CodeRabbit vs llama.cpp vs Augment Code vs Replicate

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

Your tool
CodeRabbit
vs
Competitor 1
llama.cpp
Competitor 2
Augment Code
Competitor 3
Replicate
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
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 Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
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1Mvisits/mo
MoM change
▼ 22.7%
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▼ 3.1%
6-month growth
+50.4%
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-30.2%
Global rank web
#38,145
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#39,584
Avg. last 3 months
1.2M
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1.1M
Bounce rate lower is better
49%
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35%
Pages / visit
3.5
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5.6
Visit duration
1m 55s
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5m 09s
Traffic sources
● Direct 73% · ● Referral 24%
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● Direct 92% · ● Referral 6%
CodeRabbitllama.cppAugment CodeReplicate
0415.2K830.4K1.2M1.7MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Paid
Freemium
Starting price
$24per month
Free
$20per month
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Free tier
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Free trial
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API access
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Standard $20/moBusiness $100/moEnterprise Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
Code
ImagesText
CodeText
ImagesText
Output
CodeText
Text
Code
AudioImagesTextVideo
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
7
6
9
Code reviews
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APIs
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Developer tools
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Code testing
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LLM development
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Development
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Coding
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GitHub pull requests
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Local AI
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API integrations
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Agents
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Code analysis
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Code documentation
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Code quality
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Code security analysis
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Inference
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Large language models
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Models
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Self hosted
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Testing
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Agent creation
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Image generation
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Llama 3 on mac
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
0
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Prompts
0
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Verified listing
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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.