Undermind vs CodingFleet vs CodeRabbit vs CodeGPT

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

Your tool
Undermind
vs
Competitor 1
CodingFleet
Competitor 2
CodeRabbit
Competitor 3
CodeGPT
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 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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Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
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Traffic estimated monthly website traffic
Monthly visits
—
138.8Kvisits/mo
1Mvisits/mo
188.3Kvisits/mo
MoM change
—
▲ 37.7%
▼ 22.7%
▲ 0.8%
6-month growth
—
+130.9%
+50.4%
-37.2%
Global rank web
—
#323,656
#38,145
#251,957
Avg. last 3 months
—
101.4K
1.2M
196.6K
Bounce rate lower is better
—
46%
49%
43%
Pages / visit
—
1.8
3.5
1.9
Visit duration
—
35s
1m 55s
38s
Traffic sources
—
● Direct 88% · ● Referral 10%
● Direct 73% · ● Referral 24%
● Direct 58% · ● Referral 42%
UndermindCodingFleetCodeRabbitCodeGPT
0331.5K663K994.5K1.3MCodingFleet · 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 · 1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3K10K100K1M10MCodingFleet · 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 · 1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$15per month · free tier available
$7per month · free tier available
$24per month
$9per month · free tier available
Free tier
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Free trial
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API access
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–
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Plans
Free FreePro $16/moTeam $15/moEnterprise Custom
Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Capabilities input → output
Input
Text
CodeText
Code
CodeText
Output
DataText
Code
CodeText
Code
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Research & AnalyticsAI Research PapersAI Research Tool
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
11
5
8
3
Coding
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–
Code testing
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Debugging
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Academic research
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–
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Code reviews
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GitHub pull requests
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Literature analysis
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Literature reviews
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Research papers
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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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Python
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Research
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Research assistance
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Research papers analysis
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Scientific literature exploration
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Scientific research
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Academic citation
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Code explanations
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Development
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MCP
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–
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Research trends tracking
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–
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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.