Elicit vs Liner
A side-by-side comparison of Elicit and Liner, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
At a glance
| Attribute | Elicit | Liner |
|---|---|---|
| Category (differs) | Research | Search |
| Pricing | FREEMIUM | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment (differs) | Cloud | — |
| Platforms (differs) | Web | Web, iOS, Android, macOS, Windows, Browser extension |
| Model support | Multi-model | Multi-model |
| Vendor (differs) | Elicit (formerly Ought) | Liner |
| Capabilities (differs) |
|
|
The honest brief
Elicit
One of few research tools with a real systematic-review screening pipeline and structured data extraction at scale.
- Search, screen, extract, synthesize in one flow
- Structured extraction with custom columns
- Evidence synthesis across large paper sets
- Benchmarked against Cochrane reviews
- No PICO framework or Boolean operators
- Systematic-review features gated to Pro
- Credit-based free tier (one-time)
- Coverage limited to indexed literature
Liner
Cited AI search with dedicated academic (Scholar) and writing modes, grown from a popular web-highlighter.
- Cited, fact-checked answers
- Academic + writing modes
- Broad platform + extension coverage
- Multi-model on Pro
- Best features behind Pro
- Jack-of-trades vs focused tools
- Less depth than specialist research apps
When to pick which
Both cover Cited answers, Literature search, and Literature review.
Pick Elicit if you need Structured extraction, Report generation, and Summarization.
- Structured extraction (secondary capability)
- Report generation (secondary capability)
- Summarization (secondary capability)
Pick Liner if you need Chat with documents, Web research agent, and Long-form writing.
- Chat with documents (secondary capability)
- Web research agent (primary capability)
- Long-form writing (secondary capability)
They share capabilities, but each leads with different ones as a headline job:
Elicit is built around Literature search and Literature review.
- Literature search (primary capability)
- Literature review (primary capability)
Liner is built around Cited answers.
- Cited answers (primary capability)
They also differ on:
- Platforms
- Web · Web, iOS, Android, macOS, Windows, Browser extension