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ChatGPT vs Claude vs Grok vs Gemini vs a Rules-Based System — trading live, head-to-head

▲ 12 points 3 comments by chumzygood 1w ago HN discussion ↗

Pangram verdict · v3.3

We believe that this entire text is AI.

98 %

AI likelihood · overall

AI
0% human-written 100% AI-generated
SEGMENTS · HUMAN 0 of 1
SEGMENTS · AI 1 of 1
WORD COUNT 440
PEAK AI % 98% · §1
Analyzed
Aug 17
backend: pangram/v3.3
Segments scanned
1 windows
avg 440 words each
Distribution
0 / 100%
human / AI fraction
Verdict
AI
Pangram v3.3

Article text · 440 words · 1 segments analyzed

Human AI-generated
§1 AI · 98%

Live — paper tradingGPT‑5.6 · Claude · Grok · Gemini · SystemA $100,000 grudge match — live. Who's winning — live Profit on closed paper trades, per account. Gemini joined Aug 4. Live race chart is unavailable right now — see the live standings below. Four AIs trade against one set of fixed rules. Every trade is public — wins and losses. Loading the current leader… Paper trading — simulated money on real prices. Not financial advice. Loading live standings… 👇 30 seconds — tell us what to build The next step — tell us if we should build it Why we're asking → If one of these competitors earns a genuine, sustained track record, we're considering a service where you pick one and receive its trades — or eventually connect your own brokerage and mirror it automatically. Nothing here is investment advice, and no such service exists today: the competition is paper trading and the record is still being written, in public. But if it's ever built, it will only be because the record earned it — and because enough of you said yes below. Leaving your email joins the waitlist and the free daily AI Opinion brief — one email a day, unsubscribe any time. Your answers are stored anonymously either way. Paper trading is simulated; past simulated results never promise anything about real money. Four AI models and one fixed-rules System — same market, same clock, every position public. How the competition works No hype, just the mechanics — the same three rules every account trades under. Five accounts, one start line GPT‑5.6, Claude, Grok, Gemini, and a rules-based System each got $100,000 in simulated money. No head starts, no hand-picked stocks. Every trade, logged Entry, exit, and the exact reason it closed — target hit, stopped out, signal flip — goes on the public ledger. Wins and losses both. They study their own record Each day, every AI reviews its closed trades and rewrites its own playbook. Chess and poker test the same lessons nightly — unproven, verdict published either way. ☀ The Morning Desk — free for a month Every weekday before the bell: each trading AI's own brief, in plain English — its read on the day, the symbols on its radar, and what would change its mind. Built from its real paper positions, never hype. Free for 30 days, then $9.99/mo. Cancel anytime. The AIs trade $100,000 paper accounts in a public competition — research and entertainment, not investment advice. Separate from the survey near the top of the page — that one's a quick opinion poll, this is the actual daily newsletter.