llama.cpp vs Make vs Dify vs Unsloth AI

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

Your tool
llama.cpp
vs
Competitor 1
Make
Competitor 2
Dify
Competitor 3
Unsloth AI
Compare
4 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 Make
make.com
Visual automation for complex workflows
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
Competitor Unsloth AI
unsloth.ai
A machine learning engineer needs to fine-tune Llama 3 on a single NVIDIA T4 GPU but keeps hitting out-of-memory errors
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
69visits/mo
1Mvisits/mo
1.5Mvisits/mo
MoM change
—
▼ 100.0%
▼ 16.6%
▲ 47.7%
6-month growth
—
-100.0%
-30.6%
+22.2%
Global rank web
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#7,796
#39,510
#57,929
Avg. last 3 months
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3.7M
1.1M
1.3M
Bounce rate lower is better
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30%
41%
48%
Pages / visit
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8.4
4.4
2.4
Visit duration
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7m 47s
6m 40s
1m 53s
Traffic sources
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● Direct 91% · ● Referral 6%
● Direct 84% · ● Referral 15%
● Direct 62% · ● Referral 38%
llama.cppMakeDifyUnsloth AI
01.7M3.3M5M6.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5M101001K10K100K1M10MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Dify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$6per month · free tier available
$590per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
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Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreePro Contact for pricingEnterprise Contact for pricing
Capabilities input → output
Input
ImagesText
DataText
DocumentsText
DataImagesText
Output
Text
Apps
Apps
ImagesTextVideo
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
9
9
3
LLM development
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Developer tools
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No-code
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Workflows
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Agent creation
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Agents
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Fine-Tuning
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Local AI
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Process automation
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API integrations
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Chatbots
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Large language models
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Self hosted
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APIs
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Agent management
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Development
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Llama 3 on mac
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Marketing automation
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Productivity
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Zapier assistance
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
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.