Qdrant vs CodeGPT vs CodeRabbit vs Weaviate

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
CodeRabbit
Competitor 3
Weaviate
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 CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Weaviate
weaviate.io
Search that understands meaning
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
188.3Kvisits/mo
1Mvisits/mo
154.2Kvisits/mo
MoM change
▲ 0.3%
▲ 0.8%
▼ 22.7%
▼ 11.8%
6-month growth
-6.1%
-37.2%
+50.4%
-7.0%
Global rank web
#175,101
#251,957
#38,145
#293,589
Avg. last 3 months
306.8K
196.6K
1.2M
155.7K
Bounce rate lower is better
50%
43%
49%
41%
Pages / visit
1.8
1.9
3.5
1.9
Visit duration
1m 13s
38s
1m 55s
50s
Traffic sources
● Direct 75% · ● Referral 24%
● Direct 58% · ● Referral 42%
● Direct 73% · ● Referral 24%
● Direct 82% · ● Referral 18%
QdrantCodeGPTCodeRabbitWeaviate
0331.5K663K994.5K1.3MQdrant · 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 · 188.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2K100K1M10MQdrant · 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 · 188.3KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$9per month · free tier available
$24per month
$45per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
–
Plans
—
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeFlex $45/moPremium $0
Capabilities input → output
Input
Data
CodeText
Code
DataImagesText
Output
Data
Code
CodeText
Data
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
8
6
Vector databases
–
–
Databases
–
–
Developer tools
–
–
Development
–
–
Code reviews
–
–
–
Coding
–
–
–
GitHub pull requests
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Database search
–
–
–
Debugging
–
–
–
Vector indexes
–
–
–
APIs
–
–
–
Database management
–
–
–
Information retrieval
–
–
–
LLM development
–
–
–
MCP
–
–
–
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.