Undermind vs Kilo Code vs CodingFleet vs ResearchRabbit

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

Your tool
Undermind
vs
Competitor 1
Kilo Code
Competitor 2
CodingFleet
Competitor 3
ResearchRabbit
Compare
4 tools · best value per row highlighted
Your tool Undermind
undermind.ai
Undermind is an AI co-researcher for scientific literature.
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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.
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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 ResearchRabbit
researchrabbit.ai
AI-powered literature mapping
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Traffic estimated monthly website traffic
Monthly visits
—
1.9Kvisits/mo
138.8Kvisits/mo
907.4Kvisits/mo
MoM change
—
▼ 42.3%
▲ 37.7%
▼ 17.3%
6-month growth
—
-94.4%
+130.9%
-22.2%
Global rank web
—
#4,668,091
#323,656
#51,921
Avg. last 3 months
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10.5K
101.4K
992.4K
Bounce rate lower is better
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34%
46%
43%
Pages / visit
—
2.4
1.8
3.1
Visit duration
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19s
35s
2m 02s
Traffic sources
—
—
● Direct 88% · ● Referral 10%
● Direct 91% · ● Referral 8%
UndermindKilo CodeCodingFleetResearchRabbit
0304.4K608.9K913.3K1.2MKilo 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 · 1.9KCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KResearchRabbit · 1.1MResearchRabbit · 908.5KResearchRabbit · 939.4KResearchRabbit · 1MResearchRabbit · 1.2MResearchRabbit · 1.2MResearchRabbit · 1.2MResearchRabbit · 972.1KResearchRabbit · 1.1MResearchRabbit · 907.4K1K10K100K1M10MKilo 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 · 1.9KCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KResearchRabbit · 1.1MResearchRabbit · 908.5KResearchRabbit · 939.4KResearchRabbit · 1MResearchRabbit · 1.2MResearchRabbit · 1.2MResearchRabbit · 1.2MResearchRabbit · 972.1KResearchRabbit · 1.1MResearchRabbit · 907.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$15per month · free tier available
$20per month · free tier available
$7per month · free tier available
$10per month · free tier available
Free tier
Free trial
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API access
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–
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Plans
Free FreePro $16/moTeam $15/moEnterprise Custom
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Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Plan $10/mo
Capabilities input → output
Input
Text
CodeText
CodeText
DocumentsText
Output
DataText
Code
Code
Data
Skill level
Intermediate
Advanced
Intermediate
Beginner-friendly
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
11
5
5
9
Coding
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Research papers
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Academic research
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Literature analysis
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Literature reviews
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Scientific literature exploration
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Research
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Citations
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Coding in VS Code
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Python
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Research assistance
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Research papers analysis
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Research recommendations
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Scientific research
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Scientific research navigation
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Academic citation
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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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Research trends tracking
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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
▲ 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.