llama.cpp vs ZeroPath vs Replicate

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

Your tool
llama.cpp
vs
Competitor 1
ZeroPath
Competitor 2
Replicate
Competitor 3
Suggested competitors for llama.cpp: Thinking Machines Tinker90% Together AI89% Unsloth AI88% Fireworks AI88% LLaMA-Factory88% Vertex AI86% Novita AI86% Respan86%
Compare
3 tools · best value per row highlighted
Your tool 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.
Remove
Competitor ZeroPath
zeropath.com
Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
40.6Kvisits/mo
1Mvisits/mo
MoM change
—
▲ 16.1%
▼ 3.1%
6-month growth
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+50.1%
-30.2%
Global rank web
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#858,063
#39,584
Avg. last 3 months
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38.9K
1.1M
Bounce rate lower is better
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43%
35%
Pages / visit
—
1.7
5.6
Visit duration
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22s
5m 09s
Traffic sources
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● Direct 77% · ● Mail 18%
● Direct 92% · ● Referral 6%
llama.cppZeroPathReplicate
0415.2K830.4K1.2M1.7MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M10K100K1M10MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Starting price
Free
$1,000per month · free tier available
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Free tier
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Free trial
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–
API access
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–
Plans
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Team $1,000/moEnterprise CustomFree Proof of Value Free
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
ImagesText
Code
ImagesText
Output
Text
CodeText
AudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
8
9
APIs
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Developer tools
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LLM development
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Code security
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Code security analysis
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Cybersecurity vulnerabilities
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Vulnerability analysis
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API integrations
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Code analysis
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Code reviews
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Inference
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Models
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Cybersecurity
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Development
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Image generation
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Security automation
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
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.