A published win rate is the actor auditing itself

Short summary

The author built a shadow-mode trading system to audit Telegram crypto signal channels, finding only 14.2% of messages contained tradeable signals and 91.7% of those arrived too late to trade. Zero trades executed; channels artificially inflate win rates by locking details behind paywalls and flooding the feed with post-trade result announcements.

• •Only 14.2% of 9,312 Telegram messages were parseable trade ideas; 91.7% of those were stale
• •Zero trades executed in live testing due to market staleness and veto filters
• •Signal channels curate their own track records using paywalls and result-post flooding, not real performance

Generated with AI, which can make mistakes.