Cognosys vs Elicit
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Cognosys if you want goal-driven web ai agent that ran research and automation tasks (now deprecated) (Supervised agent, freemium); choose Elicit if you want ai research assistant that automates literature and systematic reviews (Assistant, freemium).
| Cognosys | Elicit | |
|---|---|---|
| What it is | Goal-driven web AI agent that ran research and automation tasks (now deprecated) | AI research assistant that automates literature and systematic reviews |
| Type | agent | agent |
| Autonomy | Supervised agent | Assistant |
| Pricing | freemium · Free; Pro $15/mo, Ultimate $59/mo (historical, pre-sunset) | freemium · Free; Pro $49/user/mo |
| Best for | consumers, smb, developers | developers, enterprise, consumers |
| Deployment | saas | saas, api |
| Modalities | text, browser, email | text, api |
| Models | model-agnostic | model-agnostic |
| Protocols | function-calling | rest-api |
| Integrations | Notion, Gmail | Zotero, PubMed, ClinicalTrials.gov, Semantic Scholar |
| Capabilities | 5 documented | 4 documented |
Cognosys
- +No-code way to delegate multi-step web research and automation tasks
- +Useful scheduled briefings and lead-enrichment-to-Notion workflows
- +Backed early: ~$2M seed led by GV with notable angel investors
- -Deprecated: rebranded to Ottogrid, acquired by Cohere, standalone product sunset
- -No longer available; cognosys.ai no longer serves the product
Elicit
- +Purpose-built for systematic reviews with sentence-level citation traceability
- +Massive corpus (125M+ papers) plus structured table extraction
- +Credible research lineage (Ought) focused on reasoning transparency
- -Pro and Scale pricing is steep for individual academics
- -Accuracy claims are self-reported and should be validated per domain
Which should you choose?
Cognosys is goal-driven web ai agent that ran research and automation tasks (now deprecated), best for consumers, smb, developers. Elicit is ai research assistant that automates literature and systematic reviews, best for developers, enterprise, consumers. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.