Most post-match analysis looks at tactics.
We looked at faces.
Using EchoDepth's facial Action Unit engine, we broke down post-match interviews from two of the Premier League's most watched managers — and found something their press conferences can't hide.
Most post-match analysis focuses on tactics, stats, and possession.
We analysed something different.
Emotion.
Specifically: what happens to a manager's emotional state when the pressure is highest — and what that predicts about the next 90 minutes.
EchoDepth's facial analysis engine doesn't guess. It reads 44 facial Action Units frame-by-frame, maps them to 47 discrete emotional states, and derives three composite signals:
→ Confidence
→ Instability
→ Net Confidence (Confidence − Instability = Predictive Performance Edge)
Here's what we found.
Premier League 2024–25
Emotion Signals
Emotional instability exceeds confidence threshold
Emotional volatility → Fragmented confidence → Higher performance risk
Emotion Signals
Confidence sustained above instability throughout
Emotional stability → Sustained confidence → Higher execution reliability
Confidence − Instability = Predictive Performance Edge
Data derived from 47-point emotional profile analysis across post-match interview footage.
“It's not about who looks confident.
It's about who stays confident over time.”
— EchoDepth Analysis Engine
Emotional Volatility Predicts Risk
Short-term confidence spikes without sustained stability signal fragmented decision-making under pressure.
Net Confidence = Performance Edge
Subtract instability from confidence and you get a number that correlates with consistent execution.
AI Reads What Cameras Miss
44 facial Action Units. 47 emotions. Millisecond precision. Before the match kicks off.
Coming Soon — Limited Beta Access
Post-match is just the start. EchoDepth is building pre-match emotional profiling — analysing press conference footage before a ball is kicked to surface confidence trajectories and performance risk before the result happens.
First 500 beta users get free access to the full pre-match dashboard.
342 spots remaining.
Be First. See It Before the Match.
Join the EchoDepth Sports beta. Pre-match emotional intelligence for the Premier League, Champions League, and beyond.
Analysis conducted using EchoDepth multimodal emotion intelligence platform.
44 facial Action Units analysed using FACS-aligned detection across video footage.
Results represent averaged emotional state scores across sampled frames.
This analysis is for informational and demonstration purposes.
EchoDepth is a product of Cavefish Ltd · Cardiff, Wales · echodepthsports.com