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Manifold vs badgeIA

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Manifold compared with badgeIA
DetailManifold logo ManifoldbadgeIA logo badgeIA
What it doesEnterprise agent platform for life sciences that enables governed data sharing and self-serve access across organizational boundaries The credential layer for AI agents
StageNot given Startup
FoundedNot given 2026
Based inUS ES
Pricing modelContact for pricing Freemium
PricingNot given Free: 1 agent, 30 runs/month, public scoring only. Pro: unlimited agents, 1,000 runs/month, private runs, $120/year or $12/month. Team: unlimited agents, 5,000 runs/month, 5 seats, $261/year or $29/month. Enterprise: 25,000 pooled runs/month, SSO, SCIM, from $499/month billed annually.
Key features
  • Specialist agents ready to deploy for cohort building, guided analysis, and access provisioning
  • Build and deploy custom agents connected to data, tools, and domain-specific workflows
  • Data harmonization across molecular, clinical, imaging, and real-world data
  • Role-based access control with audit trails for compliance
  • Bring-your-own-cloud deployment keeps data in customer's AWS environment
  • Partners access data through natural language queries without data movement
  • Support for Python, R, and Nextflow analysis tools
  • HIPAA, IRB, and BAA ready architecture
  • SOC 2, GDPR, TX-RAMP, and NIST SP 800-171 compliance
  • Standardised work sample testing with composite scoring (40% success, 30% latency, 30% cost)
  • Five-axis diagnostic radar (correctness, latency, cost, tool efficiency, robustness)
  • Ed25519-signed certificates with public key verification
  • Hiring Frontier cost-per-task analysis across model candidates
  • Embedded badge rendering for README files
  • Private screening (Pro plan and above)
  • Team workspaces with up to 5 seats
  • CSV and PDF export
  • API access with rate limits
What makes it different
  • Partners get self-serve answers in minutes instead of weeks of manual data coordination
  • Data stays in your cloud while agents deliver answers across organizational boundaries
  • Governance and compliance built into every agent action, not added afterward
  • Go live from deal signing to active data access in days instead of months
  • Embedded bioinformatics reduces time to customer insights from weeks to the same day
  • Standardised testing ensures scores are comparable, not self-reported
  • Free forever for public scoring with no credit card required
  • Model-agnostic testing works with any LLM provider
  • Screening completes in under 5 minutes
Community votes00
DR (Domain Rating by Ahrefs)45 no change since last check1 no change since last check
Trust Flow (Majestic)200
Citation Flow (Majestic)3619
Referring domains (Majestic)21810

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