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Benchmark v1.0.0

GravitasOSVC-216

A comprehensive 216-task benchmark specifically designed to evaluate AI operating systems for venture capital operations. Covering deal sourcing, due diligence, portfolio management, LP relations, and fund administration.

Explore the Benchmark

Total Tasks
216
GravitasOS Accuracy
94.5%
vs GPT-4
+27.2%
Avg Latency
340ms

Performance Comparison

SystemOverallEasyMediumHardLatencyContext
GravitasOS OS94.5%98.4%95.1%88%340ms96.2%
GPT-4 + RAG67.3%82.5%64.7%48.2%2100ms58.4%
Claude + RAG69.1%84.1%66.3%50.8%1950ms62.1%

Methodology

GravitasOSVC-216 was constructed through rigorous practitioner research, including 50+ hours of structured interviews with partners, associates, and fund administrators across 12 venture capital funds. Tasks were validated by three independent VC practitioners for realism and difficulty calibration.

Evaluation Criteria

  • Accuracy: Binary correctness against ground truth output
  • Latency: Time from request to task completion
  • Context Retention: Performance on tasks referencing prior interactions
  • Error Recovery: Graceful handling of ambiguous requests
  • Explanation Quality: Clarity of reasoning when presenting results

Capability Coverage

The benchmark tests the following core capabilities:

  • Natural Language Understanding
  • Multi-Step Reasoning
  • Context Persistence
  • Cross-Application Orchestration
  • Real-Time Data Processing
  • Document Understanding
  • Financial Calculation
  • Relationship Mapping
  • Workflow Automation
  • Voice Command Processing

Build on GravitasOSVC-216

We welcome the research community to build on and improve this benchmark. Download the full task set and evaluation protocols for reproducibility.