ScienceOS vs Consensus vs CodingFleet vs AI Writer

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

Your tool
ScienceOS
vs
Competitor 1
Consensus
Competitor 2
CodingFleet
Competitor 3
AI Writer
Compare
4 tools · best value per row highlighted
Your tool ScienceOS
scienceos.ai
Researchers waste hours hunting through literature—piecing together fragments from different papers
Remove
Competitor Consensus
consensus.app
Scientific answers from peer-reviewed research
Make main Remove
Competitor CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
Make main Remove
Competitor AI Writer
ai-writer.com
Long-form content that passes as human-written
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
64.9Kvisits/mo
5.8Mvisits/mo
138.8Kvisits/mo
24.7Kvisits/mo
MoM change
▼ 6.2%
▲ 3.5%
▲ 37.7%
▲ 8.4%
6-month growth
+1.2%
+14.4%
+130.9%
+46.5%
Global rank web
#464,304
#9,859
#323,656
#1,194,734
Avg. last 3 months
68.2K
5.5M
101.4K
22.7K
Bounce rate lower is better
39%
43%
46%
42%
Pages / visit
3.7
4.1
1.8
2.1
Visit duration
1m 37s
3m 56s
35s
11s
Traffic sources
● Direct 98% · ● Mail 2%
● Direct 84% · ● Referral 14%
● Direct 88% · ● Referral 10%
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ScienceOSConsensusCodingFleetAI Writer
01.5M2.9M4.4M5.9MScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9KConsensus · 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 · 138.8KAI Writer · 17.4KAI Writer · 25.1KAI Writer · 26KAI Writer · 18.9KAI Writer · 16.9KAI Writer · 16.3KAI Writer · 18.4KAI Writer · 20.6KAI Writer · 22.8KAI Writer · 24.7K10K100K1M10MScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9KConsensus · 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 · 138.8KAI Writer · 17.4KAI Writer · 25.1KAI Writer · 26KAI Writer · 18.9KAI Writer · 16.9KAI Writer · 16.3KAI Writer · 18.4KAI Writer · 20.6KAI Writer · 22.8KAI Writer · 24.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Paid
Starting price
€7.25per month · free tier available
$8.99per month · free tier available
$7per month · free tier available
$24per month
Free tier
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Free trial
–
–
API access
–
–
–
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Plans
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
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Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Ready $29/moFor $49/moFor Ph $375/mo
Capabilities input → output
Input
DocumentsText
Text
CodeText
Text
Output
DataText
Text
Code
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Research & AnalyticsAI Research PapersAI Research Tool
Productivity & OfficeResearch & AnalyticsAI Research PapersAI Research Tool+1 more
Development & CodeAI Coding Assistant
Research & AnalyticsWriting & ContentAI Blog GeneratorAI Research Papers+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
8
5
12
Research
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Research papers
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Academic research
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Scientific literature exploration
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Citations
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Literature reviews
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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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Medical research
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–
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PDF analysis
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–
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Python
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–
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Research papers drafting
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Research papers summaries
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Scientific writing
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–
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Writing
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Academic writing
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Citation verification
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Code explanations
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Code testing
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Debugging
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Literature analysis
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Network diagrams
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
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.