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AI Experiments: 8 AIs Answer the Same Investing Question — Every Episode, Ranked

An ongoing experiment comparing 8 AI chatbots — Claude, ChatGPT, Gemini, Grok, DeepSeek, Kimi, Qianwen (Tongyi), and Doubao — answering the same investing question across 7 episodes found that AIs converge on structured questions with a dominant argument but diverge on open-ended ones, with each AI exhibiting consistent personality traits such as Claude being the most self-critical.

read1 min views1 publishedJul 22, 2026

I’ve been running an experiment: asking 8 AI chatbots the same question, separately, then comparing their answers. Each episode reveals something different about how these systems think — and where they agree, diverge, or surprise you.

The 8 AIs: Claude, ChatGPT, Gemini, Grok, DeepSeek, Kimi, Qianwen (Tongyi), and Doubao. Same question every time. No coordination.

All 7 Episodes #

Patterns Across the Series #

Convergence on structured questions. Episodes 1, 6, and 7 — all designed to produce divergence — produced unanimous answers instead. AI systems share enough common training to arrive at the same well-reasoned position when a dominant argument exists.

Divergence on open-ended questions. Episodes 2 and 3 had genuinely scattered answers — the “which stock” and “which skill” questions had no dominant answer, and each AI’s choice revealed its individual character.

The AI personalities are consistent across all 7 episodes. Grok synthesizes classical frameworks. ChatGPT finds the most elegant framing. DeepSeek is the sharpest and most quotable. Gemini finds structural features others miss. Kimi is the most rigorous and table-heavy. Claude is the most self-critical — in Episode 7, it explicitly argued that AI answers should carry less weight because AI bears no consequences for being wrong.

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7 AIs each picked China’s next long-term stock winner — time capsule to open in 2031 Support This Work

These AI experiments take real time and real API costs. If you found this useful, a coffee helps keep them going.

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