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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

Connected PapersvsConsensus

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

Connected Papers · avg
67
wins 6 of 16
Consensus · avg
63
wins 3 of 16
Fields differ
11
of 16 dossier rows
Receipts
16
sources + bench notes

Checked 2026-06-09 · Connected Papers·Checked 2026-06-09 · Consensus

Dossier fields

Sixteen fields, side by side.

No.FieldConnected PapersConsensus
01Status · Editorial quality gateSolidSolid
02Editorial fit · 0–100 score75 / 10058 / 100
03CategoryAcademic discoveryResearch assistant
04Primary surfaceConsumer appConsumer app
05Modalities
  • Text
  • Data
  • Text
06Role in a stackVisual literature mapping and seed-paper explorationCited academic Q&A and claim-level literature scanning
07Best for
  • Getting a visual overview of a new academic field from one known paper
  • Finding prior and derivative works around a seed article
  • Students who need a lightweight map before deeper database searching
  • Labs, groups, and libraries that want a simple visual literature analysis surface
  • 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 exhaustive systematic-search recall or PRISMA audit trails
  • Your topic depends on books, niche non-English work, very new work, or metadata outside the graph’s coverage
  • You need more than five graphs/month but cannot justify Academic/Business pricing
  • You interpret graph proximity as relevance without reading abstracts, methods, and citations
  • 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
  • Similarity graphs
  • prior works
  • derivative works
  • multi-origin graphs
  • saved papers
  • graph history
  • Semantic Scholar Paper Corpus / S2 ORC basis
  • hundreds of millions of papers across scientific fields
  • free 5 graphs/month
  • Academic/Business unlimited plans
  • group plans
  • Academic Library 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
  • Graphs can over-represent well-cited papers
  • Visual proximity can imply relevance prematurely
  • Underlying Semantic Scholar/S2 ORC corpus gaps become graph blind spots
  • Free quota constrains exploration
  • Search queries, seed papers, saved papers, and graph history expose research interests
  • Group/library access does not solve methodological completeness
  • 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
  • Run five seed papers through Connected Papers, Research Rabbit, and Litmaps.
    Pending.
  • Compare how far the free 5-graph quota gets a student through a realistic literature-scoping assignment.
    Pending.
  • Use seeds in fields with books, non-English papers, and new preprints to inspect missing material.
    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
  • Research Rabbit
  • Litmaps
  • Semantic Scholar
  • VOSviewer
  • Elicit
  • 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.

Connected PapersvsConsensus

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

  1. Editorial fit
    Connected Papers75Consensus58
  2. Source quality
    Connected Papers55Consensus55
  3. Citation honesty
    Connected Papers66Consensus58
  4. Privacy controls
    Connected Papers36Consensus40
  5. Value for money
    Connected Papers90Consensus70
  6. Speed
    Connected Papers70Consensus58
  7. Integration
    Connected Papers61Consensus60
  8. Onboarding
    Connected Papers70Consensus58
  9. Reliability
    Connected Papers70Consensus70
  10. Feature depth
    Connected Papers94Consensus94
  11. Data portability
    Connected Papers49Consensus59
  12. Transparency
    Connected Papers98Consensus98
  13. Ecosystem reach
    Connected Papers61Consensus60
  14. Documentation
    Connected Papers55Consensus55
  15. Independence
    Connected Papers36Consensus40
  16. Affordability
    Connected Papers89Consensus71
Connected Papers · avg 67 · wins 6 of 160avg 63 · wins 3 of 16 · Consensus
EvidenceConnected Papers 2 · Consensus 1
  1. 01Editorial fit
    75
    58
  2. 02Source quality
    55
    55
  3. 03Citation honesty
    66
    58
  4. 04Privacy controls
    36
    40
PrivacyConnected Papers 3 · Consensus 0
  1. 05Value for money
    90
    70
  2. 06Speed
    70
    58
  3. 07Integration
    61
    60
  4. 08Onboarding
    70
    58
CapabilityConnected Papers 0 · Consensus 1
  1. 09Reliability
    70
    70
  2. 10Feature depth
    94
    94
  3. 11Data portability
    49
    59
  4. 12Transparency
    98
    98
Cost & fitConnected Papers 1 · Consensus 1
  1. 13Ecosystem reach
    61
    60
  2. 14Documentation
    55
    55
  3. 15Independence
    36
    40
  4. 16Affordability
    89
    71
CARD A · Connected Papers
Academic discovery
Connected Papers
75/100
ROLEVisual literature mapping and seed-paper exploration
Editorial fit
75
Source quality
55
Citation honesty
66
Privacy controls
36
Value for money
90
Speed
70
FREEFree
CUSTOMAcademic
CUSTOMBusiness
SolidVerified 2026-06-09VP·METHOD

Visual 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.

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.

Connected PapersConsensus
Training on your dataUnknownUnknown: Not statedYesYes: Off by default
EU data residencyNoNo: Not documentedNoNo: 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 Connected Papers12

  • Similarity graphs
  • prior works
  • derivative works
  • multi-origin graphs
  • saved papers
  • graph history
  • Semantic Scholar Paper Corpus / S2 ORC basis
  • hundreds of millions of papers across scientific fields
  • free 5 graphs/month
  • Academic/Business unlimited plans
  • group plans
  • Academic Library 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.

Connected Papers

  • Graphs can over-represent well-cited papers
  • Visual proximity can imply relevance prematurely
  • Underlying Semantic Scholar/S2 ORC corpus gaps become graph blind spots
  • Free quota constrains exploration
  • Search queries, seed papers, saved papers, and graph history expose research interests
  • Group/library access does not solve methodological completeness

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.

Connected Papers

Academic discovery
  • FREEFree
  • CUSTOMAcademic
  • CUSTOMBusiness

raw · Free: 5 graphs/month with all features. Academic and Business: unlimited graphs/all features. Group plans add seat management and single invoice. Academic Library offers unlimited graphs, all features, open access for students/staff, and email/IP/SSO access options.

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.

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

Open Connected Papers's dossierOpen Consensus's dossier
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