Consensus vs Connected Papers vs ScienceOS vs Paperguide
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Consensus
vs Consensus
Competitor 1
Connected Papers
Connected Papers
Competitor 2
ScienceOS
ScienceOS
Competitor 3
Paperguide
PaperguideCompare
4 tools · best value per row highlighted
Competitor
ScienceOS
ScienceOS
scienceos.ai
Researchers waste hours hunting through literature—piecing together fragments from different papers
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
600.7Kvisits/mo
64.9Kvisits/mo
262.6Kvisits/mo
MoM change
▲ 3.5%
▼ 18.7%
▼ 6.2%
▲ 4.7%
6-month growth
+14.4%
-34.0%
+1.2%
+44.6%
Global rank web
#9,859
#76,429
#464,304
#182,104
Avg. last 3 months
5.5M
709.4K
68.2K
266.5K
Bounce rate lower is better
43%
44%
39%
44%
Pages / visit
4.1
2.7
3.7
2.3
Visit duration
3m 56s
2m 05s
1m 37s
1m 32s
Traffic sources
● Direct 84% · ● Referral 14%
● Direct 74% · ● Referral 24%
● Direct 98% · ● Mail 2%
● Direct 80% · ● Referral 14%
ConsensusConnected PapersScienceOSPaperguide
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$8.99per month · free tier available
$6per month · free tier available
€7.25per month · free tier available
$12per month · free tier available
Free tier
Free trial
–
–
–
–
API access
–
–
–
–
Plans
—
—
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Free FreePlus $12/moPro $29/moEnterprise Custom
Capabilities input → output
Input
Text
TextWeb pages
DocumentsText
DocumentsText
Output
Text
Data
DataText
DataDocumentsText
Skill level
Intermediate
Beginner-friendly
Intermediate
Beginner-friendly
Categories
Tasks what each tool can do · 2 shared · core partial
Tasks covered
8
7
8
10
Research
Research papers
Academic research
–
Literature reviews
–
Citations
–
–
Research papers analysis
–
–
Scientific literature exploration
–
–
Scientific q a
–
–
–
Scientific research navigation
–
–
–
Search engine
–
–
–
Medical research
–
–
–
PDF analysis
–
–
–
Research papers summaries
–
–
–
Research recommendations
–
–
–
Scientific research
–
–
–
Academic writing
–
–
–
Literature analysis
–
–
–
Network diagrams
–
–
–
Research papers drafting
–
–
–
Writing
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–
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.