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VerdictPal · editorial desk · 2026VerdictPal
Compare · Head-to-head

Pick two cards. See the diff.

Stat bars are editorial heuristics, methodology linked — not a fake benchmark leaderboard. Put two dossiers side by side and see where each one breaks.
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Compare · Card A / Card B·Head-to-head

ElicitvsScholarcy

These cards sit in different sets (Research assistant vs Paper tools), so picking one over the other is mostly a question of which job you're doing. Elicit wins on privacy controls; Scholarcy wins on speed and value for money. Both pass our quality gate. The right pick is the one whose strengths match the job you're trying to do.

Elicit · avg
65
wins 2 of 16
Scholarcy · avg
73
wins 10 of 16
Fields differ
10
of 16 dossier rows
Receipts
19
sources + bench notes

Checked 2026-06-09 · Elicit·Checked 2026-06-09 · Scholarcy

Dossier fields

Sixteen fields, side by side.

No.FieldElicitScholarcy
01Status · Editorial quality gateSolidSolid
02Editorial fit · 0–100 score59 / 10079 / 100
03CategoryResearch assistantPaper tools
04Primary surfaceProsumer SaaSProsumer SaaS
05Modalities
  • Text
  • Data
  • Text
  • Data
06Role in a stackPaper discovery, evidence-table extraction, and systematic-review supportPaper-skimming and structured-summary assistant
07Best 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
  • Students who need to triage long papers before deciding what to read closely
  • Literature-skim workflows where structured flashcards, key points, and exports save time
  • Accessibility-oriented workflows that benefit from shorter, organized summaries of dense text
  • Users who want a browser extension, library, bibliography, and literature-matrix workflow around summaries
08Avoid 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  • Your review data, uploaded PDFs, or unpublished documents cannot leave local infrastructure without a DPA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
  • You plan to cite summaries without reading the paper’s methods, limitations, and original claims
  • Your PDFs are copyrighted/library-licensed and should not be uploaded to a third-party summarizer
  • You need systematic extraction accuracy rather than reading support
  • You need a tool that can certify evidence quality, not just summarize and organize
09Capabilities tracked
  • 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
  • PDF/article/chapter/webpage/video/document summarization
  • flashcards
  • smart highlighting
  • library
  • browser extension
  • Scholarcy API
  • free Article Summarizer 1 summary/day
  • 7-day paid trial
  • unlimited summaries on paid plans
  • bibliographies
  • literature matrix
  • exports
  • reference extraction
10Failure modes · Documented, not buried
  • 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
  • Summaries can omit caveats and methods details
  • Uploading publisher PDFs can raise copyright/license/privacy concerns
  • Scholarcy logs IP and URL or filename for processed files
  • Browser extension can expose reading behavior/page URLs
  • Invoice records retained 7 years after deletion for compliance
  • Good skim quality is not evidence extraction quality
11Evidence levelSynthesizedSynthesized
12Sources verified · Receipts on the dossier
13Benchmark entries
  • Extract PICO/design/outcome fields from 20 papers and compare against a hand-coded table.
    Pending.
  • Screen 200 records with known include/exclude labels and distractors.
    Pending.
  • Generate a research report from a controlled paper set; verify every claim against sentence-level citations.
    Pending.
  • Model Basic, Pro, Scale, and Enterprise fit for a student thesis, policy brief, pharma SLR, and lab collaboration.
    Pending.
  • Summarize 10 papers and compare abstract, methods, results, limitations, references, and caveats against manual notes.
    Pending.
  • Use the browser extension on OA articles, publisher pages, and PDFs.
    Pending.
  • Import a small paper set, generate summaries, bibliographies, and a literature matrix.
    Pending.
14Alternatives tracked
  • Consensus
  • Scite
  • Semantic Scholar
  • Rayyan
  • Connected Papers
  • Elicit
  • Semantic Scholar
  • NotebookLM
  • ChatPDF
  • Zotero
15Pricing checked2026-06-092026-06-09
16Last verified2026-06-092026-06-09
16 metrics

Sixteen numbers, one shared midline.

ElicitvsScholarcy

These cards sit in different sets (Research assistant vs Paper tools), so picking one over the other is mostly a question of which job you're doing. Elicit wins on privacy controls; Scholarcy wins on speed and value for money. Both pass our quality gate. The right pick is the one whose strengths match the job you're trying to do.

  1. Editorial fit
    Elicit59Scholarcy79
  2. Source quality
    Elicit52Scholarcy55
  3. Citation honesty
    Elicit70Scholarcy70
  4. Privacy controls
    Elicit46Scholarcy40
  5. Value for money
    Elicit56Scholarcy90
  6. Speed
    Elicit58Scholarcy70
  7. Integration
    Elicit75Scholarcy87
  8. Onboarding
    Elicit58Scholarcy70
  9. Reliability
    Elicit70Scholarcy70
  10. Feature depth
    Elicit100Scholarcy100
  11. Data portability
    Elicit55Scholarcy77
  12. Transparency
    Elicit100Scholarcy100
  13. Ecosystem reach
    Elicit75Scholarcy87
  14. Documentation
    Elicit52Scholarcy55
  15. Independence
    Elicit46Scholarcy40
  16. Affordability
    Elicit67Scholarcy79
Elicit · avg 65 · wins 2 of 160avg 73 · wins 10 of 16 · Scholarcy
EvidenceElicit 1 · Scholarcy 2
  1. 01Editorial fit
    59
    79
  2. 02Source quality
    52
    55
  3. 03Citation honesty
    70
    70
  4. 04Privacy controls
    46
    40
PrivacyElicit 0 · Scholarcy 4
  1. 05Value for money
    56
    90
  2. 06Speed
    58
    70
  3. 07Integration
    75
    87
  4. 08Onboarding
    58
    70
CapabilityElicit 0 · Scholarcy 1
  1. 09Reliability
    70
    70
  2. 10Feature depth
    100
    100
  3. 11Data portability
    55
    77
  4. 12Transparency
    100
    100
Cost & fitElicit 1 · Scholarcy 3
  1. 13Ecosystem reach
    75
    87
  2. 14Documentation
    52
    55
  3. 15Independence
    46
    40
  4. 16Affordability
    67
    79
CARD A · Elicit
Research assistant
Elicit
59/100
ROLEPaper discovery, evidence-table extraction, and systematic-review support
Editorial fit
59
Source quality
52
Citation honesty
70
Privacy controls
46
Value for money
56
Speed
58
FREEBasic
$49/MOPro
$169/MOScale
SolidVerified 2026-06-09VP·METHOD

Paper discovery, evidence-table extraction, and systematic-review support — 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.

CARD B · Scholarcy
Paper tools
Scholarcy
79/100
ROLEPaper-skimming and structured-summary assistant
Editorial fit
79
Source quality
55
Citation honesty
70
Privacy controls
40
Value for money
90
Speed
70
FREEExtension
CUSTOMLibrary
CUSTOMInstitutional
SolidVerified 2026-06-09VP·METHOD

Paper-skimming and structured-summary assistant — Paper and document summarization tool that turns PDFs, articles, chapters, webpages, and other sources into structured summary flashcards, smart highlights, bibliographies, literature matrices, exports, and saved library items.

Privacy facets

Where each card is actually private.

ElicitScholarcy
Training on your dataYesYes: Off by defaultUnknownUnknown: Not stated
EU data residencyPartialPartial: Enterprise tier onlyNoNo: Not documented
SOC 2 attestationNoNo: Not documentedNoNo: Not documented
Local-first by defaultNoNo: Cloud onlyNoNo: Cloud only
Capability split

What each card does uniquely.

Only Elicit11

  • 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

Shared0

No overlap detected.

Only Scholarcy13

  • PDF/article/chapter/webpage/video/document summarization
  • flashcards
  • smart highlighting
  • library
  • browser extension
  • Scholarcy API
  • free Article Summarizer 1 summary/day
  • 7-day paid trial
  • unlimited summaries on paid plans
  • bibliographies
  • literature matrix
  • exports
  • reference extraction
Failure modes

Where each card breaks.

Elicit

  • 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

Scholarcy

  • Summaries can omit caveats and methods details
  • Uploading publisher PDFs can raise copyright/license/privacy concerns
  • Scholarcy logs IP and URL or filename for processed files
  • Browser extension can expose reading behavior/page URLs
  • Invoice records retained 7 years after deletion for compliance
  • Good skim quality is not evidence extraction quality
Pricing

Pulled straight from each dossier.

Elicit

Research assistant
  • FREEBasic
  • $49/MOPro
  • $169/MOScale

raw · 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.

Scholarcy

Paper tools
  • FREEExtension
  • CUSTOMLibrary
  • CUSTOMInstitutional

raw · Free article summarizer allows up to 1 summary/day. Scholarcy offers a 7-day trial for paid use. Paid Scholarcy/Scholarcy Plus/Library subscriptions unlock unlimited summaries and more features; current public pricing should be verified live before publication.

Verdict

Which card to actually pick.

These cards sit in different sets (Research assistant vs Paper tools), so picking one over the other is mostly a question of which job you're doing. Elicit wins on privacy controls; Scholarcy wins on speed and value for money. Both pass our quality gate. The right pick is the one whose strengths match the job you're trying to do.

Open Elicit's dossierOpen Scholarcy's dossier
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