llama.cpp vs Make vs Replicate 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
Replicate
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 Replicate
replicate.com
Run open-source AI without managing servers
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%
▼ 3.1%
▲ 47.7%
6-month growth
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-100.0%
-30.2%
+22.2%
Global rank web
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#7,796
#39,584
#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%
35%
48%
Pages / visit
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8.4
5.6
2.4
Visit duration
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7m 47s
5m 09s
1m 53s
Traffic sources
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● Direct 91% · ● Referral 6%
● Direct 92% · ● Referral 6%
● Direct 62% · ● Referral 38%
llama.cppMakeReplicateUnsloth AI
01.7M3.3M5M6.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Replicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 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 · 69Replicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 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
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Free
Free tier
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Free trial
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API access
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Plans
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Public Models Custom/usage-basedPrivate Models Custom/usage-based
Free FreePro Contact for pricingEnterprise Contact for pricing
Capabilities input → output
Input
TextImages
DataText
TextImages
DataTextImages
Output
Text
Apps
VideoTextImagesAudio
VideoTextImages
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
9
9
3
Developer tools
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LLM development
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API integrations
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APIs
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Fine-Tuning
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Local AI
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No-code
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Process automation
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Workflows
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Agent creation
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Agents
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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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Agent management
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Development
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Image generation
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Llama 3 on mac
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Marketing automation
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Video generation
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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
▲ 0
▲ 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.