⭐ MOST POPULAR
PROFESSIONAL PLAN

Power Tools for Quantitative Analysis

Everything you need for institutional-grade research.
Batch processing, backtest labels, and 4x more capacity than DEVELOPER.

Monthly
Annual (Save 10%)
$99
/month

Billed monthly • Cancel anytime
14-day free trial • No credit card required

Start Free Trial Need regime detection? Try Premium →

Everything in DEVELOPER, Plus

Professional-grade features for serious quantitative research

2,000 API Calls Daily

4x more capacity than DEVELOPER. Run comprehensive portfolio analysis, multi-strategy backtests, and continuous monitoring systems.

  • Support large universes
  • Multiple strategies
  • Hourly refreshes
📦

Batch Processing

Process multiple stocks simultaneously with a single API call. Analyze entire sectors, portfolios, or custom watchlists in parallel for maximum efficiency.

  • Process 50+ stocks at once
  • Parallel similarity searches
  • Efficient bulk operations
🎯

Backtest Labels

Pre-computed forward returns and classification targets. Train ML models without recalculating labels yourself. Includes 1d, 5d, 20d, and 60d horizons.

  • 1,000 label calls/day
  • Multiple time horizons
  • Win/loss classifications
⚖️

Custom Weights

Adjust factor importance in similarity searches. Weight momentum vs. volatility based on your strategy. Fine-tune vector search to match your trading style.

  • Custom factor weights
  • Strategy-specific tuning
  • Optimized matching
🔍

1,000 Vector Searches

5x more similarity searches than DEVELOPER. Perfect for systematic pattern discovery across large universes and comprehensive pair trading research.

  • Cosine + DTW methods
  • Premium embeddings
  • High-volume research
🤖

2,000 MCP Calls

4x more AI assistant access. Build sophisticated automated research workflows with Claude, ChatGPT, or any MCP-compatible AI.

  • Advanced automation
  • Complex queries
  • Research workflows

Backtest Labels: Train Better Models

Pre-computed forward returns and classification targets save you hours of data processing

What You Get:

📊
Forward Returns (1d, 5d, 20d, 60d)

Actual returns at multiple time horizons for supervised learning

🎯
Binary Classifications

target_5d_up3%, target_20d_up5%, etc. - ready for classification models

📉
Drawdown Metrics

Max drawdown bins, volatility regime classifications for risk models

🔄
Daily Updates

Labels updated daily as new data becomes available, keeping your models fresh

Example Use Case:

Build a mean-reversion classifier that predicts 5-day rebounds. Instead of calculating forward returns yourself (complex and error-prone), simply fetch our pre-computed target_5d_up3% labels and train immediately.

💡 Save 10+ hours per model on data preparation and avoid look-ahead bias

Perfect For

📊 Multi-Strategy Backtesting

Test multiple strategies simultaneously across large stock universes. Batch processing and 2,000 daily calls support comprehensive research across momentum, mean reversion, and hybrid approaches.

🤖 ML Model Training

Train classification and regression models using our backtest labels. Skip the data cleaning and forward return calculation—focus on model architecture and feature engineering instead.

🔍 Systematic Pattern Discovery

Mine the market for profitable patterns using 1,000 daily vector searches. Find correlations, identify regime-specific behaviors, and discover new trading edges systematically.

📈 Portfolio Optimization

Analyze entire portfolios in batch. Use custom weights to match stocks by specific criteria—low correlation, similar volatility, complementary momentum profiles.

⚡ Research Automation

Build automated research pipelines with 2,000 MCP calls. Schedule daily scans, automatically screen for opportunities, and let AI assistants handle routine analysis.

🎯 Factor Research

Investigate new factors and combinations with high-volume API access. Test hypotheses across time periods, sectors, and market conditions with professional-grade data.

Professional Quant Workflow

How serious quants leverage the PROFESSIONAL plan

1

Universe Definition & Screening

Start with 500+ stocks in your universe. Use batch processing to analyze them all simultaneously—get factor scores, rankings, and embeddings in minutes instead of hours.

2

Pattern Discovery & Clustering

Use 1,000 vector searches to find pattern clusters. Apply custom weights to emphasize factors that matter for your strategy. Discover non-obvious correlations and regime-specific behaviors.

3

Model Training with Labels

Fetch backtest labels (1,000/day) for your training set. Build classification models predicting 5-day or 20-day rebounds. Labels are pre-computed and validated—no look-ahead bias.

4

Strategy Backtesting

Test strategies across historical data using batch processing. Run parameter sweeps, analyze drawdowns, and validate edge across different market regimes—all within your API limits.

5

Production Deployment

Deploy validated strategies with confidence. Monitor live with 2,000 MCP calls for AI-assisted oversight. Use remaining API capacity for continued research and strategy refinement.

"As a professional quant, I need reliable data and powerful tools. Factor Weave's batch processing saves me hours every week, and the backtest labels are a game-changer. I can now train and validate models 3x faster than before. The custom weights feature lets me tune similarity searches exactly to my needs. Best ROI of any data service I've used."
Dr. Sarah Thompson
Quantitative Researcher, Independent

By The Numbers

2,000
API Calls Per Day
1,000
Vector Searches Daily
1,000
Backtest Labels/Day
48D
Premium Embeddings

Calculate Your Time Savings

See how much time you save vs. building these features in-house

Computing forward returns & labels ~20 hrs/month
Building embedding pipeline ~40 hrs/month
Maintaining DTW similarity engine ~15 hrs/month
Data cleaning & validation ~10 hrs/month
Total Time Saved ~85 hours/month

At $100/hour, that's $8,500 in saved labor

Professional plan costs $99/mo — an 86x ROI in the first month alone

Compare Plans

Choose the right level for your research needs

DEVELOPER

Algo Trading

$49/mo
  • 500 API calls/day
  • MCP + DTW
  • 200 vector searches
View Plan →
⭐ POPULAR
CURRENT PLAN

PROFESSIONAL

$99/mo
  • 2,000 API calls/day
  • Batch processing
  • Backtest labels
UPGRADE

PREMIUM

$199/mo
  • 10,000 API calls/day
  • Regime detection
  • Label-aware search
View Plan →
ENTERPRISE

Institutions

$499/mo
  • Unlimited access
  • Multi-user teams
  • White glove service
View Plan →

Start Your Quantitative Research Today

Join professional quants and prop traders using Factor Weave for institutional-grade research

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Full access to batch processing & backtest labels • No credit card required

⚠️ Important Disclaimer - Not Investment Advice

Factor Weave Platform provides impersonal, general market data and analytical tools for informational and educational purposes only. The information, data, rankings, and tools provided through our service do not constitute investment advice, financial advice, trading advice, or any other type of advice, and should not be treated as such.

No Personalized Recommendations: All data, factor rankings, similarity searches, and analytical outputs are generated through automated, algorithmic processes applied uniformly to publicly available market data. We do not provide personalized investment recommendations tailored to any individual's specific financial situation, investment objectives, or risk tolerance.

Educational and Research Tool: Our platform is designed as a data analysis and research tool for educational purposes. Any examples, use cases, or performance metrics mentioned are for illustrative purposes only and do not represent actual trading results or guarantees of future performance.

Consult Licensed Professionals: Before making any investment decisions, you should consult with licensed financial advisors, tax professionals, and legal counsel who can provide advice tailored to your specific circumstances. Factor Weave does not recommend specific securities, trading strategies, or investment actions.

No Performance Guarantees: Past performance of any strategy, pattern, or metric does not guarantee future results. Markets are inherently unpredictable, and all investments carry risk of loss. The use of our data and tools does not ensure profitable trading or investment outcomes.

Data Accuracy: While we strive for data accuracy, we make no warranties or representations regarding the completeness, accuracy, or timeliness of any information provided. Users are responsible for independently verifying all data before making investment decisions.

Publisher's Exclusion: Factor Weave operates as a publisher of bona fide financial information of general and regular circulation, providing impersonal analytical tools and data services. We are not registered as an investment adviser and do not provide personalized investment advice.