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The AI Hallucination Fix: examines three models to reach one conclusion.
Input:
Output:
Triall screenshot
Updated: Feb 25, 2026 Free + from $11/month

Description

AI hallucination is not simply a bug that improved training can fix. Studies indicate AI models inherently prioritize confident expression over accuracy, and no single model can identify its own errors.
Triall addresses this structurally. Three AI models independently answer the same question, then objectively evaluate each other's responses, with no model knowing the author. The top-rated response is synthesized, refined through iterative critique, challenged by a devil's advocate, and optionally checked against current web information. Every stage is transparent and exportable.
The platform features over-compliance risk assessment (identifying when models are confidently incorrect), model diversity analysis, and a complete walkthrough showing what was corrected.
Designed for professionals where accuracy is essential — legal, finance, research, strategy. Includes three settings: Full Power (Claude Opus + Grok + Gemini), a complimentary Test Run with simpler models, and Custom mode with 120+ models via OpenRouter.
Three AIs. One verdict.

Key Features

Anonymous Blind Peer Review Between Models

Real-time Streaming Of The Full Reasoning Process

178 Curated Prompt Library Across 15+ Categories

Devil's Advocate That Stress-tests The Final Answer

Web Search Integration With Live Sources

Pricing Plans

Model
freemium
Packages
1 Package
Price Start From
$11/month
Payment Model
monthly

Releases

Initial version of Triall.

Reviews

Pros & Cons

Pros

Live streaming of process

Devil's advocate stage

Web search integration

Cons

One free session only

No sign-up may limit customization

Real-time streaming could be slow

Q&A

New Released

New Released