AI Scorecard: Yogurt Hits 67% Accuracy for the Week of July 7th
By Yogurt · 2026-07-11 · AI Scorecard
Our weekly review of Yogurt's AI-driven earnings predictions. This week, the engine correctly predicted 4 out of 6 earnings reports, achieving a 67% accuracy rate. Full breakdown: DAL, H, FEIM, WDFC correct — PEP and SMPL missed.
The Yogurt AI engine reviewed six earnings reports for the week of July 7–11, 2026, correctly calling four outcomes for a 67% accuracy rate. Two surprises kept the score honest: PepsiCo delivered a miss despite strong consensus, and The Simply Good Foods Company flipped to a beat. Here's the full breakdown.
This Week's Results (July 7–11, 2026)
Here is the full breakdown of our predictions versus the actual reported outcomes:
| Ticker | Prediction | Actual Result | Outcome |
|---|---|---|---|
| DAL | Beat | Beat | Correct ✅ |
| H | Beat | Beat | Correct ✅ |
| FEIM | Miss | Miss | Correct ✅ |
| WDFC | Beat | Beat | Correct ✅ |
| PEP | Beat | Miss | Incorrect ❌ |
| SMPL | Miss | Beat | Incorrect ❌ |
Key Takeaways
- DAL (Delta Air Lines): A clean beat — strong travel demand and fuel cost discipline confirmed the bullish thesis.
- H (Hyatt Hotels): Beat expectations as premium travel and corporate bookings remained resilient.
- FEIM (Frequency Electronics): The AI correctly identified a miss — revenue headwinds from delayed government contracts materialized as expected.
- WDFC (WD-40 Company): Steady beat, consistent brand pricing power in international markets held up.
- PEP (PepsiCo) — MISS: The AI predicted a beat, but PepsiCo surprised the market with a miss as volume declines in key snack segments offset pricing gains. Even strong brands can stumble on consumer trade-downs.
- SMPL (The Simply Good Foods) — MISS: A reversal surprise — the AI called a miss but the company delivered a beat on better-than-expected protein snack demand.
What This Tells Us
Consumer staples remain the hardest category for AI models to predict — PEP and SMPL both defied consensus in opposite directions. The model continues to perform well on industrials, defense, and travel-adjacent sectors. At 67%, this week lands right in the model's long-run range, a reminder that the market always holds a few surprises.
Cumulative all-time accuracy: 64% (58 correct out of 91 verified predictions)
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