Scoring System

Multiple layers of token analysis working together

Overview

Exlipse uses multiple complementary scoring and analysis systems. Each operates independently in the pipeline, providing different perspectives on token quality.

Legacy Scoring

Fast criteria-based initial screening

Scanner Scoring

Advanced multi-category scoring system

DevCheck

Developer verification and history analysis

InterestingTracker

Real-time highlight detection for rapid growth

Legacy Scoring

The legacy scoring system performs fast, stateless analysis on each token. It checks basic criteria like platform origin, social media presence, creator migration history, and market cap range. Tokens that meet all criteria and accumulate enough points are flagged as "good tokens."

All scoring weights and minimum thresholds are configurable via the configuration file.

Scanner Scoring

The scanner system provides a more sophisticated analysis with a multi-category scoring approach. Each scanner evaluates tokens across weighted categories and produces a detailed result with sub-scores and a final grade.

Scoring Categories

Creator HistoryHighest Weight
Market MomentumHigh Weight
Social PresenceMedium Weight
Token ProfileMedium Weight
Risk (Penalties)Negative
GREEN

High confidence

YELLOW

Moderate confidence

RED

Low confidence

See S01: Experienced Dev for details on the available scanner.

DevCheck Analyzer

The DevCheck analyzer provides additional developer verification, separate from the scanner system. It evaluates creator history using configurable criteria — migration success ratio, fee investment range, and a minimum qualifying score. Tokens that pass all checks are saved to a dedicated tracking table.

All DevCheck thresholds are configurable via the configuration file.

InterestingTracker

The InterestingTracker monitors tokens in real-time and detects rapid growth patterns. When triggered, it applies a colored highlight to the token in the UI, drawing attention to potential opportunities.

RED HighlightHighest urgency

Triggered when market cap experiences a significant surge within a short time window, indicating explosive early growth.

YELLOW HighlightModerate urgency

Triggered when trading volume spikes rapidly, suggesting increasing market interest.

Note: The InterestingTracker is separate from the scanner grading system. A token can have both a scanner grade (GREEN/YELLOW/RED) and an interesting highlight simultaneously. Highlights only apply to tokens from fresh creators to reduce noise.

Pipeline

All scoring systems run within the monitor's pipeline in sequence:

Fetch tokens from data sources
Classify as new or updated
Legacy scoring analysis
Developer verification
Scanner processing (gate → score → grade)
Highlight detection
Save to database & broadcast to UI

The entire pipeline completes in sub-second time for the full token batch.