LinearB gitStream vs llama.cpp vs Replicate vs Semgrep Assistant

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

Your tool
LinearB gitStream
vs
Competitor 1
llama.cpp
Competitor 2
Replicate
Competitor 3
Semgrep Assistant
Compare
4 tools · best value per row highlighted
Your tool LinearB gitStream
linearb.io
LinearB gitStream is a pull request automation and AI code review product from LinearB.
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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.
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
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Competitor Semgrep Assistant
semgrep.dev
Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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1Mvisits/mo
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MoM change
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▼ 3.1%
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6-month growth
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-30.2%
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Global rank web
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#39,584
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Avg. last 3 months
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1.1M
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Bounce rate lower is better
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35%
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Pages / visit
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5.6
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Visit duration
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5m 09s
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Traffic sources
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● Direct 92% · ● Referral 6%
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LinearB gitStreamllama.cppReplicateSemgrep Assistant
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Free
Freemium
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Starting price
$29per month
Free
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Free tier
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Free trial
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API access
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Plans
Essentials $29/moEnterprise $59/mo
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Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Capabilities input → output
Input
Code
ImagesText
ImagesText
Code
Output
Text
Text
AudioImagesTextVideo
CodeText
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
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7
9
7
Developer tools
APIs
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Code reviews
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Code security analysis
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LLM development
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Code security
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Local AI
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API integrations
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GitHub automation
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GitHub pull requests
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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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Vulnerability analysis
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Agents
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Code explanations
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Code validation
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Development
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Image generation
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Llama 3 on mac
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Pipeline optimization
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Video generation
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Workflow optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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Reviews
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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.