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Trade Ideas vs Goodfire
Side-by-side comparison of features, pricing, and ratings

Understand, debug, and design AI models with the precision of written software.
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Contact Sales
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Plans
Free
$89/month ($127 monthly)
$178/month ($254 monthly)
Custom
—
Popularity
3.3k views
6.7k views
Skill Level
Beginner-friendly
Advanced
API Available
Platforms
Web
API
Categories
💼 Business & Finance🔬 Research & Education
💻 Code & Development📊 Data & Analytics🔬 Research & Education
Features
AI-driven stock scanning and screening
Money Machine 2nd-gen AI for automated momentum trading
TI Wave visual buy/sell signals on charts
Real-time news feed with cleaner, relevant market news
Advanced order entry panel for speed and precision
Backtesting engine for strategy validation
Paper trading for practice without risk
Stock races gamified trading competitions
Multi-chart PiP charting
Formula editor for custom scans
Real-time alerts and top lists
Trading room community
Reverse engineer causal mechanisms of AI
Uncover hidden internal representations
Debug model behavior precisely
Identify and remove confounders
Detect performative chain-of-thought
Enable early exit from reasoning traces
Control training with less data and fewer off-target effects
Reduce hallucinations using features as rewards
Accelerate materials discovery with self-correcting search
Design models intentionally with closed-loop control
Works across LLMs, life sciences, and robotics/vision models
Integrations
TradeStation
CenterPoint Securities
Cobra Trading