agent · ai-research-agents
Elicit vs Eve
55 fields both were evaluated on, 20 of them different — including where one discloses something the other does not. Every value links to the document it came from. 35 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Elicit | Eve |
|---|---|---|
| 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 | no public information www.eve.legal · 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 | “Every fact cited, with legal research built in”www.eve.legal · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Runtime governance· | no public information elicit.com · checked Aug 4, 2026 | “Agents do the work that keeps your firm running: drafting demands, discovery, and motions, chasing records, and handling routine calls, while keeping your team in control.”www.eve.legal · checked Aug 1, 2026 |
| Compliance certifications· | no public information elicit.com · checked Aug 4, 2026 | SOC II Type 2 certified and is HIPAA compliant “Eve is SOC II Type 2 certified and is HIPAA compliant”www.eve.legal · checked Aug 1, 2026 |
| Regulatory alignment· | no public information elicit.com · checked Aug 4, 2026 | SOC II Type 2 certified and is HIPAA compliant “Eve is SOC II Type 2 certified and is HIPAA compliant”www.eve.legal · checked Aug 1, 2026 |
Safety
| Field | Elicit | Eve |
|---|---|---|
| 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 | SOC II Type 2 certified and is HIPAA compliant “Eve is SOC II Type 2 certified and is HIPAA compliant”www.eve.legal · checked Aug 1, 2026 |
| Safety policy· | no public information elicit.com · checked Aug 4, 2026 | “Eve is built with attorney-client privilege as a first principle. Your case data is encrypted, never used to train shared models, and kept strictly isolated to your firm — at the organization, user, and workflow levels.”www.eve.legal · checked Aug 1, 2026 |
| Data handling· | no public information elicit.com · checked Aug 4, 2026 | “Your case data is encrypted, never used to train shared models, and kept strictly isolated to your firm — at the organization, user, and workflow levels.”www.eve.legal · checked Aug 1, 2026 |
Practicality
| Field | Elicit | Eve |
|---|---|---|
| Availability· | no public information elicit.com · checked Aug 4, 2026 | |
| Deployment options· | no public information elicit.com · checked Aug 4, 2026 | “Works with your existing CMS, or stands on its own”www.eve.legal · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| 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 | existing CMS “Works with your existing CMS”www.eve.legal · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Foundation models
| Field | Elicit | Eve |
|---|---|---|
| Fine-tuning· | no public information elicit.com · checked Aug 4, 2026 | “Eve learns your firm's tone, preferred language, and style, so every demand letter, complaint, and discovery response sounds like it came from your team. The more you use it, the more it adapts to the way your attorneys write.”www.eve.legal · checked Aug 1, 2026 |
Ecosystem
| Field | Elicit | Eve |
|---|---|---|
| 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 www.eve.legal · 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 | “Agents do the work that keeps your firm running: drafting demands, discovery, and motions, chasing records, and handling routine calls, while keeping your team in control.”www.eve.legal · 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 www.eve.legal · checked Aug 1, 2026 |
| Marketplace presence· | no public information elicit.com · checked Aug 4, 2026 | rated 4.9/5 on G2 “Eve is rated 4.9/5 on G2 by plaintiff law firms.”www.eve.legal · checked Aug 1, 2026 |
Impact
| Field | Elicit | Eve |
|---|---|---|
| User base· | ||
| Deployment scale· | ||
| 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 | |
| High-risk domains· | no public information elicit.com · checked Aug 4, 2026 | HIPAA compliant “Eve is SOC II Type 2 certified and is HIPAA compliant, so you can trust it with even the most sensitive client data including medical records.”www.eve.legal · checked Aug 1, 2026 |
Disclosed by neither
Both Elicit and Eve publish nothing on these 35 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 35 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
- Documented incidents
- Pricing model
- Price point
- Supported regions
- Support model
- Base models
- Model provider
- Model swappable
- Open weights
- Context window
- Tool use
- Open source
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Permission scopes
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Elicit and Eve compare on user base?
- Elicit: OVER 5 MILLION RESEARCHERS. Eve: 1200+ firms.
- How do Elicit and Eve compare on target sectors?
- Elicit: Pharmaceuticals, Academia, Medical devices & technology, Policy & government, Consumer goods, Industrials, Software & technology. Eve: Plaintiff Law Firms.
- How do Elicit and Eve compare on high-risk domains?
- Elicit: no public information disclosed. Eve: HIPAA compliant.
- How do Elicit and Eve compare on integrations?
- Elicit: Elicit API and MCP. Eve: existing CMS.
- How do Elicit and Eve compare on protocols supported?
- Elicit: MCP. Eve: no public information disclosed.
- How do Elicit and Eve compare on api access?
- Elicit: Introducing the Elicit API. Eve: no public information disclosed.