AI Investor Barometer
Experimental AI model comparison tool.
Not investment advice, research, or recommendation.
Not investment advice, research, or recommendation.
Tracking daily how 5 AI models form stock valuation estimates — and where they diverge. Start here →
AI daily brief · 2026-04-09
META leads today's standout moves with AI models lifting their consensus estimate +14.2%, pushing the gap between model estimates and current price to +52.9%, while MSFT saw a +15.0% estimate revision driving its gap to +42.7% — both suggesting models see significant undervaluation at current levels. On the other side, METSO dropped into negative territory with a -11.4pp gap shift to -11.4%, and NESTE holds the deepest negative gap at -25.6%. The broader picture turned sharply bearish: the overall median gap collapsed from -0.7% to -7.4%, a -6.7pp swing across 23 stocks, indicating widespread model pessimism about current market pricing.
Generated by Claude · based on today's pipeline data
AI Market Pulse
AI VALUATION GAP
-13.7%
Strong Negative
MODEL DISAGREEMENT
7.9%
Moderate
SENTIMENT SHIFT
→ -0.3pp
Stable
23 tickers · All markets
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Biggest Estimate Changes
▲
+18.6pp
24.1% → 42.7%
▼
6.7% → 0.0%
▲ Largest Positive Gap
01
02
03
▼ Largest Negative Gap
02
03
AI Model Bias Index
▾Most Positive: Claude (-5.5% avg 28d)Most Negative: GPT (-12.2% avg 28d)
GPT🐻
Claude🐻
Gemini🐻
DeepSeek🐻
Grok🐻
AI Model Traits
▾Systematic bias & estimate volatility — based on all available history
GPT →
🐻 Negative bias(-3.7%)
Positive Bias Days: 32.6%
🔥 High Variance(3.9%/day)
Based on 28 days of data
DEEPSEEK →
🐻 Negative bias(-4.5%)
Positive Bias Days: 33.5%
⚡ Responsive(2.7%/day)
Based on 28 days of data
AI Model Calibration
▾Proximity to analyst consensus — lower correction need = closer alignment
Model Spread — all models per stock, │ = spot
▾Hover dot → estimate and gap %
⚡ Disagreement
▾Where models diverge most
XOMExxonMobil Corporationσ 11.0%
GOOGLAlphabet Inc.σ 8.7%
METAMeta Platforms Inc.σ 8.0%
TIETOTietoEVRY Oyjσ 7.7%
JNJJohnson & Johnsonσ 5.8%
UPMUPM-Kymmene Oyjσ 4.2%
PGProcter & Gamble Co.σ 3.9%
AMZNAmazon.com Inc.σ 3.0%
ORNBVOrion Oyj Bσ 2.8%
WRT1VWärtsilä Oyjσ 2.4%
NDA1VNordea Bank Abpσ 2.1%
AAPLApple Inc.σ 0.0%
JPMJPMorgan Chase & Co.σ 0.0%
NVDANVIDIA Corporationσ 0.0%
TSLATesla Inc.σ 0.0%
All companies
▾| Ticker↕ | Spot↕ | AI Est.↕ | Δ Est.↕ | Gap↓ | Agreeⓘ↕ | Models |
|---|---|---|---|---|---|---|
| Microsoft Corporation | $374.33 | $534.35 | ▲ +15.0% | 42.7% | 0.80 | |
| TietoEVRY Oyj | 18.83 € | 26.52 € | – | 40.8% | 0.81 | |
| Orion Oyj B | 71.45 € | 98.55 € | – | 37.9% | 0.92 | |
| Meta Platforms Inc. | $612.42 | $820.08 | – | 33.9% | 0.81 | |
| Alphabet Inc. | $317.32 | $409.96 | – | 29.2% | 0.79 | |
NVDA⚖ NVIDIA Corporation | $182.08 | $202.51 | – | 11.2% | 1.00 | |
| Nordea Bank Abp | 15.72 € | 16.64 € | – | 5.8% | 0.94 | |
| Berkshire Hathaway B | $479.75 | $479.75 | ▼ -6.2% | 0.0% | 0.88 | |
| Elisa Oyj | 42.16 € | 42.16 € | – | 0.0% | 0.90 | |
| KONE Oyj | 56.86 € | 56.86 € | – | 0.0% | 0.88 | |
AMZN⚖🏗 Amazon.com Inc. | $221.25 | $212.36 | – | -4.0% | 0.92 | |
| Sampo Oyj | 9.32 € | 8.63 € | – | -7.4% | 0.79 | |
TSLA⚖ Tesla Inc. | $343.25 | $314.19 | – | -8.5% | 1.00 | |
| Metso Oyj | 16.19 € | 14.78 € | – | -8.7% | 0.86 | |
PG⚖ Procter & Gamble Co. | $144.90 | $131.74 | – | -9.1% | 0.89 | |
| Johnson & Johnson | $241.30 | $218.12 | – | -9.6% | 0.85 | |
AAPL⚖ Apple Inc. | $258.90 | $222.97 | – | -13.9% | 1.00 | |
| Nokia Oyj | 8.02 € | 6.89 € | ▲ +10.1% | -14.1% | 0.72 | |
| Wärtsilä Oyj | 35.14 € | 29.56 € | – | -15.9% | 0.93 | |
JPM⚖ JPMorgan Chase & Co. | $307.97 | $254.47 | – | -17.4% | 1.00 | |
XOM⚖ ExxonMobil Corporation | $156.22 | $121.02 | – | -22.5% | 0.75 | |
UPM⚖ UPM-Kymmene Oyj | 27.08 € | 20.34 € | ▼ -3.2% | -24.9% | 0.89 | |
| Neste Oyj | 25.33 € | 18.50 € | ▼ -6.1% | -27.0% | 0.70 |
Click header to sort · dots (gpt claude gemini deepseek grok): ● positive ● negative ● invalid · ⚖ anomaly
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Data updated: 2026-04-09 09.10 · Experimental AI model comparison tool — not investment advice · About
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