Elicit vs Litmaps
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | Elicit | Litmaps |
|---|---|---|
| Best for | Automating systematic reviews and extracting structured data from large sets of academic papers. | Visual discovery and mapping of citation networks, especially when starting from a seed paper. |
| Pricing | Free (5,000 credits), Plus $10/mo (25,000 credits), Enterprise custom. | Free (5 maps, 20 seeds), Individual $10/mo (unlimited maps/seeds, alerts). |
| Setup complexity | Low – search-based interface, quick to start extracting data from papers. | Low – create a map from seed papers, but visual approach may require slight learning curve. |
| Strongest differentiator | Structured data extraction (methodologies, sample sizes) and synthesis across papers. | Dynamic visual citation maps and automatic alerts for new publications. |
| Integration highlights | Zotero, Google Scholar, Semantic Scholar. | Zotero, CSV/BibTeX export. |
| Typical use case | Systematic review with data extraction and comparison across many studies. | Exploring a research field visually and discovering connected papers. |
Litmaps vs Elicit: Elicit wins for systematic literature reviews requiring structured data extraction and synthesis, while Litmaps wins for visual discovery and citation network exploration. Elicit is the better choice if you need to extract methodologies, sample sizes, and results from dozens of papers and build comparison tables. Litmaps is superior for starting from a seed paper, seeing how research evolves over time, and getting alerts for new publications. Pick based on whether your primary need is data extraction (Elicit) or visual mapping (Litmaps).
Feature-by-feature
Core Capabilities: Elicit vs Litmaps
Elicit focuses on automated data extraction and synthesis. It uses language models to find papers, extract key claims, and pull structured information like sample sizes, methodologies, and results. You can build custom columns to track specific data points and view results in a table. Litmaps, on the other hand, centers on visual citation mapping. It creates dynamic maps showing how papers are connected through citations over time, with timeline and discovery views. Elicit wins for systematic review automation and data extraction; Litmaps wins for visual exploration and understanding research landscapes.
AI/Model Approach: Elicit vs Litmaps
Elicit leverages large language models for natural language search, summarization, and structured extraction. It can identify methodologies and outcomes across thousands of papers. Litmaps uses citation graph analysis and machine learning to suggest relevant papers based on seed articles and citation patterns. Neither publishes specific model details. Elicit is more suited for extracting quantitative data; Litmaps for discovering papers through citation relations. Elicit wins for data extraction, Litmaps for discovery via citations.
Integrations & Ecosystem: Elicit vs Litmaps
Both integrate with Zotero. Elicit also connects with Google Scholar and Semantic Scholar, enabling broader search. Litmaps supports CSV and BibTeX export, which is useful for reference management. Elicit’s integrations are more extensive for search, while Litmaps offers better export options for bibliographic data. For researchers heavily using Zotero, both are comparable; Elicit wins for search integration, Litmaps for export flexibility.
Performance & Scale: Elicit vs Litmaps
Elicit offers paper credits: 5,000 on Free, 25,000 on Plus, and unlimited on Enterprise. This limits how many papers you can process. Litmaps limits maps and seed articles on Free (5 maps, 20 seeds) but offers unlimited on Individual ($10/mo). Both scale well at paid tiers. Elicit’s credit system may be more restrictive for high-volume extraction; Litmaps’ map limits may be less constraining for individual researchers. Litmaps wins for generous free tier in terms of seeds; Elicit wins for systematic review at scale with Enterprise.
Developer Experience & Workflow: Elicit vs Litmaps
Elicit provides a straightforward search-and-extract workflow suitable for systematic reviews. It is best for researchers who want to quickly pull data into CSV for analysis. Litmaps offers a visual, interactive map that can be shared read-only, but lacks real-time collaboration. Elicit likely has a steeper learning curve for advanced extraction; Litmaps is intuitive for visual thinkers. Both are easy to start. Elicit wins for data-oriented researchers; Litmaps for those who prefer visual discovery.
Pricing compared
Elicit pricing (2026)
Elicit operates on a freemium model with a credit-based system. The Free plan provides 5,000 paper credits and basic extraction. The Plus plan costs $10/month and gives 25,000 credits plus advanced extraction and tables. Enterprise pricing is custom and includes unlimited credits, API access, and team features. Notes: Credits are consumed per paper processed; advanced extraction may use more credits. No annual discount is mentioned. As of 2026, these tiers are current.
Litmaps pricing (2026)
Litmaps also uses freemium. The Free plan allows 5 maps and 20 seed articles. The Individual plan at $10/month (or $8.33/month billed annually) offers unlimited maps, unlimited seeds, and email alerts. There is an educational discount of 75% off the Pro plan (likely the Individual plan). A Team tier exists for shared maps. No credit system; limits are on maps and seeds. As of 2026, these tiers are current.
Value-per-dollar: Elicit vs Litmaps
Both start free. For systematic reviewers needing data extraction, Elicit’s Plus plan ($10/mo) offers substantial credits (25,000) which may suffice for moderate projects. Litmaps’ Individual plan ($10/mo) removes all limits, appealing to heavy map users. Elicit wins for researchers focused on extracting structured data from many papers; Litmaps wins for visual researchers who need unlimited maps and seeds. Value depends on workflow: Elicit provides more analytical power per dollar for data extraction; Litmaps provides unlimited visual exploration for the same price.
Who should pick which
- PhD student conducting a systematic review for meta-analysisPick: Elicit
Elicit’s structured data extraction and synthesis table are ideal for pulling sample sizes and effect sizes across studies automatically.
- Early-career researcher exploring a new fieldPick: Litmaps
Litmaps’ seed-based discovery and citation maps help find relevant papers quickly and visualize the research landscape.
- Academic team needing shared discovery with alertsPick: Litmaps
Litmaps supports shareable maps and automatic alerts, enabling team collaboration on literature monitoring.
- Review team automating extraction for 50+ papersPick: Elicit
Elicit’s custom columns and CSV export streamline extraction from large paper sets, especially with Enterprise tier.
- Educator teaching literature review methodsPick: Litmaps
Litmaps’ visual maps lower the barrier to understanding citation networks, and educational discount makes it affordable.
Frequently Asked Questions
What is the difference between Litmaps and Elicit?
Elicit focuses on automated data extraction from papers (methodologies, sample sizes, results) and synthesis tables. Litmaps creates visual citation maps to show how papers are connected over time. Elicit is for systematic reviews needing structured data; Litmaps is for visual discovery and exploration.
Which is better for a literature review: Litmaps or Elicit?
If your review requires extracting and comparing specific data points (e.g., sample sizes, methodologies) across many papers, Elicit is better. If you need to discover papers visually and see citation relationships, Litmaps is better. Many researchers use both in tandem.
Do Elicit and Litmaps have free tiers?
Yes, both have free plans. Elicit free gives 5,000 paper credits and basic extraction. Litmaps free provides 5 maps and 20 seed articles. Both are sufficient for light use.
Can Elicit and Litmaps integrate with Zotero?
Yes, both integrate with Zotero. Elicit also integrates with Google Scholar and Semantic Scholar. Litmaps additionally exports CSV and BibTeX.
Which tool is more suitable for a PhD student?
Both are suitable. For a PhD student doing systematic review or meta-analysis, Elicit’s extraction features are powerful. For exploring a new research area or visualizing literature, Litmaps is excellent. The choice depends on the specific workflow.
Can I export data from Elicit or Litmaps?
Elicit supports CSV export of extracted data. Litmaps exports to CSV and BibTeX. Both allow you to take data elsewhere for analysis.
Is there a limit on how many papers I can process?
Elicit uses a credit system: 5,000 credits free, 25,000 on Plus, unlimited on Enterprise. Litmaps limits maps and seeds: 5 maps and 20 seeds free, unlimited on Individual.
Do either tool support team collaboration?
Elicit Enterprise includes team features. Litmaps offers shareable read-only maps and a Team tier. Neither provides real-time collaborative editing.
Which is more affordable for a small research group?
For a small group, Litmaps’ Individual plan at $10/month per person is straightforward. Elicit’s custom Enterprise pricing may be higher but offers API access. Litmaps is likely more affordable for small teams.
Can I use Litmaps to stay updated on new papers?
Yes, Litmaps offers automatic email alerts when new papers match your seed maps or filters. Elicit does not have such alerts.
Last reviewed: May 12, 2026