agent · ai-research-agents

Elicit

elicit.comevidence retrieved Aug 4, 2026 – Sep 3, 2026view as JSON all ai-research-agents entries 20 alternatives

ThinFewer than 12 fields evidenced — this vendor discloses little, or we have read little of it

11 fields evidenced · 45 with no public information. Every value below links to the document it came from and the date we checked it.

2 of those are quoted but not yet interpreted: we hold the source sentence and the date we read it, but nobody has written the answer to the question yet. Those rows show the quote and say so rather than repeating it back as an answer. Why these exist

1 of the evidenced values quotes wording our own later capture of the same page no longer contains. Marked below, awaiting an editor.

Also appears in

AI agents that support the Model Context Protocol AI agents and vendors that publish a self-reported performance figure

Trust gap

How this is scored

These scores are automated. A 1 or 2 counts how many fields this entry answers with a citation — not what those answers say. A 0 means every field for that dimension is recorded as undisclosed and none of the pages we captured mentions it. No one has scored this entry against the rubric yet.

Runtime governance

unscored

Are scope, spend, and authority enforced while the agent runs?

Audit trail

1/3 auto

Is there a tamper-evident record of what it actually did?

Scored from 1 evidenced field(s): audit_trail. Automated score; capped at 2 pending review.

Counts Audit trail, each cited below.

Compliance

unscored

Are compliance obligations attached per engagement?

Outcome settlement

unscored

Does payment depend on a verified result?

Insurance & indemnity

unscored

Can the deployment be insured, and is the customer indemnified?

Assurance

Insurance available: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Insurance carriers: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Coverage limits: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Indemnification: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Liability cap: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
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
Tamper-evident log: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
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
Runtime governance: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Permission scopes: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Compliance certifications: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Regulatory alignment: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Outcome-based pricing: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Settlement mechanism: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Dispute process: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
SLA terms: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Evaluation coverage: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
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

Agency

Autonomy level: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Human oversight: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Goal complexity: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Action space: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Operating environment: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Initiative: no public information
elicit.com · checked Aug 4, 2026 · source did not state this

Safety

Safety evaluations: not yet interpreted
“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
Red teaming: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Safety policy: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Usage restrictions: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Model or system card: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Incident reporting: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Third-party evaluations: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Data handling: no public information
elicit.com · checked Aug 4, 2026 · source did not state this

Practicality

Pricing model: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Price point: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Availability: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Deployment options: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
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
Supported regions: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Support model: no public information
elicit.com · checked Aug 4, 2026 · source did not state this

Foundation models

Base models: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Model provider: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Model swappable: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Open weights: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Fine-tuning: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Context window: no public information
elicit.com · checked Aug 4, 2026 · source did not state this

Ecosystem

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
Tool use: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
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
API access: Introducing the Elicit API
“Introducing the Elicit API Search our 138M+ papers and generate Reports using our API.”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 2, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
elicit.com · checked Aug 4, 2026
Open source: no public information
elicit.com · checked Aug 4, 2026 · source did not state this
Marketplace presence: no public information
elicit.com · checked Aug 4, 2026 · source did not state this

Impact

User base: OVER 5 MILLION RESEARCHERS
“TRUSTED BY OVER 5 MILLION RESEARCHERS”
elicit.com · checked Aug 4, 2026
Deployment scale: not yet interpreted
“TRUSTED BY OVER 5 MILLION RESEARCHERS”
elicit.com · checked Aug 4, 2026
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 · source did not state this
Documented incidents: no public information
elicit.com · checked Aug 4, 2026 · source did not state this

Compared with

Side-by-side on the fields where Elicit and the other entry are both on record and actually differ.