Qdrant vs CodeGPT vs Kimi Code vs Mintlify

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

Your tool
Qdrant
vs
Competitor 1
CodeGPT
Competitor 2
Kimi Code
Competitor 3
Mintlify
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
Remove
Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
Make main Remove
Competitor Kimi Code
kimi.com
Writing code means constantly jumping between your editor and browser tabs stuffed with documentation
Make main Remove
Competitor Mintlify
mintlify.com
Documentation that writes itself from your code
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
188.3Kvisits/mo
60.1Mvisits/mo
387.9Kvisits/mo
MoM change
▲ 0.3%
▲ 0.8%
▲ 52.2%
▲ 4.0%
6-month growth
-6.1%
-37.2%
+33.8%
-37.3%
Global rank web
#175,101
#251,957
#852
#114,864
Avg. last 3 months
306.8K
196.6K
48.3M
367.8K
Bounce rate lower is better
50%
43%
37%
47%
Pages / visit
1.8
1.9
3.9
3.5
Visit duration
1m 13s
38s
7m 13s
1m 51s
Traffic sources
● Direct 75% · ● Referral 24%
● Direct 58% · ● Referral 42%
● Direct 89% · ● Referral 10%
● Direct 74% · ● Referral 25%
QdrantCodeGPTKimi CodeMintlify
015M30.1M45.1M60.1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KKimi Code · 43.3MKimi Code · 38.2MKimi Code · 33.5MKimi Code · 44.9MKimi Code · 48.1MKimi Code · 43MKimi Code · 45.3MKimi Code · 39.5MKimi Code · 60.1MMintlify · 373.1KMintlify · 331.3KMintlify · 338.6KMintlify · 353.9KMintlify · 618.3KMintlify · 1.4MMintlify · 718.1KMintlify · 342.3KMintlify · 373.1KMintlify · 387.9K100K1M10M100MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KKimi Code · 43.3MKimi Code · 38.2MKimi Code · 33.5MKimi Code · 44.9MKimi Code · 48.1MKimi Code · 43MKimi Code · 45.3MKimi Code · 39.5MKimi Code · 60.1MMintlify · 373.1KMintlify · 331.3KMintlify · 338.6KMintlify · 353.9KMintlify · 618.3KMintlify · 1.4MMintlify · 718.1KMintlify · 342.3KMintlify · 373.1KMintlify · 387.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$9per month · free tier available
$15per month · free tier available
$450per month · free tier available
Free tier
Free trial
–
–
–
–
API access
–
–
–
Plans
—
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Adagio FreePlus $15/moPro $31/moMax $79/mo+1 more
Starter FreePro $450/moEnterprise Custom
Capabilities input → output
Input
Data
CodeText
CodeText
CodeText
Output
Data
Code
Code
Documents
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI Developer ToolsAI Documents Generator
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
6
5
Developer tools
–
Coding
–
–
Debugging
–
–
Development
–
–
Code documentation
–
–
–
Vector databases
–
–
–
Writing documentation
–
–
–
Database search
–
–
–
Databases
–
–
–
Refactoring
–
–
–
Vector indexes
–
–
–
Database management
–
–
–
Developer assistance
–
–
–
Documents
–
–
–
MCP
–
–
–
Shell commands
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.