Consensus vs GitHub Copilot vs Windsurf vs ScholarAI

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

Your tool
Consensus
vs
Competitor 1
GitHub Copilot
Competitor 2
Windsurf
Competitor 3
ScholarAI
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
Make main Remove
Competitor ScholarAI
scholarai.io
Research in conversations
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
637.9Mvisits/mo
29.6Kvisits/mo
106.2Kvisits/mo
MoM change
▲ 3.5%
▲ 3.7%
▲ 7.8%
▼ 21.7%
6-month growth
+14.4%
+19.3%
+122.1%
-22.5%
Global rank web
#9,859
#49
#1,172,623
#323,702
Avg. last 3 months
5.5M
629.7M
26.9K
124.1K
Bounce rate lower is better
43%
36%
50%
37%
Pages / visit
4.1
5.9
1.3
1.9
Visit duration
3m 56s
6m 26s
13s
28s
Traffic sources
● Direct 84% · ● Referral 14%
● Direct 83% · ● Referral 15%
—
● Direct 64% · ● Referral 36%
ConsensusGitHub CopilotWindsurfScholarAI
0159.5M318.9M478.4M637.9MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KScholarAI · 181.3KScholarAI · 142.6KScholarAI · 175.6KScholarAI · 132.3KScholarAI · 137KScholarAI · 146.3KScholarAI · 156.2KScholarAI · 130.6KScholarAI · 135.6KScholarAI · 106.2K10K100K1M10M100M1BConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KScholarAI · 181.3KScholarAI · 142.6KScholarAI · 175.6KScholarAI · 132.3KScholarAI · 137KScholarAI · 146.3KScholarAI · 156.2KScholarAI · 130.6KScholarAI · 135.6KScholarAI · 106.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$8.99per month · free tier available
$4per month · free tier available
$20per month · free tier available
$9.99per month · free tier available
Free tier
Free trial
–
–
–
API access
–
–
–
–
Plans
—
Free FreeTeam $4/moEnterprise $21/mo
Free FreePro $20/moMax $200/moTeams $80/mo
Free CustomBasic $9.99/moPremium $18.99/moTeams Custom
Capabilities input → output
Input
Text
CodeText
CodeText
DocumentsText
Output
Text
Code
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Beginner-friendly
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
9
8
9
Code autocompletion
–
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Coding
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–
Research
–
–
Research papers
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–
Academic research
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–
Agents
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Research papers summaries
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–
Agent management
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–
Literature reviews
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–
Code reviews
–
–
Debugging
–
–
Academic citation
–
–
–
Citations
–
–
–
Search engine
–
–
–
Citation formatting
–
–
–
Coding in VS Code
–
–
–
Developer tools
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–
–
Medical research
–
–
–
Scientific research
–
–
–
Vs code
–
–
–
GitHub pull requests
–
–
–
Research papers drafting
–
–
–
Terminal
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
0
0
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.