When Signals Conflict

When Signals Conflict

In the real world, signals rarely all point the same direction. The skill is knowing how to weigh them.

The Reality of Mixed Signals

A typical prop might look like:

• ✅ Positive EV (+3.5%)
• ✅ Good matchup (top 10 defense vs position)
• ⚠️ Line moved against you (was 21.5, now 22.5)
• ❌ Player in minor slump (under in 3 of last 5)
• ⚠️ Teammate returning from injury (unclear role impact)

Do you bet? It depends on how you weigh signals.

Signal Hierarchy

Not all signals are equal. General hierarchy:

Tier 1: Structural (Most Important)

• Opportunity changes (injuries to team/opponent)
• Role changes (starter/bench, minutes allocation)
• Game environment (pace, total, blowout risk)

These affect WHETHER production is possible.

Tier 2: Matchup & Context

• Defensive matchup quality
• Historical performance in situation
• Home/away, rest, motivation

These affect HOW EASY production is.

Tier 3: Technical & Price

• EV magnitude
• Line movement direction
• Sharp vs public action

These reflect MARKET OPINION.

Tier 4: Recent Form

• Last few games performance
• Hot/cold streaks

Often noise, but can indicate unreported issues.

Weighing Conflicts

When Tier 1 and Tier 3 conflict:

• Trust Tier 1 - Structural factors trump market opinion
• Example: Positive EV but teammate just announced returning
• Pass or reduce confidence

When Tier 2 and Tier 4 conflict:

• Trust Tier 2 - Matchup matters more than streaks
• Example: Great matchup but player cold recently
• Bet with normal confidence

The "2 of 3" Rule

Simple heuristic: Need at least 2 of these 3:

1. Strong fundamental reason (Tier 1 or 2)
2. Positive EV (Tier 3)
3. No major red flags

If you only have 1, pass.

Key Takeaway

Mixed signals are normal. Have a framework for weighing them.

Don't let one strong signal blind you to contradicting factors.