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⁠Simple Bench

Benchmark top AI models against trick questions to expose reasoning failures for free using Simple Bench. Filter model errors via the free "Council" app to secure consensus answers, ideal for developers validating Pro plan ROI. Unlike subjective leaderboards, this utility provides falsifiable data to authenticate LLM logic before you subscribe.

Introduction

[Simple Bench]: The Free AI Tool That Exposes the "Smart" Models

Simple Bench (simple-bench.com) isn't another chatbot—it is the ultimate BS-detector for the AI era. While tech giants claim their new models have "god-like" reasoning, this free benchmark reveals the uncomfortable truth: many can’t answer basic trick questions that a high schooler would ace.

📝 What It Actually Does
  • The "Voight-Kampff" Test: It bombards AI models with "spatio-temporal" trick questions (e.g., tracking an ice cube’s melting state or complex family riddles)
    • The Benefit: You instantly see which expensive "Pro" models are actually smart and which are just confident hallucination machines.
  • The Human Baseline: It offers a "Try Yourself" mode where you take the same test as the AIs
    • The Benefit: Provides a definitive reality check on whether you (or your employees) still outperform the latest GPT-5 or Gemini 3 updates in common sense.
  • The Council App: Through its companion platform (LMcouncil.ai), it lets you run a "council" of multiple models simultaneously
    • The Benefit: Instead of trusting one AI, you get a consensus answer, filtering out the dumb mistakes of individual models.
The Real Cost (Free vs. Paid)

The benchmark itself is a public utility—completely free to view and reference. The associated "Council" app currently offers generous free access to specific model groupings.

PlanCostKey Limits/Perks
Viewer$0Unlimited access to leaderboard & test questions.
Council App$0Free access to "Recommended Councils" (Speed, Coding, Roleplay).
Supporter$9/mo(Patreon) "AI Insiders" access, likely supports the creator (AI Explained).

The Catch: This is a research project, not a venture-backed SaaS. There are no guarantees the "Council" app will remain free forever as compute costs rise. The "Try Yourself" data helps refine the benchmark, so you are essentially a test subject.

How It Stacks Up (Competitor Analysis)
  • Chatbot Arena (LMSYS): The heavyweight champion of "vibes." It ranks models based on human preference in blind tests. Simple Bench is more objective, using falsifiable trick questions rather than subjective human voting.
  • LiveBench: Focuses on preventing "cheating" (memorization) by constantly updating questions from recent math/coding competitions. Simple Bench focuses more on reasoning and "System 1" thinking (intuition) than raw academic problem solving.
  • SWE-bench: Strictly for coding. If you want to know if an AI can build an app, use SWE-bench. If you want to know if it understands that a melted ice cube is still water, use Simple Bench.
The Verdict

In a world drowning in AI hype, Simple Bench is the "Consumer Reports" we desperately needed. It shifts the power dynamic from the sellers (OpenAI, Google) to the buyers (us). By proving that a multi-trillion dollar model can still fail a riddle your cousin could solve, it reminds us that "bigger" isn't always smarter. Before you subscribe to that next $20/month AI plan, check Simple Bench—it might just save you money and a lot of frustration.

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