llama.cpp vs FastBots vs ChatNode 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
Competitor 1
FastBots
Competitor 2
ChatNode
Competitor 3
Thinking Machines Tinker
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.
Competitor FastBots
fastbots.ai
FastBots is a no-code platform for building AI-powered chatbots trained on your own business data
Competitor ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
Competitor 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
—
110.6Kvisits/mo
7.9Kvisits/mo
1.1Mvisits/mo
MoM change
—
▲ 6.8%
▼ 56.0%
▲ 181.3%
6-month growth
—
+13.2%
-13.9%
+372.8%
Global rank web
—
#400,314
#1,061,283
#55,584
Avg. last 3 months
—
101.3K
12.2K
672K
Bounce rate lower is better
—
39%
39%
51%
Pages / visit
—
1.8
4.9
2.6
Visit duration
—
7s
2m 20s
1m 57s
Traffic sources
—
● Direct 77% · ● Referral 18%
● Direct 97% · ● Mail 3%
● Direct 81% · ● Referral 15%
llama.cppFastBotsChatNodeThinking Machines Tinker
0264.4K528.7K793.1K1.1MFastBots · 140.5KFastBots · 136.4KFastBots · 156.8KFastBots · 130.4KFastBots · 97.7KFastBots · 79.1KFastBots · 68KFastBots · 89.9KFastBots · 103.5KFastBots · 110.6KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KThinking Machines Tinker · 421.8KThinking Machines Tinker · 345.6KThinking Machines Tinker · 223.7KThinking Machines Tinker · 298.7KThinking Machines Tinker · 303.2KThinking Machines Tinker · 582.5KThinking Machines Tinker · 375.9KThinking Machines Tinker · 1.1M1K10K100K1M10MFastBots · 140.5KFastBots · 136.4KFastBots · 156.8KFastBots · 130.4KFastBots · 97.7KFastBots · 79.1KFastBots · 68KFastBots · 89.9KFastBots · 103.5KFastBots · 110.6KChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KThinking Machines Tinker · 421.8KThinking Machines Tinker · 345.6KThinking Machines Tinker · 223.7KThinking Machines Tinker · 298.7KThinking Machines Tinker · 303.2KThinking Machines Tinker · 582.5KThinking Machines Tinker · 375.9KThinking Machines Tinker · 1.1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free Trial
Freemium
Starting price
Free
$33per month
$35per month
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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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Essential $33/moBusiness $75/moPremium $165/moReseller $333/mo
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Capabilities input → output
Input
ImagesText
DataDocumentsWeb pages
DocumentsTextWeb pages
CodeData
Output
Text
Apps
Apps
Text
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
9
9
4
Customer support
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Customer support chatbot
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–
Chatbots
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–
Website to chatbot
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Chatbot building
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LLM development
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APIs
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Chatbot integration
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–
Developer tools
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–
Fine-Tuning
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–
–
Local AI
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–
–
Agents
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–
–
Customer support automation
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–
–
Knowledge bases
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–
–
Knowledge-driven chatting
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–
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Large language models
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–
–
Lead generation
–
–
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Self hosted
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–
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Llama 3 on mac
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–
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Sales chatbots
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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.