ScienceOS vs CodingFleet vs Kilo Code vs Literfy

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

Your tool
ScienceOS
vs
Competitor 1
CodingFleet
Competitor 2
Kilo Code
Competitor 3
Literfy
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
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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 Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
Make main Remove
Competitor Literfy
literfy.ai
Literfy is an AI literature review generator that combines paper search with review writing in one workflow.
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Traffic estimated monthly website traffic
Monthly visits
64.9Kvisits/mo
138.8Kvisits/mo
1.9Kvisits/mo
6.3Kvisits/mo
MoM change
▼ 6.2%
▲ 37.7%
▼ 42.3%
▼ 44.6%
6-month growth
+1.2%
+130.9%
-94.4%
-70.3%
Global rank web
#464,304
#323,656
#4,668,091
#3,073,342
Avg. last 3 months
68.2K
101.4K
10.5K
11.1K
Bounce rate lower is better
39%
46%
34%
40%
Pages / visit
3.7
1.8
2.4
1.9
Visit duration
1m 37s
35s
19s
6s
Traffic sources
● Direct 98% · ● Mail 2%
● Direct 88% · ● Referral 10%
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ScienceOSCodingFleetKilo CodeLiterfy
0186.2K372.3K558.5K744.7KScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9KCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KLiterfy · 88Literfy · 21.4KLiterfy · 16.5KLiterfy · 39.8KLiterfy · 15.5KLiterfy · 11.4KLiterfy · 6.3K101001K10K100K1MScienceOS · 79.4KScienceOS · 75.1KScienceOS · 79.7KScienceOS · 64.1KScienceOS · 64.5KScienceOS · 56.4KScienceOS · 70.5KScienceOS · 69.2KScienceOS · 64.9KCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KLiterfy · 88Literfy · 21.4KLiterfy · 16.5KLiterfy · 39.8KLiterfy · 15.5KLiterfy · 11.4KLiterfy · 6.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
€7.25per month · free tier available
$7per month · free tier available
$20per month · free tier available
$19per month · free tier available
Free tier
Free trial
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API access
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Plans
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
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Free FreeLight Pack $19Pro Monthly $29/moPro Yearly $329/yr
Capabilities input → output
Input
DocumentsText
CodeText
CodeText
Text
Output
DataText
Code
Code
Text
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Research & AnalyticsAI Research PapersAI Research Tool
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Research & AnalyticsAI Research PapersAI Research Tool
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
5
11
Coding
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Research
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Scientific literature exploration
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Citations
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Research papers
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Literature reviews
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Scientific q a
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Academic research
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BibTeX conversion
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Coding in VS Code
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PDF analysis
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Python
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Writing outlines
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Academic citation
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Academic research gaps
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Code analysis
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Code explanations
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Code testing
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Debugging
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Development
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Literature analysis
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Network diagrams
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Research papers drafting
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Vs code
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
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Prompts
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.