Consensus vs CodingFleet vs ScienceOS vs Undermind

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

Your tool
Consensus
vs
Competitor 1
CodingFleet
Competitor 2
ScienceOS
Competitor 3
Undermind
Compare
4 tools · best value per row highlighted
Your tool Consensus
consensus.app
Scientific answers from peer-reviewed research
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Competitor CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
Make main Remove
Competitor ScienceOS
scienceos.ai
Researchers waste hours hunting through literature—piecing together fragments from different papers
Make main Remove
Competitor Undermind
undermind.ai
Undermind is an AI co-researcher for scientific literature.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
5.8Mvisits/mo
138.8Kvisits/mo
64.9Kvisits/mo
—
MoM change
▲ 3.5%
▲ 37.7%
▼ 6.2%
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6-month growth
+14.4%
+130.9%
+1.2%
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Global rank web
#9,859
#323,656
#464,304
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Avg. last 3 months
5.5M
101.4K
68.2K
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Bounce rate lower is better
43%
46%
39%
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Pages / visit
4.1
1.8
3.7
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Visit duration
3m 56s
35s
1m 37s
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Traffic sources
● Direct 84% · ● Referral 14%
● Direct 88% · ● Referral 10%
● Direct 98% · ● Mail 2%
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ConsensusCodingFleetScienceOSUndermind
01.5M2.9M4.4M5.9MConsensus · 4.4MConsensus · 4.1MConsensus · 3.9MConsensus · 4MConsensus · 5.1MConsensus · 5.9MConsensus · 5.7MConsensus · 5MConsensus · 5.6MConsensus · 5.8MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KScienceOS · 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 · 5.8MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KScienceOS · 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
$8.99per month · free tier available
$7per month · free tier available
€7.25per month · free tier available
$15per month · free tier available
Free tier
Free trial
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API access
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Plans
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Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Free FreePro $16/moTeam $15/moEnterprise Custom
Capabilities input → output
Input
Text
CodeText
DocumentsText
Text
Output
Text
Code
DataText
DataText
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI 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
8
11
Research
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Research papers
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Academic research
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Literature reviews
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Literature analysis
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Scientific literature exploration
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Scientific research
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Coding
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Scientific q a
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Search engine
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Citations
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Medical research
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PDF analysis
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Python
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Research assistance
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Research papers analysis
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Research papers summaries
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Academic citation
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Code explanations
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Code testing
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Debugging
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Network diagrams
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Research trends tracking
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
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no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
0
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Prompts
0
0
0
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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.