Chroma vs CodeRabbit vs Augment Code vs GitHub Copilot

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

Your tool
Chroma
vs
Competitor 1
CodeRabbit
Competitor 2
Augment Code
Competitor 3
GitHub Copilot
Compare
4 tools · best value per row highlighted
Your tool Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
—
637.9Mvisits/mo
MoM change
—
▼ 22.7%
—
▲ 3.7%
6-month growth
—
+50.4%
—
+19.3%
Global rank web
—
#38,145
—
#49
Avg. last 3 months
—
1.2M
—
629.7M
Bounce rate lower is better
—
49%
—
36%
Pages / visit
—
3.5
—
5.9
Visit duration
—
1m 55s
—
6m 26s
Traffic sources
—
● Direct 73% · ● Referral 24%
—
● Direct 83% · ● Referral 15%
ChromaCodeRabbitAugment CodeGitHub Copilot
0159.5M318.9M478.4M637.9MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M100K1M10M100M1BCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$250per month · free tier available
$24per month
$20per month
$4per month · free tier available
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Starter FreeTeam $250/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Standard $20/moBusiness $100/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
DataText
Code
CodeText
CodeText
Output
Data
CodeText
Code
Code
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
6
9
Code reviews
–
Coding
–
–
Agents
–
–
Code testing
–
–
Code autocompletion
–
–
–
GitHub pull requests
–
–
–
Vector databases
–
–
–
Vector indexes
–
–
–
Code analysis
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Coding in VS Code
–
–
–
Developer tools
–
–
–
RAG
–
–
–
Self hosted
–
–
–
Testing
–
–
–
Vs code
–
–
–
Agent creation
–
–
–
Agent management
–
–
–
Debugging
–
–
–
Development
–
–
–
LLM development
–
–
–
Terminal
–
–
–
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
2
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.