Undermind vs CodingFleet vs CodeGPT vs ResearchRabbit

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
CodeGPT
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.
Remove
Competitor CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
Make main Remove
Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
Make main Remove
Competitor ResearchRabbit
researchrabbit.ai
AI-powered literature mapping
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
138.8Kvisits/mo
188.3Kvisits/mo
907.4Kvisits/mo
MoM change
—
▲ 37.7%
▲ 0.8%
▼ 17.3%
6-month growth
—
+130.9%
-37.2%
-22.2%
Global rank web
—
#323,656
#251,957
#51,921
Avg. last 3 months
—
101.4K
196.6K
992.4K
Bounce rate lower is better
—
46%
43%
43%
Pages / visit
—
1.8
1.9
3.1
Visit duration
—
35s
38s
2m 02s
Traffic sources
—
● Direct 88% · ● Referral 10%
● Direct 58% · ● Referral 42%
● Direct 91% · ● Referral 8%
UndermindCodingFleetCodeGPTResearchRabbit
0304.4K608.9K913.3K1.2MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KResearchRabbit · 1.1MResearchRabbit · 908.5KResearchRabbit · 939.4KResearchRabbit · 1MResearchRabbit · 1.2MResearchRabbit · 1.2MResearchRabbit · 1.2MResearchRabbit · 972.1KResearchRabbit · 1.1MResearchRabbit · 907.4K10K100K1M10MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KResearchRabbit · 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
$7per month · free tier available
$9per month · free tier available
$10per month · free tier available
Free tier
Free trial
–
API access
–
–
–
Plans
Free FreePro $16/moTeam $15/moEnterprise Custom
Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Plan $10/mo
Capabilities input → output
Input
Text
CodeText
CodeText
DocumentsText
Output
DataText
Code
Code
Data
Skill level
Intermediate
Intermediate
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
3
9
Coding
–
–
Research papers
–
–
Academic research
–
–
Literature analysis
–
–
Literature reviews
–
–
Scientific literature exploration
–
–
Research
–
–
Debugging
–
–
Citations
–
–
–
Python
–
–
–
Research assistance
–
–
–
Research papers analysis
–
–
–
Research recommendations
–
–
–
Scientific research
–
–
–
Scientific research navigation
–
–
–
Academic citation
–
–
–
Code explanations
–
–
–
Code testing
–
–
–
MCP
–
–
–
Research trends tracking
–
–
–
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
–
–
–
–

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.