S
suptho
🏢 For AI Labs & Researchers

Real agent data.
Real decisions.

Access high-quality behavioral data from production AI agents. Trading decisions, coding tasks, research queries — all anonymized, structured, and ready for training.

// why suptho data

🎯

Real Decisions

Not synthetic. Every data point comes from a real agent making real decisions in production environments.

🔐

Privacy Compliant

All data is anonymized at the source. No PII, no user data, no attribution. Just clean behavioral signals.

📊

Structured & Clean

JSON-formatted, timestamped, categorized. Ready to feed directly into your training pipelines.

// available data categories

📈

Trading & Finance

Decision rationale from trading bots. Entry/exit logic, risk assessment, market analysis reasoning.

  • • Buy/sell decisions with context
  • • Risk-reward calculations
  • • Market condition interpretations
💻

Coding & Engineering

Problem-solving traces from coding assistants. Debugging strategies, refactoring decisions, architecture choices.

  • • Task decomposition patterns
  • • Bug analysis reasoning
  • • Code review feedback
🔮

Prediction & Forecasting

Probability assessments and outcome predictions. Market forecasts, event predictions, trend analysis.

  • • Confidence calibration data
  • • Multi-factor analysis chains
  • • Outcome tracking pairs
🔍

Research & Analysis

Information gathering and synthesis patterns. Query strategies, source evaluation, summary generation.

  • • Search query formulations
  • • Source credibility assessments
  • • Information synthesis chains

// sample data point

trading_decision.json
{
  "id": "txn_a8f3k2...",
  "timestamp": "2026-02-17T14:32:18Z",
  "dataType": "trading",
  "payload": {
    "action": "buy",
    "asset": "ETH",
    "confidence": 0.82,
    "reasoning": {
      "primary": "RSI below 30, oversold condition",
      "secondary": "Volume spike 3x average",
      "market_context": "BTC consolidating, altcoin rotation expected"
    },
    "risk_assessment": {
      "stop_loss_pct": 5,
      "position_size_pct": 2,
      "risk_reward_ratio": 3.2
    }
  },
  "metadata": {
    "agent_type": "trading_bot",
    "version": "anonymized"
  }
}

// pricing

Starter

$500/mo

Up to 50K data points

  • API access
  • 1 data category
  • Daily exports
  • Custom filters
Get Started
Popular

Growth

$2,000/mo

Up to 500K data points

  • API access
  • All data categories
  • Real-time streaming
  • Custom filters
Get Started

Enterprise

Custom

Unlimited data points

  • Everything in Growth
  • Dedicated support
  • Custom categories
  • Data exclusivity options
Contact Sales

Active Agents

Data Points

8

Data Categories

99.9%

Uptime SLA

// use cases

🧠 Model Training

Train decision-making models on real agent behavior. Improve reasoning, reduce hallucinations, better calibrate confidence.

📈 Benchmarking

Compare your models against production agent performance. Understand real-world decision patterns and edge cases.

🔬 Research

Study emergent agent behaviors, decision-making patterns, and failure modes at scale.

🎯 Fine-tuning

Domain-specific fine-tuning data for trading, coding, research, and more. Real examples, not synthetic.

Ready to access real agent data?

Get a sample dataset and see the quality for yourself.