agent · ai-research-agents
Elicit vs Rayyan
56 fields both were evaluated on, 15 of them different — including where one discloses something the other does not. Every value links to the document it came from. 41 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Elicit | Rayyan |
|---|---|---|
| Audit trail· | reproducible, traceable, and auditable at every step “Elicit Systematic Review now supports PRISMA 2020 guidelines, and is reproducible, traceable, and auditable at every step.”elicit.com · checked Aug 4, 2026 | Every decision is fully traceable, ensuring defensible, inspection-ready reviews at any stage. “Auditability Every decision is fully traceable, ensuring defensible, inspection-ready reviews at any stage.”rayyan.ai · checked Aug 1, 2026 |
| Explainability· | supports all AI-generated claims with sentence-level citations from the underlying sources “Transparency Elicit supports all AI-generated claims with sentence-level citations from the underlying sources.”elicit.com · checked Aug 4, 2026 | From inclusion criteria to final outputs, every action is visible, shared, and accountable across teams. “Transparency From inclusion criteria to final outputs, every action is visible, shared, and accountable across teams.”rayyan.ai · checked Aug 1, 2026 |
| Permission scopes· | no public information elicit.com · checked Aug 4, 2026 | Add team members Assign roles Enable shared access “Invite Collaborators Add team members Assign roles Enable shared access”rayyan.ai · checked Aug 1, 2026 |
| Self-reported performance· | Public status page reports 100% uptime for the core Elicit service. “Elicit - Operational Elicit 100% - uptime 100.0% uptime”status.elicit.com · checked Sep 3, 2026 | no public information rayyan.ai · checked Aug 14, 2026 |
Safety
| Field | Elicit | Rayyan |
|---|---|---|
| Safety evaluations· | “Elicit hit 95% search recall, 97% abstract screening, 99% full-text screening, and 96% extraction across 994 Cochrane reviews.”elicit.com · checked Aug 4, 2026 | no public information rayyan.ai · checked Aug 1, 2026 |
Practicality
| Field | Elicit | Rayyan |
|---|---|---|
| Pricing model· | no public information elicit.com · checked Aug 4, 2026 | |
| Price point· | no public information elicit.com · checked Aug 4, 2026 | |
| Integrations· | Elicit API and MCP “The Elicit API and MCP: Powering autonomous research engines The Elicit API and MCP server bring Elicit’s trusted capabilities to your agents and workflows.”elicit.com · checked Aug 4, 2026 | no public information rayyan.ai · checked Aug 1, 2026 |
| Supported regions· | no public information elicit.com · checked Aug 4, 2026 |
Ecosystem
| Field | Elicit | Rayyan |
|---|---|---|
| Protocols supported· | MCP “The Elicit API and MCP: Powering autonomous research engines The Elicit API and MCP server bring Elicit’s trusted capabilities to your agents and workflows.”elicit.com · checked Aug 4, 2026 | no public information rayyan.ai · checked Aug 1, 2026 |
| Multi-agent· | Powering autonomous research engines “The Elicit API and MCP: Powering autonomous research engines The Elicit API and MCP server bring Elicit’s trusted capabilities to your agents and workflows.”elicit.com · checked Aug 4, 2026 | no public information rayyan.ai · checked Aug 1, 2026 |
| API access· | Introducing the Elicit API “Introducing the Elicit API Search our 138M+ papers and generate Reports using our API.”elicit.com · checked Aug 4, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | no public information rayyan.ai · checked Aug 1, 2026 |
Impact
| Field | Elicit | Rayyan |
|---|---|---|
| User base· | 1 million+ researchers at 20,000+ institutions across 190+ countries “Trusted by 1 million+ researchers at 20,000+ institutions across 190+ countries.”rayyan.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | |
| Deployment scale· | “Trusted by 1 million+ researchers at 20,000+ institutions across 190+ countries.”rayyan.ai · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 2, 2026 and this quote was not there. How we re-check citations | |
| Target sectors· | Pharmaceuticals, Academia, Medical devices & technology, Policy & government, Consumer goods, Industrials, Software & technology “Industries We live in a scientific world Elicit supports researchers across many domains and industries Pharmaceuticals Bring novel drugs to patients faster Learn more Academia Push the frontier of science forward Learn more Medical devices & technology Design safe and effective products for patients Learn more Policy & government Make evidence-based policies Learn more Consumer goods Improve products that billions rely on every day Learn more Industrials Discover new materials and engineer them at scale Example report Mitigating Temperature Drift in MEMS Sensors Software & technology Innovate on user experience, algorithmic performance, and more Example report Energy-Latency Trade-offs in Gesture Recognition Models”elicit.com · checked Aug 4, 2026 |
Disclosed by neither
Both Elicit and Rayyan publish nothing on these 41 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 41 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Operating environment
- Initiative
- High-risk domains
- Documented incidents
- Availability
- Deployment options
- Support model
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Tool use
- Open source
- Marketplace presence
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Data handling
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Runtime governance
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Elicit and Rayyan compare on user base?
- Elicit: OVER 5 MILLION RESEARCHERS. Rayyan: 1 million+ researchers at 20,000+ institutions across 190+ countries.
- How do Elicit and Rayyan compare on integrations?
- Elicit: Elicit API and MCP. Rayyan: no public information disclosed.
- How do Elicit and Rayyan compare on supported regions?
- Elicit: no public information disclosed. Rayyan: 190+ countries.
- How do Elicit and Rayyan compare on protocols supported?
- Elicit: MCP. Rayyan: no public information disclosed.
- How do Elicit and Rayyan compare on multi-agent?
- Elicit: Powering autonomous research engines. Rayyan: no public information disclosed.
- How do Elicit and Rayyan compare on api access?
- Elicit: Introducing the Elicit API. Rayyan: no public information disclosed.