AI Dispatch
agent · ai-research-agents

Elicit vs h2oGPTe

55 fields both were evaluated on, 33 of them different — including where one discloses something the other does not. Every value links to the document it came from. 22 further fields are disclosed by neither and are listed at the end rather than tabled.

Assurance

FieldElicith2oGPTe
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
Citation-based verification for transparent Retrieval Augmented Generation (RAG) State-of-the-art multimodal RAG with built-in citation support offers comprehensive traceability for AI-generated responses, with embedded document references that enhance transparency.
h2o.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
Transparent assessments with embedding and ML-driven evaluators Embedding-based metrics complemented with Natural Language Inference provide transparent, explainable and objective model assessments to enhance accountability and clarity.
h2o.ai · checked Aug 1, 2026
Runtime governance·
Customizable guardrails for AI safety h2oGPTe’s Guardrails and PII controls offer fine-grained access management and scoped response restrictions, enabling precise control over input and output boundaries.
h2o.ai · checked Aug 1, 2026
Permission scopes·
Customizable guardrails for AI safety h2oGPTe’s Guardrails and PII controls offer fine-grained access management and scoped response restrictions, enabling precise control over input and output boundaries.
h2o.ai · checked Aug 1, 2026
Evaluation coverage·
Robust testing through automated question generation Automated question generation facilitates comprehensive testing to identify model vulnerabilities and improve reliability.
h2o.ai · checked Aug 1, 2026

Agency

FieldElicith2oGPTe
Autonomy level·
Autonomous agentic AI: execute multi-step workflows autonomously
h2o.ai · checked Aug 1, 2026
Human oversight·
Customizable guardrails for AI safety h2oGPTe’s Guardrails and PII controls offer fine-grained access management and scoped response restrictions, enabling precise control over input and output boundaries.
h2o.ai · checked Aug 1, 2026
Goal complexity·
h2oGPTe Agents bring true autonomy to your workflows, enabling LLMs to handle multi-step tasks like web research, data modeling, database access, and iterative code execution.
h2o.ai · checked Aug 1, 2026
Action space·
h2oGPTe Agents can autonomously generate multi-page PDFs with charts, tables, and flowcharts based on real-time data—complete with source code for full transparency.
h2o.ai · checked Aug 1, 2026
Operating environment·
h2oGPTe enables grounded query responses from secure, private data sources, including document repositories, knowledge bases, and databases
h2o.ai · checked Aug 1, 2026
Initiative·
Autonomous agentic AI: execute multi-step workflows autonomously
h2o.ai · checked Aug 1, 2026

Safety

FieldElicith2oGPTe
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
Transparent assessments with embedding and ML-driven evaluators Embedding-based metrics complemented with Natural Language Inference provide transparent, explainable and objective model assessments to enhance accountability and clarity.
h2o.ai · checked Aug 1, 2026
Red teaming·
Robust testing through automated question generation Automated question generation facilitates comprehensive testing to identify model vulnerabilities and improve reliability.
h2o.ai · checked Aug 1, 2026
Safety policy·
Customizable guardrails for AI safety h2oGPTe’s Guardrails and PII controls offer fine-grained access management and scoped response restrictions, enabling precise control over input and output boundaries.
h2o.ai · checked Aug 1, 2026
Usage restrictions·
Customizable guardrails for AI safety h2oGPTe’s Guardrails and PII controls offer fine-grained access management and scoped response restrictions, enabling precise control over input and output boundaries.
h2o.ai · checked Aug 1, 2026
Data handling·
Keep your data isolated and secure.
h2o.ai · checked Aug 1, 2026

Practicality

FieldElicith2oGPTe
Availability·
If you're curious about what enterprise h2oGPT can do for your organization, get in touch with us. Fill out this form and we’ll have someone reach out with more information.
h2o.ai · checked Aug 1, 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
Support model·

Foundation models

FieldElicith2oGPTe
Base models·
Llama2-based models for chat and coding are very similar to GPT-4
h2o.ai · checked Aug 1, 2026
Model provider·
H2O.ai created first Open Source AI for Enterprise
h2o.ai · checked Aug 1, 2026
Open weights·
Openweight SLMs H2O Danube3: Lightweight, offline-capable small language models Openweight Vision-Language Models H2OVL Mississippi: OCR and Document AI with open multimodal models
h2o.ai · checked Aug 1, 2026
Fine-tuning·

Ecosystem

FieldElicith2oGPTe
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
h2o.ai · checked Aug 1, 2026
Tool use·
h2oGPTe Agents can autonomously generate multi-page PDFs with charts, tables, and flowcharts based on real-time data—complete with source code for full transparency.
h2o.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
The industry’s first multi-agent Generative AI platform
h2o.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
h2o.ai · checked Aug 1, 2026
Open source·
Openweight SLMs H2O Danube3: Lightweight, offline-capable small language models Openweight Vision-Language Models H2OVL Mississippi: OCR and Document AI with open multimodal models
h2o.ai · checked Aug 1, 2026
Marketplace presence·
Ready-to-Use AI Apps H2O GenAI App Store: Prebuilt apps for industry-specific GenAI use cases
h2o.ai · checked Aug 1, 2026

Impact

FieldElicith2oGPTe
User base·
OVER 5 MILLION RESEARCHERS
TRUSTED BY OVER 5 MILLION RESEARCHERS
elicit.com · checked Aug 4, 2026
Commonwealth Bank of Australia reduced scam losses by 70% using real-time GenAI and predictive AI from H2O.ai. LEARN MORE AT&T is transforming call center operations and cutting costs by 90% with H2O.ai’s GenAI.
h2o.ai · checked Aug 1, 2026
Deployment scale·
TRUSTED BY OVER 5 MILLION RESEARCHERS
elicit.com · checked Aug 4, 2026
10+ years of experience serving hundreds of Fortune 2000 companies
h2o.ai · checked Aug 1, 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
no public information
h2o.ai · checked Aug 1, 2026
High-risk domains·
ideal for audit-heavy sectors, ensuring each AI response is both accurate and verifiable.
h2o.ai · checked Aug 1, 2026

Disclosed by neither

Both Elicit and h2oGPTe publish nothing on these 22 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 22 identical table rows. Each is shown with its source check on the individual profiles.

  • Documented incidents
  • Pricing model
  • Price point
  • Deployment options
  • Supported regions
  • Model swappable
  • Context window
  • Model or system card
  • Incident reporting
  • Third-party evaluations
  • 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

Questions

How do Elicit and h2oGPTe compare on target sectors?
Elicit: Pharmaceuticals, Academia, Medical devices & technology, Policy & government, Consumer goods, Industrials, Software & technology. h2oGPTe: no public information disclosed.
How do Elicit and h2oGPTe compare on protocols supported?
Elicit: MCP. h2oGPTe: no public information disclosed.
How do Elicit and h2oGPTe compare on api access?
Elicit: Introducing the Elicit API. h2oGPTe: no public information disclosed.