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Causaly vs Consensus

A side-by-side comparison of Causaly and Consensus, drawn from Ignaite's continuously-verified listings.

Compared from listings verified as of

Causaly

Science

Agentic AI for life-sciences R&D, grounded in a biomedical knowledge graph.

View Causaly

Consensus

Research

AI search over peer-reviewed research papers, with inline citations.

View Consensus

At a glance

Feature comparison of Causaly and Consensus
AttributeCausalyConsensus
Category (differs)ScienceResearch
Pricing (differs)PAIDFREEMIUM
LicenseProprietaryProprietary
DeploymentCloudCloud
Platforms (differs)WebWeb, iOS
Model support (differs)—Multi-model
Vendor (differs)CausalyConsensus
Capabilities (differs)
  • Knowledge graph
  • Cited answers
  • Literature search
  • Autonomous research
  • Drug target discovery
  • Cited answers
  • Literature search
  • Literature review
  • Summarization
  • Structured extraction

The honest brief

Causaly

Purpose-built for biomedical R&D with a curated 500M-fact knowledge graph, so agents cite verifiable evidence rather than generic web chat.

  • Distills tens of millions of publications
  • Agents cite traceable scientific evidence
  • Adopted by top-20 pharma companies
  • Built for high-stakes R&D, not generic chat
  • Enterprise life-sciences focus only
  • No public pricing
  • Not for general-purpose research

Consensus

Consensus Meter aggregates whether papers agree or disagree on a question, beyond surfacing individual citations.

  • 200M+ peer-reviewed corpus
  • Copilot drafts literature reviews
  • Inline citations on answers
  • Best answers behind paid tier
  • Coverage skews to indexed journals
  • Not for non-academic questions

When to pick which

Both cover Cited answers and Literature search.

Pick Causaly if you need Knowledge graph, Autonomous research, and Drug target discovery.

  • Knowledge graph (primary capability)
  • Autonomous research (primary capability)
  • Drug target discovery (secondary capability)

Pick Consensus if you need Literature review, Summarization, and Structured extraction.

  • Literature review (secondary capability)
  • Summarization (secondary capability)
  • Structured extraction (secondary capability)

Consensus leans on Cited answers and Literature search as a headline capability; Causaly treats them as secondary.

  • Cited answers (primary capability)
  • Literature search (primary capability)

They also differ on:

Pricing
PAID · FREEMIUM
Platforms
Web · Web, iOS
Causaly detailsConsensus details