AI Insights

Basic & Pro Plans

The AI Insights feature provides automated analysis of your backtest vs alerts comparison, identifying patterns in mismatches and generating actionable recommendations to improve your strategy.

Overview

After running your analysis, click “Analyze with AI” to open the AI Insights panel. The AI assistant reviews your:

Match rate and key metrics
Pattern of missed alerts and false alerts
Time and price drift distributions
Strategy configuration

It then provides:

Diagnosis of likely issues
Specific recommendations for fixes
Direct path to implement changes in the Pine Script Editor

Prerequisites

To use AI Insights, you need:

Basic or Pro plan — AI features require a paid subscription
Completed analysis — Run the comparison first
AI credentials configured — Set up in Account Settings
Available credits — AI requests consume token credits

How to Use

Complete Your Analysis
Section titled “Complete Your Analysis”

Finish the 4-step workflow and click “Run Analysis” to generate your comparison results.
Open AI Insights
Section titled “Open AI Insights”

Click the “Analyze with AI” button in the header or results section.

A drawer panel opens on the right side of the screen.
Wait for Analysis
Section titled “Wait for Analysis”

The AI processes your data, which typically takes 10-30 seconds depending on:
- Size of your dataset
- Complexity of patterns
- Current AI model load
Review Recommendations
Section titled “Review Recommendations”

The AI presents its analysis in a structured format:
- Summary — High-level assessment
- Issues Identified — Specific problems found
- Recommendations — Actionable fixes
- Code Suggestions — Pine Script modifications (if applicable)
Take Action
Section titled “Take Action”

Choose your next step:
- Apply recommendations manually
- Open in Pine Script Editor for AI-assisted code changes
- Save snapshot to preserve this context

What AI Analyzes

Quantitative Patterns

Analysis	What It Checks
Time Drift Distribution	Are delays consistent or variable?
Price Drift Distribution	Are price gaps within expected ranges?
Match Rate by Signal Type	Do entries match better than exits?
Match Rate by Time of Day	Are certain hours problematic?
Outlier Detection	Are there extreme mismatches?

Qualitative Assessment

Analysis	What It Evaluates
Strategy Configuration	Are your tolerances appropriate?
Data Quality	Are there obvious data issues?
Common Issue Patterns	Does this match known problems?
Risk Level	How critical are the issues?

Understanding AI Output

Summary Section

The AI provides a brief overall assessment:

“Your strategy shows a 82% match rate, which indicates minor timing issues. The primary cause appears to be a consistent 3-minute delay in alert delivery, likely due to timezone misconfiguration.”

Issues Identified

Specific problems are listed with severity:

Severity	Meaning
🔴 Critical	Must fix before live trading
🟡 Warning	Should address, but not blocking
🟢 Info	Minor optimization opportunity

Example issue:

🟡 WARNING: Exit signals show 15% higher miss rate than entries.
Cause: TradingView alert may not be configured for exit signals.
Impact: Exit orders may not execute in live trading.

Recommendations

Actionable steps to resolve each issue:

Example recommendations:

1. Timezone Adjustment
   → Go to Backtesting Upload step
   → Set timezone offset to -3 hours
   → Re-run analysis to verify

2. Alert Configuration
   → Open TradingView alert settings
   → Add condition for exit signals
   → Verify alert webhook URL is correct

Code Suggestions (When Applicable)

If the AI detects Pine Script issues, it may suggest code changes:

// Current (problematic):
if (crossover(fast, slow))
    strategy.entry("Long", strategy.long)

// Suggested (fixed):
if (barstate.isconfirmed and crossover(fast, slow))
    strategy.entry("Long", strategy.long)

Opening in Pine Script Editor

For code-level fixes, click “Open in Pine Script Editor”:

Your analysis snapshot is saved automatically
The Pine Script Editor opens with context loaded
The AI assistant has full knowledge of your issues
You can ask follow-up questions about fixes

AI Model & Credits

Model Selection

The AI uses your configured model from Account Settings:

Model	Best For
Advanced (5-codex)	Complex analysis, detailed code suggestions
Fast (5-mini)	Quick assessments, lower credit usage

Credit Usage

AI Insights consumes credits based on:

Input size (your analysis data)
Output length (AI response)
Model selected

Typical usage: 500-2000 tokens per analysis.

Limitations

What AI Can Do

✅ Identify statistical patterns in your data
✅ Correlate mismatches with known issues
✅ Suggest configuration adjustments
✅ Propose Pine Script modifications

What AI Cannot Do

❌ Access your TradingView account
❌ Automatically fix your alerts
❌ Guarantee predictions are correct
❌ Access real-time market data

Saving AI Context

To preserve your AI analysis session:

Save Snapshot — Stores your analysis data and AI response
Export Report — Downloads a summary document
Note in Editor — AI context carries over to Pine Script Editor

Saved snapshots can be reloaded later to:

Compare with future analyses
Resume AI conversation
Share with support if needed

Troubleshooting AI Features

”Analyze with AI” Button Disabled

Cause	Solution
No analysis data	Run the comparison first
AI not configured	Set up credentials in Account Settings
Free plan	Upgrade to Basic or Pro
No credits	Purchase additional credits

AI Response Takes Too Long

Cause	Solution
Large dataset	Try narrowing date range
Complex patterns	Wait longer, or use simpler model
Service load	Retry in a few minutes

AI Suggestions Seem Wrong

Cause	Solution
Insufficient context	Provide more detail in follow-up
Unusual strategy	Explain your specific setup
Edge case	Use manual analysis for verification

Results Summary — Metrics that AI analyzes
Pine Script Editor — Implement AI suggestions
Account Settings — Configure AI model
Troubleshooting — Manual issue resolution