | Yes (consensus synthesis) | No — side-by-side only |
| Verification Trail (audit) | Yes — model scores, disagreements, debate outcome | No | No | Provenance tracking | No |
| Free tier | Yes — 10 searches/day | Limited | 5 Pro searches/day | 30-day trial only | BYOK (bring your own keys) |
| Pricing | Free / £29 / £99 / £299 per month | $20/mo (Plus) / $200/mo (Pro) | $20/mo (Pro) / $50/mo (Enterprise) | Enterprise only (usage-based, demo required) | BYOK (your own API costs) |
Both search the web. Only Miyagai verifies what it finds.
See full comparison →One model guesses. Six models debate. The web decides.
See full comparison →4 models debate. But without live web verification, consensus can still be wrong.
See full comparison →CollectivIQ is an enterprise consensus platform that queries 4 AI models (ChatGPT, Claude, Gemini, Grok) and fuses their answers. Here's where the approaches diverge.
CollectivIQ merges model outputs into a single answer based on agreement. But if all four models share the same incorrect training data, consensus delivers a confident hallucination. Miyagai fact-checks every claim against the live web — even when all models agree.
CollectivIQ uses ChatGPT, Claude, Gemini, and Grok. Miyagai adds DeepSeek and Perplexity — 50% more architectural diversity. More diverse models means fewer shared blind spots.
CollectivIQ requires a demo and enterprise onboarding. Miyagai is free to use instantly — no account required, no sales call, no waiting. Pro plans start at £29/mo.
CollectivIQ is built for enterprise security teams worried about Shadow AI and EU AI Act compliance. Miyagai is built for anyone who needs a verified answer — founders, researchers, analysts, students. Different problems, different products.
Perplexity searches the web with one AI model and cites sources. Miyagai queries six AI models in parallel, then cross-examines their answers against live web sources using the Miyagai Engine™. Think of it as Perplexity with a built-in fact-checker.
Three layers: (1) Multiple AI models answer independently — hallucinations from one model are caught by others. (2) The Miyagai Engine™ verifies every claim against real-time web sources via Jina and Brave. (3) Disagreements between models are flagged and surfaced in the Verification Trail.
For research and decisions, yes. Miyagai gives you verified answers with confidence scores and source citations. For creative writing, code generation, or casual chat, ChatGPT is still a better fit — Miyagai is built for truth, not conversation.
Claude (Anthropic), GPT-4o (OpenAI), Gemini (Google), Grok (xAI), DeepSeek, and Perplexity — six models from six different providers, ensuring genuine architectural diversity.
Every Miyagai search shows you exactly how the AIs competed: which model scored highest, where they disagreed, and whether they reached consensus. It’s a full audit trail — no other AI product shows you this.
CollectivIQ queries 4 AI models and merges their answers by consensus. Miyagai queries 6 models and then fact-checks every claim against the live web using the Miyagai Engine™. Consensus alone can’t catch hallucinations when models share the same incorrect training data — web verification can.
Because AI models are trained on overlapping data. If a false claim appears in multiple training datasets, all models will confidently repeat it. Live web verification catches these “unanimous hallucinations” by checking against current, real-world sources.
Free, no account required. See the difference six AIs and live verification make.
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