Tier 1: FoundationalRace & Market Data (Simple)
- Race identifiers & scheduling
- Track / venue metadata
- Distance & Classification
- Trap numbering & mapping
- Market availability status
- Opening / Pre-race snapshots
- Market liquidity indicators
- Favourite identification
Purpose: clean grounding for analysis.
Tier 2: Form ContextPerformance Abstractions
- Last-N race participation
- Finish position distributions
- Consistency scoring (abstracted)
- Win / place frequency bands
- Performance volatility indicator
- Directional form trend
- Noise vs signal classification
- Recency weighting indicator
Purpose: contextual form, not raw history.
Tier 3: Structural BehaviourTrap, Track & Distance
- Trap historical performance bands
- Trap volatility indicator
- Course-specific performance index
- Distance suitability abstraction
- Structural bias likelihood score
- Course predictability rating
- Environment stability metric
Purpose: structure stripped of superstition.
Tier 4: Comparative ContextHead-to-Head & Field Depth
- Relative strength ordering
- Pairwise dominance indicators
- Competitive balance score
- Favourite vulnerability index
- Underdog clustering indicator
- Internal market disagreement
- Relative uncertainty index
Purpose: comparative thinking, not single-runner.
Tier 5: Market DynamicsPsychology & Money Flow
- Odds stability indicator
- Market confidence score
- Late-move sensitivity flag
- Price elasticity estimate
- Liquidity concentration index
- Market hesitation metric
- Volume-weighted confidence
Purpose: market psychology, quantified.
Tier 6: Temporal AnalysisMulti-Race Patterns
- Time-of-day behavioural patterns
- Session-level volatility context
- Race clustering effects
- Market memory decay metric
- Intraday stability measure
- Temporal noise amplification
Purpose: patterns across races.
Tier 7: Risk PerspectivesExposure & Liability
- Risk asymmetry classification
- Liability sensitivity indicator
- Expected variance band
- Drawdown risk context
- Exposure concentration warning
- Tail-risk likelihood band
Purpose: capital protection awareness.
Tier 8 & 9: AdvancedStrategy & Meta Context
- Lay / Back suitability (abstracted)
- Dutch viability indicator
- Automation readiness score
- Execution tolerance band
- Market fragility score
- Data confidence rating
- Analytical maturity score
Purpose: decision support & system health.