AI Dispatch
agent · ai-research-agents

CoCounsel vs Elicit

55 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from. 32 further fields are disclosed by neither and are listed at the end rather than tabled.

Assurance

FieldCoCounselElicit
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
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·
We have developed and implemented prompting "guardrails," ensuring our GenAI-based products will only produce responses from content drawn from a clearly defined and limited set of verified information, such as our own content databases. This practice restricts the large language model's ability to produce potentially objectionable content broadly sourced from the internet.
www.thomsonreuters.com · checked Aug 1, 2026
Permission scopes·
Retention of user content and prompts is customized to fit customer needs and set up at the organization account level with the support of a Thomson Reuters client manager.
www.thomsonreuters.com · checked Aug 1, 2026

Agency

FieldCoCounselElicit
Human oversight·
Fiduciary‑Grade AI is designed to support human judgment, not replace it. Professionals remain responsible for the advice they give, the decisions they make, and the work they sign off on.
www.thomsonreuters.com · checked Aug 1, 2026
Goal complexity·
Accelerate legal, tax, audit, compliance, and drafting work with purpose-built AI grounded in authority, transparency, and trust
www.thomsonreuters.com · checked Aug 1, 2026
Action space·
Connected to the tools you already use, including Westlaw, Practical Law, Checkpoint, Microsoft 365, and document management system partners
www.thomsonreuters.com · checked Aug 1, 2026
Operating environment·
Connected to the tools you already use, including Westlaw, Practical Law, Checkpoint, Microsoft 365, and document management system partners
www.thomsonreuters.com · checked Aug 1, 2026

Safety

FieldCoCounselElicit
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
Usage restrictions·
CoCounsel is not a replacement for outside counsel when the stakes are high
www.thomsonreuters.com · checked Aug 1, 2026

Practicality

FieldCoCounselElicit
Deployment options·
We process all interactions with OpenAI GPT and Google Gemini in the U.S. We host backup data in separate availability time zones in the U.S.* *Region-based hosting is available in the UK, Australia, and Canada.
www.thomsonreuters.com · checked Aug 1, 2026
Integrations·
Connected to the tools you already use, including Westlaw, Practical Law, Checkpoint, Microsoft 365, and document management system partners
www.thomsonreuters.com · checked Aug 1, 2026
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·
Region-based hosting is available in the UK, Australia, and Canada.
www.thomsonreuters.com · checked Aug 1, 2026

Foundation models

FieldCoCounselElicit
Base models·
We process all interactions with OpenAI GPT and Google Gemini in the U.S.
www.thomsonreuters.com · checked Aug 1, 2026
Model provider·
We process all interactions with OpenAI GPT and Google Gemini in the U.S.
www.thomsonreuters.com · checked Aug 1, 2026

Ecosystem

FieldCoCounselElicit
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·
Connected to the tools you already use, including Westlaw, Practical Law, Checkpoint, Microsoft 365, and document management system partners
www.thomsonreuters.com · 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
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

Impact

FieldCoCounselElicit
User base·
OVER 5 MILLION RESEARCHERS
TRUSTED BY OVER 5 MILLION RESEARCHERS
elicit.com · checked Aug 4, 2026
Deployment scale·
TRUSTED BY OVER 5 MILLION RESEARCHERS
elicit.com · checked Aug 4, 2026
Target sectors·
Legal professionals Tax professionals Audit professionals Accounting professionals
www.thomsonreuters.com · checked Aug 1, 2026
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·
Fiduciary‑Grade AI is designed for professional work where outputs may influence legal judgments, financial disclosures, regulatory filings, compliance decisions, or client advice.
www.thomsonreuters.com · checked Aug 1, 2026

Disclosed by neither

Both CoCounsel and Elicit publish nothing on these 32 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 32 identical table rows. Each is shown with its source check on the individual profiles.

  • Autonomy level
  • Initiative
  • Documented incidents
  • Pricing model
  • Price point
  • Availability
  • Support model
  • Model swappable
  • Open weights
  • Fine-tuning
  • Context window
  • Open source
  • Marketplace presence
  • Red teaming
  • Safety policy
  • Model or system card
  • Incident reporting
  • Third-party evaluations
  • Data handling
  • Insurance available
  • Insurance carriers
  • Coverage limits
  • Indemnification
  • Liability cap
  • Tamper-evident log
  • Compliance certifications
  • Regulatory alignment
  • Outcome-based pricing
  • Settlement mechanism
  • Dispute process
  • SLA terms
  • Evaluation coverage

Questions

How do CoCounsel and Elicit compare on user base?
CoCounsel: no public information disclosed. Elicit: OVER 5 MILLION RESEARCHERS.
How do CoCounsel and Elicit compare on protocols supported?
CoCounsel: no public information disclosed. Elicit: MCP.
How do CoCounsel and Elicit compare on multi-agent?
CoCounsel: no public information disclosed. Elicit: Powering autonomous research engines.
How do CoCounsel and Elicit compare on api access?
CoCounsel: no public information disclosed. Elicit: Introducing the Elicit API.
How do CoCounsel and Elicit compare on audit trail?
CoCounsel: no public information disclosed. Elicit: reproducible, traceable, and auditable at every step.
How do CoCounsel and Elicit compare on explainability?
CoCounsel: no public information disclosed. Elicit: supports all AI-generated claims with sentence-level citations from the underlying sources.