llama.cpp vs Ollama vs Replicate vs Thinking Machines Tinker
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
llama.cpp
vs llama.cpp
Competitor 1
Ollama
Ollama
Competitor 2
Replicate
Replicate
Competitor 3
Thinking Machines Tinker
Thinking Machines TinkerCompare
4 tools · best value per row highlighted
Your tool
llama.cpp
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.
Competitor
Ollama
Ollama
ollama.ai
Ollama is a tool designed to help users quickly and effortlessly set up and utilize large language m
Competitor
Thinking Machines Tinker
Thinking Machines Tinker
thinkingmachines.ai
A training API that hands control of model fine-tuning to researchers while someone else deals with the servers and scaling headaches
Traffic estimated monthly website traffic
Monthly visits
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36.7Kvisits/mo
1Mvisits/mo
1.1Mvisits/mo
MoM change
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▼ 36.9%
▼ 3.1%
▲ 181.3%
6-month growth
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+268.2%
-30.2%
+372.8%
Global rank web
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#906,857
#39,584
#55,584
Avg. last 3 months
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44.8K
1.1M
672K
Bounce rate lower is better
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42%
35%
51%
Pages / visit
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1.6
5.6
2.6
Visit duration
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14s
5m 09s
1m 57s
Traffic sources
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● Direct 99% · ● Referral 0%
● Direct 92% · ● Referral 6%
● Direct 81% · ● Referral 15%
llama.cppOllamaReplicateThinking Machines Tinker
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$20per month · free tier available
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Free tier
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–
Free trial
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–
–
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API access
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Plans
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Free FreePro $20/moMax $100/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Capabilities input → output
Input
TextImages
TextImagesCode
ImagesText
DataCode
Output
Text
TextCode
VideoTextImagesAudio
Text
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 3 shared · core partial
Tasks covered
7
7
9
4
Developer tools
APIs
LLM development
Local AI
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Large language models
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Models
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–
Fine-Tuning
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–
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API integrations
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Inference
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Model integration
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–
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Self hosted
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Development
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Image generation
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Llama 3 on mac
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–
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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
▲ 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.