CodeRabbit vs Amazon SageMaker vs Visual Studio Code vs TuringMind AI

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

Your tool
CodeRabbit
vs
Competitor 1
Amazon SageMaker
Competitor 2
Visual Studio Code
Competitor 3
TuringMind AI
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Amazon SageMaker
aws.amazon.com
Amazon SageMaker is AWS's service for data, analytics and AI in one place.
Make main Remove
Competitor Visual Studio Code
code.visualstudio.com
Visual Studio Code is a free, open source code editor that runs on Windows, macOS and Linux and now includes built-in AI agents.
Make main Remove
Competitor TuringMind AI
turingmind.ai
Most code review tools scan diffs—then stop
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
—
883visits/mo
MoM change
▼ 22.7%
—
—
▼ 14.7%
6-month growth
+50.4%
—
—
—
Global rank web
#38,145
—
—
#14,495,180
Avg. last 3 months
1.2M
—
—
813
Bounce rate lower is better
49%
—
—
36%
Pages / visit
3.5
—
—
1.1
Visit duration
1m 55s
—
—
—
Traffic sources
● Direct 73% · ● Referral 24%
—
—
—
CodeRabbitAmazon SageMakerVisual Studio CodeTuringMind AI
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MTuringMind AI · 2KTuringMind AI · 523TuringMind AI · 1KTuringMind AI · 8831001K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MTuringMind AI · 2KTuringMind AI · 523TuringMind AI · 1KTuringMind AI · 883Nov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$24per month
Free
Free
$29per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
—
—
Free FreeQuick Scan $1.50Smart Review CustomCritical Review Custom
Capabilities input → output
Input
Code
CodeDataText
CodeText
Code
Output
CodeText
CodeData
Code
Text
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeResearch & AnalyticsAI Developer ToolsAI For Data Analytics
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
13
6
8
Code reviews
–
–
GitHub pull requests
–
–
Code analysis
–
–
Code security analysis
–
–
Developer tools
–
–
Agents
–
–
Code quality
–
–
Coding
–
–
–
Coding in VS Code
–
–
–
Model training
–
–
–
Vs code
–
–
–
Architectural feedback
–
–
–
Big data analytics
–
–
–
Cloud data management
–
–
–
Code documentation
–
–
–
Code security
–
–
–
Code testing
–
–
–
Data processing
–
–
–
Data science
–
–
–
Jupyter notebooks
–
–
–
Models management
–
–
–
AWS
–
–
–
Architectural pattern analysis
–
–
–
Debugging
–
–
–
Development
–
–
–
Fine-Tuning
–
–
–
LLM development
–
–
–
SQL
–
–
–
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.