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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.
CardsModels

Compare · Card A / Card B·Head-to-head

ElicitvsConsensus

Both sit close together in the Research assistant set; editorial fit is within four points. Elicit wins on citation honesty and privacy controls; Consensus wins on 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 6 of 16
Consensus · avg
63
wins 5 of 16
Fields differ
11
of 16 dossier rows
Receipts
19
sources + bench notes

Checked 2026-06-09 · Elicit·Checked 2026-06-09 · Consensus

Dossier fields

Sixteen fields, side by side.

No.FieldElicitConsensus
01Status · Editorial quality gateSolidSolid
02Editorial fit · 0–100 score59 / 10058 / 100
03CategoryResearch assistantResearch assistant
04Primary surfaceProsumer SaaSConsumer app
05Modalities
  • Text
  • Data
  • Text
06Role in a stackPaper discovery, evidence-table extraction, and systematic-review supportCited academic Q&A and claim-level literature scanning
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
  • Fast yes/no or claim-shaped research questions that need peer-reviewed citations
  • Students who need a first-pass literature answer with links back to papers
  • Comparing paper-level evidence before deciding whether to run a deeper review
  • Users who want Research Agent style multi-step search planning and academic filters
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  • Your review data, uploaded PDFs, or unpublished documents cannot leave local infrastructure without a DPA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 need a full systematic-review workflow with reproducible search strings, screening audit trails, and PRISMA documentation
  • You plan to cite summaries without opening the underlying papers
  • Your topic depends heavily on books, policy documents, grey literature, or sources outside its scholarly corpus
  • You need a completely transparent ranking/corpus methodology for final evidence grading
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
  • AI academic search
  • cited answers
  • Research Agent
  • multi-step search planning
  • Pro Analysis
  • Ask Paper
  • advanced filters
  • paper lists
  • institution links
  • Zotero integration
  • incognito mode
  • history controls
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
  • AI summaries can over-compress uncertainty
  • Retrieval/ranking can make a field look settled
  • Academic-paper corpus can miss books, policy, and niche sources
  • Agent workflows can still miss important search terms
  • UX may encourage citing answer text instead of papers
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.
  • Ask 10 yes/no or claim-shaped literature questions in Consensus, Elicit, Google Scholar, and manual library search.
    Pending.
  • Use Research Agent for 5 complex multi-step research questions.
    Pending.
  • Test incognito mode, Zotero integration, institution links, history clearing, and account deletion.
    Pending.
14Alternatives tracked
  • Consensus
  • Scite
  • Semantic Scholar
  • Rayyan
  • Connected Papers
  • Elicit
  • Scite
  • Semantic Scholar
  • Perplexity
  • Connected Papers
15Pricing checked2026-06-092026-06-09
16Last verified2026-06-092026-06-09
16 metrics

Sixteen numbers, one shared midline.

ElicitvsConsensus

Both sit close together in the Research assistant set; editorial fit is within four points. Elicit wins on citation honesty and privacy controls; Consensus wins on 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
    Elicit59Consensus58
  2. Source quality
    Elicit52Consensus55
  3. Citation honesty
    Elicit70Consensus58
  4. Privacy controls
    Elicit46Consensus40
  5. Value for money
    Elicit56Consensus70
  6. Speed
    Elicit58Consensus58
  7. Integration
    Elicit75Consensus60
  8. Onboarding
    Elicit58Consensus58
  9. Reliability
    Elicit70Consensus70
  10. Feature depth
    Elicit100Consensus94
  11. Data portability
    Elicit55Consensus59
  12. Transparency
    Elicit100Consensus98
  13. Ecosystem reach
    Elicit75Consensus60
  14. Documentation
    Elicit52Consensus55
  15. Independence
    Elicit46Consensus40
  16. Affordability
    Elicit67Consensus71
Elicit · avg 65 · wins 6 of 160avg 63 · wins 5 of 16 · Consensus
EvidenceElicit 2 · Consensus 1
  1. 01Editorial fit
    59
    58
  2. 02Source quality
    52
    55
  3. 03Citation honesty
    70
    58
  4. 04Privacy controls
    46
    40
PrivacyElicit 1 · Consensus 1
  1. 05Value for money
    56
    70
  2. 06Speed
    58
    58
  3. 07Integration
    75
    60
  4. 08Onboarding
    58
    58
CapabilityElicit 1 · Consensus 1
  1. 09Reliability
    70
    70
  2. 10Feature depth
    100
    94
  3. 11Data portability
    55
    59
  4. 12Transparency
    100
    98
Cost & fitElicit 2 · Consensus 2
  1. 13Ecosystem reach
    75
    60
  2. 14Documentation
    52
    55
  3. 15Independence
    46
    40
  4. 16Affordability
    67
    71
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 · Consensus
Research assistant
Consensus
58/100
ROLECited academic Q&A and claim-level literature scanning
Editorial fit
58
Source quality
55
Citation honesty
58
Privacy controls
40
Value for money
70
Speed
58
FREEFree
$15/MOPro (monthly)
$120/YRPro (annual)
SolidVerified 2026-06-09VP·METHOD

Cited 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.

Privacy facets

Where each card is actually private.

ElicitConsensus
Training on your dataYesYes: Off by defaultYesYes: Off by default
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 Consensus12

  • AI academic search
  • cited answers
  • Research Agent
  • multi-step search planning
  • Pro Analysis
  • Ask Paper
  • advanced filters
  • paper lists
  • institution links
  • Zotero integration
  • incognito mode
  • history controls
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

Consensus

  • AI summaries can over-compress uncertainty
  • Retrieval/ranking can make a field look settled
  • Academic-paper corpus can miss books, policy, and niche sources
  • Agent workflows can still miss important search terms
  • UX may encourage citing answer text instead of papers
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.

Consensus

Research assistant
  • FREEFree
  • $15/MOPro (monthly)
  • $120/YRPro (annual)

raw · Current desk price note: Free · Pro $15/mo or $120/yr · Deep $65/mo or $540/yr · Teams custom · Enterprise custom · student discount on Pro with eligibility verification. Re-check live pricing before public publication because quotas and plan names can change.

Verdict

Which card to actually pick.

Both sit close together in the Research assistant set; editorial fit is within four points. Elicit wins on citation honesty and privacy controls; Consensus wins on 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 Consensus's dossier
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