AI vs Analyst Disagreement Map
Where AI models and human analysts agree — and where they don't
Consensus AI Agrees, Analysts Differ Hidden Risk Full Uncertainty
Consensus
AI models agree with each other and with analysts
BRK-B · JNJ
AI Agrees, Analysts Differ
AI models agree with each other but diverge from analyst consensus
AAPL · AMZN · JPM · NVDA · PG · TSLA
Hidden Risk
AI models disagree with each other despite being close to analysts
GOOGL · META · MSFT
Full Uncertainty
AI models disagree with each other and with analysts
XOM
12 companies · 2026-04-09 · compare: 2026-04-02