Continue vs ScienceOS vs CodingFleet vs CodeRabbit

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

Your tool
Continue
vs
Competitor 1
ScienceOS
Competitor 2
CodingFleet
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool Continue
continue.dev
Continue is an open-source AI coding agent that was built by a community of developers and has since been acquired by Cursor.
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Competitor 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
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Traffic estimated monthly website traffic
Monthly visits
410.4Kvisits/mo
64.9Kvisits/mo
138.8Kvisits/mo
1Mvisits/mo
MoM change
▼ 16.6%
▼ 6.2%
▲ 37.7%
▼ 22.7%
6-month growth
-24.4%
+1.2%
+130.9%
+50.4%
Global rank web
#106,338
#464,304
#323,656
#38,145
Avg. last 3 months
539.2K
68.2K
101.4K
1.2M
Bounce rate lower is better
48%
39%
46%
49%
Pages / visit
2.4
3.7
1.8
3.5
Visit duration
1m 44s
1m 37s
35s
1m 55s
Traffic sources
● Direct 93% · ● Referral 6%
● Direct 98% · ● Mail 2%
● Direct 88% · ● Referral 10%
● Direct 73% · ● Referral 24%
ContinueScienceOSCodingFleetCodeRabbit
0331.5K663K994.5K1.3MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KScienceOS · 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 · 138.8KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M10K100K1M10MContinue · 391.5KContinue · 458.8KContinue · 453.4KContinue · 422.2KContinue · 543.1KContinue · 655.7KContinue · 775.3KContinue · 715.2KContinue · 492KContinue · 410.4KScienceOS · 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 · 138.8KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
€7.25per month · free tier available
$7per month · free tier available
$24per month
Free tier
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Free trial
–
–
API access
–
–
–
–
Plans
—
Free FreeAngel €7.25/moTeam €6/moInstitution Custom
Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeText
DocumentsText
CodeText
Code
Output
Code
DataText
Code
CodeText
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Research & AnalyticsAI Research PapersAI Research Tool
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
8
5
8
Coding
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Code reviews
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Code testing
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Development
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GitHub pull requests
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Research
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Scientific q a
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Citations
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Code analysis
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Code documentation
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Code quality
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Code security analysis
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PDF analysis
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Python
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Research papers
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Scientific literature exploration
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Code explanations
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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
▲ 0
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.