← All toolsDOSSIER · Research assistant · SOLID · VERIFIED 2026-06-09

Elicit59SolidBenchmark pendingPaper discovery, evidence-table extraction, and systematic-review supportVerified 2026-06-09

Dossier · Research assistant

Elicit

Paper discovery, evidence-table extraction, and systematic-review support · last verified 2026-06-09

Solid

Research assistant

Elicit

59/100

ROLEPaper discovery, evidence-table extraction, and systematic-review support

Editorial fit

Source quality

Citation honesty

Privacy controls

Value for money

Speed

FREEBasic

$49/MOPro

$169/MOScale

SolidVerified 2026-06-09VP·METHOD

Elicit flagship-ready dossier: Paper discovery, evidence-table extraction, and systematic-review support.

What is Elicit?

Elicit is a tool in the VerdictPal Research assistant set: AI research assistant for searching, summarizing, chatting with papers, screening studies, extracting fields, generating research reports, and supporting systematic reviews across large scientific corpora and uploaded documents. It scores 59 out of 100 on editorial fit.

Role: Paper discovery, evidence-table extraction, and systematic-review supportCategory: Research assistantSynthesized

Elicit at a glance, with the date each field was checked.
Field	Value
Editorial fit	59 out of 100
Dossier status	Solid
Set	Research assistant
Role in a workflow	Paper discovery, evidence-table extraction, and systematic-review support
Pricing	Basic Free · Pro $49/mo · Scale $169/mo · Enterprise Custom
Training on your data	Not recorded as a plan-wide guarantee. Check the dossier's privacy notes and sources.
Last verified	2026-06-09

Editor's note

Elicit should be judged by whether it helps a researcher build a better evidence table, not by whether it writes a convincing paragraph. Its danger is the same as its appeal: it makes a messy literature review look organized before the hard verification is finished.

Public facts · vendor & repo

List prices and pay-as-you-go entry points we can cite without running our own bench. Each tile links to a source when possible.

Research assistantSetVerdictPal tool ↗

synthesizedEvidenceQuality gate ↗

6Sources checkedSources ↗

2026-06-07Pricing checkedQuality gate ↗

Limits & product surface

Non-price vendor claims — multipliers, caps, and API scope. Detailed matrices live in subscription and SDK sections below.

Primary surface: prosumer-saasTool identity ↗
Modalities: text, dataTool identity ↗
Workflow roles: [object Object], [object Object], [object Object]VerdictPal editorial ↗
Alternatives tracked: Consensus, Scite, Semantic Scholar, Rayyan, Connected PapersVerdictPal comparison set ↗

How it works · agent loop

The public positioning for this product — the loop we score against on VerdictPal.

Start with the wedge

Building structured evidence tables across many papers

Run the representative task

Extract PICO/design/outcome fields from 20 papers and compare against a hand-coded table.

Check the failure modes

Pricing jumps quickly from free to Pro/Scale

Compare before recommending

Compare against Consensus, Scite, Semantic Scholar before shipping advice.

Who it fits, where it fails

Best for

Building structured evidence tables across many papers
Early-stage systematic review screening and extraction workflows
Researchers who need cited summaries plus column-based extraction, not just a chatbot answer
Policy, pharma, medtech, and academic teams that value sentence-level citations, PRISMA-style method traces, and auditable extraction

Avoid if

You need a cheap casual search tool rather than a high-cost research workflow
Your review data, uploaded PDFs, or unpublished documents cannot leave local infrastructure without a DPA
You expect PRISMA-grade results without human screening, extraction checks, and protocol review
Your main need is reference management or citation writing rather than evidence synthesis

Strengths

Search across 138M+ papers
ClinicalTrials.gov source support
Paper chat with full-text access
Zotero import
Automated Reports
Systematic Review Workflow
Screening up to 5,000 papers on Pro and 40,000 on Enterprise
Extraction columns
Sentence-level citations
PRISMA/methods/search-strategy report outputs
API access

Weaknesses

Pricing jumps quickly from free to Pro/Scale
Structured tables and reports still require human validation
Uploaded papers/Zotero imports create cloud privacy boundary
Corpus and full-text coverage vary by discipline
Vendor accuracy claims need independent reproduction
Basic plan limits can distort real review workflows

How it could improve

Institutional policy friction could be reduced with a local/on-prem deployment option, or at minimum with clear data-handling documentation that compliance teams can review without an NDA.
Coverage gaps could be narrowed by expanding the corpus beyond the current strong disciplines, or by surfacing coverage limitations explicitly so the reader knows where not to trust the tool.
Privacy posture scores 46/100, the weakest dimension on this dossier. Addressing this would meaningfully raise the editorial fit.
Evidence strength scores 52/100, the weakest dimension on this dossier. Addressing this would meaningfully raise the editorial fit.

Search modes · 4 lenses

One input box, many retrieval postures. Filter by tier.

01Free

Workspace

Workspace path for Elicit — verify limits on the live product.

02Pro

Collaboration

Collaboration path for Elicit — verify limits on the live product.

03Pro

Automation

Automation path for Elicit — verify limits on the live product.

04Max

Admin & billing

Admin & billing path for Elicit — verify limits on the live product.

Competitive lens

Where Elicit wins for cited research — and where a rival still belongs in the stack.

Elicit is stronger when building structured evidence tables across many papers; Consensus may still win for narrower fit, procurement, or specialist depth.

Elicit

Building structured evidence tables across many papers
Early-stage systematic review screening and extraction workflows

Consensus

You need a cheap casual search tool rather than a high-cost research workflow
Your review data, uploaded PDFs, or unpublished documents cannot leave local infrastructure without a DPA

Scores and evidence

Metric lab · 16 dimensions

Click a tile for the editorial note. Color follows score: coral, yellow, mint.

Shape

Avg 70 · 46–100

59Editorial fit

Weighted roll-up across 13 dimensions for Research assistant; pending desk verification if rescored from public facts.

By group

Fit80

Editorial fit59
Wedge task fit82
Feature depth100

Cost59

Free-tier utility67
Cost-to-value56
Opportunity cost55

Trust74

Source grounding70
Privacy posture46
Failure transparency100
Evidence strength52
Transparency100

Workflow67

Integration reach75
Setup friction58
Reliability70
Competitive position75
Data portability55

Benchmark ledger

Public rows are vendor or third-party claims we logged with a date. Desk rows are reserved for VerdictPal self-run results.

Measure	Result	Source
Extract PICO/design/outcome fields from 20 papers and compare against a hand-coded tableexact-match accuracy, quote support, unsupported claims, missed caveats, hallucinated values, correction time.	Planned2026-06-09	VerdictPal benchmark plan
Screen 200 records with known include/exclude labels and distractorssensitivity, specificity, false negatives, exclusion-reason quality, reviewer override friction.	Planned2026-06-09	VerdictPal benchmark plan
Generate a research report from a controlled paper set; verify every claim against sentence-level citationscitation faithfulness, methods completeness, PRISMA trace, source coverage, overstated conclusion rate.	Planned2026-06-09	VerdictPal benchmark plan
Model Basic, Pro, Scale, and Enterprise fit for a student thesis, policy brief, pharma SLR, and lab collaborationannual cost, report volume, table width, screening scale, collaboration needs, data terms.	Planned2026-06-09	VerdictPal benchmark plan

Editorial evidence · 0 entries

No editorial benchmark yet. The tool stays at status Solid until evidence lands.

This tool is in the VerdictPal Citation Fidelity protocol — frozen question bank, dual-reviewer grading, results still pending. Citation Fidelity v0.1 →

Benchmark coverage · 1 benchmark

Citation Fidelity (VerdictPal Lab)

Benchmarks that evaluate or report on this tool. Scores and caveats live on the benchmark page.

Test scenarios · hands-on lab

How we exercised the product. Step through each run before you trust the scores.

Test run

Step 1 of 4

Start from the persona in best-for item 1.

Research log · desk notes

What we learned while building this dossier — not vendor copy.

2026-06-07Notion Tool pipeline (Card pipeline) ↗

Notion research pass

Elicit is no longer just a paper-search assistant; it is positioning itself as an evidence-synthesis system for reports, systematic reviews, dynamic screening, extraction, and sentence-level citations over a very large scientific corpus. The richer data supports a higher-confidence card, but the recommendation still depends on benchmarked extraction accuracy against a hand-coded table.

2026-06-09VerdictPal git ↗

Flagship-ready structure

Converted imported research into metrics, panes, scenarios, benchmark rows, comparison notes, and pricing deck.

What it costs, what it keeps

Pricing deck · checked 2026-06-09

Desk pick

Pro

$49

month

$588/yr annual billing; monthly list higher
Verify live regional checkout before publishing procurement advice.

Scale

$169

month

$2,028/yr annual billing
Verify live regional checkout before publishing procurement advice.

RAW · checked 2026-06-09: Basic free: 2 reports/mo, search/summaries/chat, 2 columns · Pro USD 49/user/mo billed annually: 5,000-paper systematic review workflow, 144 reports/reviews/yr, 20 columns, API · Scale USD 169/user/mo annual: collaboration, figures, 240 reports/reviews/yr, 30 columns · Enterprise custom.

Privacy deep-dive · checked 2026-06-09

Elicit collects account, device/usage, and service-created research data. Uploaded papers, Zotero imports, BYO documents, screening criteria, extraction tables, and report prompts are cloud-processed. Enterprise pricing states no training on customer data by default; do not assume that boundary for all lower tiers without terms review.

Under the hood

Vendors named on the product about page — useful for procurement and privacy reviews.

paper discovery: Elicit
claim extraction: Consensus
systematic review support: Scite

Alternatives and context

Alternatives

Consensus Scite Semantic Scholar Rayyan Connected Papers

Head-to-head

Elicit vs Consensus Elicit vs Scite Elicit vs Semantic Scholar Elicit vs Rayyan Elicit vs Connected Papers

Compare side-by-side → open compare

Workflow roles

How this tool fits into a composed research stack:

paper discoveryclaim extractionsystematic review support

Appears in

Composed workflows on VerdictPal that reference this tool, not vendor marketing.

Stacks

Literature review stackResearchers mapping a field before the first section of the review gets written.

Playbooks

Literature-review mapStudents and researchers with a pile of downloaded papers and no structure to write from yet.

Showcases

Literature-review map demo

Deep panes · 6 lenses

Editorial lenses only. Subscription and API pricing live in their own sections above.

Lens 01

Positioning

Elicit is framed here as Paper discovery, evidence-table extraction, and systematic-review support. Elicit is no longer just a paper-search assistant; it is positioning itself as an evidence-synthesis system for reports, systematic reviews, dynamic screening, extraction, and sentence-level citations over a very large scientific corpus. The richer data supports a higher-confidence card, but the recommendation still depends on benchmarked extraction accuracy against a hand-coded table.

Checked: 2026-06-07
Evidence: synthesized

Building structured evidence tables across many papers
Early-stage systematic review screening and extraction workflows
Researchers who need cited summaries plus column-based extraction, not just a chatbot answer
Policy, pharma, medtech, and academic teams that value sentence-level citations, PRISMA-style method traces, and auditable extraction

Sources and provenance

Source ledger · 6 checked

Product sitechecked 2026-06-07
Pricingchecked 2026-06-07
Systematic review solutionchecked 2026-06-07
Privacychecked 2026-06-07
Reports launchchecked 2026-06-07
Systematic Review evaluationchecked 2026-06-07

Quality gate · Solid

Evidence ready

Benchmark pending

Verdict history

2026-06-07Elicit is no longer just a paper-search assistant; it is positioning itself as an evidence-synthesis system for reports, systematic reviews, dynamic screening, extraction, and sentence-level citations over a very large scientific corpus. The richer data supports a higher-confidence card, but the recommendation still depends on benchmarked extraction accuracy against a hand-coded table.
2026-06-09Converted imported Notion research into a full flagship-ready dossier template with metrics, panes, pricing deck, scenarios, benchmark rows, and comparison slices.

Related dossiers

Research assistant

Consensus

58/100

ROLECited academic Q&A and claim-level literature scanning

AI academic search engine for cited answers, claim-level literature Q&A, Research Agent workflows, paper analysis, and deeper review-style summaries over a large peer-reviewed research corpus.

Watch outYou need a full systematic-review workflow with reproducible search strings, screening audit trails, and PRISMA documentation

SynthesizedSolid

Fast yes/no orStudents who need

From$15/MOPro (monthly)

ROLECitation-context and evidence-positioning tool

Research platform that analyzes citation contexts and classifies citations as supporting, contrasting, or mentioning, with Smart Citations, Scite Assistant, Reference Check, search, dashboards, alerts, API, MCP, and organization analytics.

Watch outYou need the cheapest student research assistant and your library does not license Scite

SynthesizedSolid

Checking whether laterResearchers evaluating paper’s

ROLEAI-powered academic search and open bibliography graph

Free Ai2 academic search engine and scholarly graph with paper search, TLDRs, author pages, alerts, citation graphs, API access, and downloadable datasets.

Watch outYou need the broadest possible scholarly web coverage rather than an Ai2-indexed corpus

Editorial · hands-onSolid

Finding papers, authorDevelopers who need

ROLESystematic review screening and collaborative triage

Cloud systematic-review screening workspace for title/abstract triage, deduplication, labels, PICO extraction, PRISMA flow support, collaborators, mobile screening, and AI-assisted inclusion decisions.

Watch outYou need collaborators to inherit premium features on reviews you do not own without an Institutional plan

SynthesizedSolid

Screening titles abstractsTeams that need

ROLEVisual literature mapping and seed-paper exploration

Visual academic discovery tool that builds similarity graphs from a seed paper to surface related, prior, derivative, and multi-origin paper clusters for literature mapping.

Watch outYou need exhaustive systematic-search recall or PRISMA audit trails

SynthesizedSolid

Getting visual overviewFinding prior derivative

ROLEGeneral-purpose autonomous research and task agent

Cloud autonomous-agent platform for multi-step research, browsing, file work, reports, slides, websites, data analysis, scheduled tasks, and team/business workflows using credit-based plans.

Watch outYou need predictable cost per task, exact reproducibility, or audit-perfect source trails

Editorial · hands-onSolid

Exploratory multi-step tasksUsers testing cloud

Questions this dossier answers

Every answer below is assembled from the dated fields on this page. Nothing is written separately for search.

Is Elicit worth using?

Elicit scores 59 out of 100 on editorial fit and carries Solid dossier status. Its job in a research workflow is: Paper discovery, evidence-table extraction, and systematic-review support.

Who is Elicit best for?

Elicit earns its place when you need:

Building structured evidence tables across many papers
Early-stage systematic review screening and extraction workflows
Researchers who need cited summaries plus column-based extraction, not just a chatbot answer
Policy, pharma, medtech, and academic teams that value sentence-level citations, PRISMA-style method traces, and auditable extraction

When should you not use Elicit?

Skip Elicit in these cases:

You need a cheap casual search tool rather than a high-cost research workflow
Your review data, uploaded PDFs, or unpublished documents cannot leave local infrastructure without a DPA
You expect PRISMA-grade results without human screening, extraction checks, and protocol review
Your main need is reference management or citation writing rather than evidence synthesis

What does Elicit cost?

Basic Free · Pro $49/mo · Scale $169/mo · Enterprise Custom. Pricing last checked 2026-06-09.

Does Elicit train on your data?

Not recorded as a plan-wide guarantee. Check the dossier's privacy notes and sources.. Privacy terms last checked 2026-06-09.

What goes wrong with Elicit?

The dossier publishes 6 failure modes for Elicit, and they stay published whether or not the vendor likes them:

Pricing jumps quickly from free to Pro/Scale
Structured tables and reports still require human validation
Uploaded papers/Zotero imports create cloud privacy boundary
Corpus and full-text coverage vary by discipline
Vendor accuracy claims need independent reproduction
Basic plan limits can distort real review workflows

What are the alternatives to Elicit?

The closest options to Elicit are Consensus, Scite, Semantic Scholar, Rayyan, Connected Papers. Each one that has a tool in the atlas is linked from this dossier, with a head-to-head comparison.

The Pack · Editorial newsletter

New tools in your inbox. Free.

One short email when a tool ships or changes status. No tracking, no third-party analytics. Unsubscribe in one click.