agent · ai-research-agents
Elicit vs Spellbook
55 fields both were evaluated on, 19 of them different — including where one discloses something the other does not. Every value links to the document it came from. 36 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Elicit | Spellbook |
|---|---|---|
| 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 | audit controls “Plus we have the SSO, MFA, encryption, and audit controls your security team will ask about.”spellbook.com · checked Aug 6, 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 | |
| Compliance certifications· | no public information elicit.com · checked Aug 4, 2026 | |
| Regulatory alignment· | no public information elicit.com · checked Aug 4, 2026 |
Safety
| Field | Elicit | Spellbook |
|---|---|---|
| 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 spellbook.com · checked Aug 6, 2026 |
| Safety policy· | no public information elicit.com · checked Aug 4, 2026 | “Zero data retention means our LLM providers never learn from, train on, or store your data. Plus we have the SSO, MFA, encryption, and audit controls your security team will ask about.”spellbook.com · checked Aug 6, 2026 |
| Data handling· | no public information elicit.com · checked Aug 4, 2026 | “Zero data retention means our LLM providers never learn from, train on, or store your data.”spellbook.com · checked Aug 6, 2026 |
Practicality
| Field | Elicit | Spellbook |
|---|---|---|
| Availability· | no public information elicit.com · checked Aug 4, 2026 | |
| Deployment options· | no public information elicit.com · checked Aug 4, 2026 | Works inside Word and Google Docs, in addition to a standalone product. “Works in Word and Google Docs”spellbook.com · checked Aug 26, 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 | email, Slack, Salesforce “New contracts come in from email, Slack, Salesforce”spellbook.com · checked Aug 6, 2026 |
| Supported regions· | no public information elicit.com · checked Aug 4, 2026 | 80+ countries. We comply with GDPR, CCPA, PIPEDA and numerous other privacy standards. “We serve 4,500 teams in 80+ countries. We comply with GDPR, CCPA, PIPEDA and numerous other privacy standards.”spellbook.com · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
Foundation models
| Field | Elicit | Spellbook |
|---|---|---|
| Base models· | no public information elicit.com · checked Aug 4, 2026 | GPT5 and Opus “tuned for commercial legal work, and powered by state-of-the-art LLMs like GPT5 and Opus.”spellbook.com · checked Aug 6, 2026 |
Ecosystem
| Field | Elicit | Spellbook |
|---|---|---|
| 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 spellbook.com · checked Aug 6, 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 | “Associate The AI agent for multi-document drafting and review”spellbook.com · checked Aug 6, 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 spellbook.com · checked Aug 6, 2026 |
Impact
| Field | Elicit | Spellbook |
|---|---|---|
| User base· | 4,500+ legal teams “Trusted by 4,500+ legal teams”spellbook.com · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | |
| Deployment scale· | “We serve 4,500 teams in 80+ countries.”spellbook.com · checked Aug 6, 2026 Not in our latest capture. We captured this page again on Sep 16, 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 | in-house teams and law firms “Designed for in-house teams and law firms”spellbook.com · checked Aug 6, 2026 |
| High-risk domains· | no public information elicit.com · checked Aug 4, 2026 | in-house teams and law firms “Designed for in-house teams and law firms”spellbook.com · checked Aug 6, 2026 |
Disclosed by neither
Both Elicit and Spellbook publish nothing on these 36 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 36 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
- Support model
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Tool use
- Open source
- Marketplace presence
- 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
- Runtime governance
- Permission scopes
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Elicit and Spellbook compare on user base?
- Elicit: OVER 5 MILLION RESEARCHERS. Spellbook: 4,500+ legal teams.
- How do Elicit and Spellbook compare on target sectors?
- Elicit: Pharmaceuticals, Academia, Medical devices & technology, Policy & government, Consumer goods, Industrials, Software & technology. Spellbook: in-house teams and law firms.
- How do Elicit and Spellbook compare on high-risk domains?
- Elicit: no public information disclosed. Spellbook: in-house teams and law firms.
- How do Elicit and Spellbook compare on deployment options?
- Elicit: no public information disclosed. Spellbook: Works inside Word and Google Docs, in addition to a standalone product..
- How do Elicit and Spellbook compare on integrations?
- Elicit: Elicit API and MCP. Spellbook: email, Slack, Salesforce.
- How do Elicit and Spellbook compare on supported regions?
- Elicit: no public information disclosed. Spellbook: 80+ countries. We comply with GDPR, CCPA, PIPEDA and numerous other privacy standards..