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Hebbia

Pricing

$15,000/year

Category

LLM

Description

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Hebbia Matrix is a powerful AI research assistant built for real-world workflows. It processes and analyzes complex, multi-format documents—such as PDFs, slides, contracts, and emails—using an orchestration of LLM agents. The Hebbia Matrix platform presents results in an Excel-like grid with full source citations, maintaining both transparency and accountability.

Pricing Plans

The company does not publicly share its pricing. Organizations must join a waitlist and request a demo to receive custom figures. Below is the most accurate breakdown available from industry sources.

  • Lite Plan (Consumer / Output Users)
  • Estimated at $3,000–$3,500 per seat per year.
    This tier suits users who mainly view insights or use preset agents without building custom workflows.
  • Professional Plan (Analysts / Integrators)
  • Priced at $10,000 per seat per year.
    Ideal for power users who build agents, set up integrations (e.g., PitchBook, CapIQ), and automate complex processes.
  • Enterprise Tier (Custom Pricing)
  • Generally quoted around $15,000 per seat per year, with discounts sometimes lowering costs to ~$3,000 for certain users.
    This tier is designed for larger teams managing advanced research and documentation workloads.

Key Features

Key Features *

  • Multi-LLM orchestration: Deploys OpenAI o1, GPT-4o, and others in parallel for segmented reasoning and improved accuracy.

  • Infinite effective context: Handles any document length or modality—text, images, tables—without truncation.

  • Transparent grid interface: Presents results in a spreadsheet-like Matrix where each cell reflects the AI’s steps, sources, and decisions.

  • Enterprise-grade security: SOC2-compliant, GDPR-ready, data-encrypted and not training on user data.

  • Broad applicability: Used for tasks like due diligence, contract analysis, M&A synthesis, regulatory review, and more across finance and legal sectors.

Strengths
  • Dramatically reduces manual review time — tasks that took hours or days can now be completed in minutes.

  • Full auditability and precision in document analysis and review.

  • Recognized by reputable sources like Tech Times and backed by Andreessen Horowitz.

Weaknesses
  • Pricing and access not publicly disclosed — requires scheduling a demo to understand costs and onboarding process.

  • Target audience limitations — currently tailored mainly for mid-to-large enterprises in finance and legal sectors, potentially less suited for smaller or non-specialized teams.

Knowledge Base

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