Consensus vs GitHub Copilot CLI vs Paperguide vs ScienceOS

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

Your tool
Consensus
vs
Competitor 1
GitHub Copilot CLI
Competitor 2
Paperguide
Competitor 3
ScienceOS
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
Remove
Competitor GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
Make main Remove
Competitor Paperguide
paperguide.ai
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
5.8Mvisits/mo
—
262.6Kvisits/mo
64.9Kvisits/mo
MoM change
▲ 3.5%
—
▲ 4.7%
▼ 6.2%
6-month growth
+14.4%
—
+44.6%
+1.2%
Global rank web
#9,859
—
#182,104
#464,304
Avg. last 3 months
5.5M
—
266.5K
68.2K
Bounce rate lower is better
43%
—
44%
39%
Pages / visit
4.1
—
2.3
3.7
Visit duration
3m 56s
—
1m 32s
1m 37s
Traffic sources
● Direct 84% · ● Referral 14%
—
● Direct 80% · ● Referral 14%
● Direct 98% · ● Mail 2%
ConsensusGitHub Copilot CLIPaperguideScienceOS
01.5M2.9M4.4M5.9MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6KScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9K10K100K1M10MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6KScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$8.99per month · free tier available
Free
$12per month · free tier available
€7.25per month · free tier available
Free tier
Free trial
–
–
–
–
API access
–
–
–
–
Plans
—
—
Free FreePlus $12/moPro $29/moEnterprise Custom
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Capabilities input → output
Input
Text
CodeText
DocumentsText
DocumentsText
Output
Text
Code
DataDocumentsText
DataText
Skill level
Intermediate
Intermediate
Beginner-friendly
Intermediate
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Research & AnalyticsAI Research PapersAI Research Tool
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
10
8
Research
–
Research papers
–
Literature reviews
–
–
Academic research
–
–
Citations
–
–
Scientific literature exploration
–
–
Coding
–
–
–
Scientific q a
–
–
–
Search engine
–
–
–
Agents
–
–
–
GitHub pull requests
–
–
–
Medical research
–
–
–
PDF analysis
–
–
–
Research papers analysis
–
–
–
Research papers summaries
–
–
–
Scientific research
–
–
–
Academic writing
–
–
–
Developer tools
–
–
–
GitHub management
–
–
–
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.