Paperguide vs Consensus vs CometAPI vs ScienceOS

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Paperguide
vs
Competitor 1
Consensus
Competitor 2
CometAPI
Competitor 3
ScienceOS
Compare
4 tools · best value per row highlighted
Your tool Paperguide
paperguide.ai
Remove
Competitor Consensus
consensus.app
Scientific answers from peer-reviewed research
Make main Remove
Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
Competitor ScienceOS
scienceos.ai
Researchers waste hours hunting through literature—piecing together fragments from different papers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
262.6Kvisits/mo
5.8Mvisits/mo
302.3Kvisits/mo
64.9Kvisits/mo
MoM change
▲ 4.7%
▲ 3.5%
▲ 9.9%
▼ 6.2%
6-month growth
+44.6%
+14.4%
-16.5%
+1.2%
Global rank web
#182,104
#9,859
#157,147
#464,304
Avg. last 3 months
266.5K
5.5M
295.7K
68.2K
Bounce rate lower is better
44%
43%
46%
39%
Pages / visit
2.3
4.1
2.9
3.7
Visit duration
1m 32s
3m 56s
38s
1m 37s
Traffic sources
● Direct 80% · ● Referral 14%
● Direct 84% · ● Referral 14%
● Direct 69% · ● Referral 30%
● Direct 98% · ● Mail 2%
PaperguideConsensusCometAPIScienceOS
01.5M2.9M4.4M5.9MPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6KConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9K10K100K1M10MPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6KConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$12per month · free tier available
$8.99per month · free tier available
$4per month · free tier available
€7.25per month · free tier available
Free tier
Free trial
–
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–
API access
–
–
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Plans
Free FreePlus $12/moPro $29/moEnterprise Custom
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Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Capabilities input → output
Input
DocumentsText
Text
ImagesText
DocumentsText
Output
DataDocumentsText
Text
ImagesTextVideo
DataText
Skill level
Beginner-friendly
Intermediate
Advanced
Intermediate
Categories
Research & AnalyticsAI Research PapersAI Research Tool
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI API
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
8
6
8
Research
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Research papers
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Literature reviews
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Academic research
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Citations
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Scientific literature exploration
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APIs
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LLM gateway
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Scientific q a
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Search engine
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API integrations
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Developer tools
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Medical research
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PDF analysis
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Research papers analysis
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Research papers summaries
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Scientific research
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Academic writing
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Image generation
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Literature analysis
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Network diagrams
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Research papers drafting
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Video generation
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Writing
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
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Prompts
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Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.