Consensus vs OpenAI Codex CLI vs GitHub Copilot vs ScholarAI

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

Your tool
Consensus
vs
Competitor 1
OpenAI Codex CLI
Competitor 2
GitHub Copilot
Competitor 3
ScholarAI
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
Remove
Competitor OpenAI Codex CLI
developers.openai.com
OpenAI Codex CLI brings the Codex coding agent to the terminal and to scripts.
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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
106.2Kvisits/mo
MoM change
▲ 3.5%
—
▲ 3.7%
▼ 21.7%
6-month growth
+14.4%
—
+19.3%
-22.5%
Global rank web
#9,859
—
#49
#323,702
Avg. last 3 months
5.5M
—
629.7M
124.1K
Bounce rate lower is better
43%
—
36%
37%
Pages / visit
4.1
—
5.9
1.9
Visit duration
3m 56s
—
6m 26s
28s
Traffic sources
● Direct 84% · ● Referral 14%
—
● Direct 83% · ● Referral 15%
● Direct 64% · ● Referral 36%
ConsensusOpenAI Codex CLIGitHub CopilotScholarAI
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 · 637.9MScholarAI · 181.3KScholarAI · 142.6KScholarAI · 175.6KScholarAI · 132.3KScholarAI · 137KScholarAI · 146.3KScholarAI · 156.2KScholarAI · 130.6KScholarAI · 135.6KScholarAI · 106.2K100K1M10M100M1BConsensus · 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 · 637.9MScholarAI · 181.3KScholarAI · 142.6KScholarAI · 175.6KScholarAI · 132.3KScholarAI · 137KScholarAI · 146.3KScholarAI · 156.2KScholarAI · 130.6KScholarAI · 135.6KScholarAI · 106.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$8.99per month · free tier available
—
$4per month · free tier available
$9.99per month · free tier available
Free tier
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Free trial
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–
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API access
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–
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Plans
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GPT-6-Astra $10GPT-6.1-Sol $2GPT-6-Luna $0.10GPT-Live-1 $0.05/minute+1 more
Free FreeTeam $4/moEnterprise $21/mo
Free CustomBasic $9.99/moPremium $18.99/moTeams Custom
Capabilities input → output
Input
Text
CodeImagesText
CodeText
DocumentsText
Output
Text
Code
Code
Text
Skill level
Intermediate
Advanced
Intermediate
Beginner-friendly
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
4
9
9
Coding
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Research
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Research papers
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Academic research
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Research papers summaries
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Agents
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Literature reviews
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Terminal
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Academic citation
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Citations
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Code autocompletion
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–
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Search engine
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Citation formatting
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Code reviews
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Coding in VS Code
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Medical research
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Scientific research
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–
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Vs code
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–
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Agent management
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–
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Debugging
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–
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Developer tools
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–
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Research papers drafting
–
–
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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
2
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.