llama.cpp vs Respan vs OpenCode 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
Respan
Competitor 2
OpenCode
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.
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Competitor Respan
respan.ai
Building AI apps
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Competitor OpenCode
opencode.ai
OpenCode is an open-source AI coding agent that helps developers write code in the terminal, an IDE or a desktop app.
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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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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87.3Kvisits/mo
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1.1Mvisits/mo
MoM change
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▲ 28.5%
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▲ 181.3%
6-month growth
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+881.1%
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+372.8%
Global rank web
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#497,399
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#55,584
Avg. last 3 months
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74.8K
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672K
Bounce rate lower is better
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41%
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51%
Pages / visit
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2.5
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2.6
Visit duration
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19s
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1m 57s
Traffic sources
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● Direct 89% · ● Referral 11%
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● Direct 81% · ● Referral 15%
llama.cppRespanOpenCodeThinking Machines Tinker
0264.4K528.7K793.1K1.1MRespan · 641Respan · 8.9KRespan · 37.2KRespan · 57.9KRespan · 69.1KRespan · 67.9KRespan · 87.3KThinking 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 · 1.1M1001K10K100K1M10MRespan · 641Respan · 8.9KRespan · 37.2KRespan · 57.9KRespan · 69.1KRespan · 67.9KRespan · 87.3KThinking 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 · 1.1MDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Freemium
Starting price
Free
$199per month · free tier available
Free
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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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Free FreeTeam $199/yrEnterprise Custom
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Inkling-Small Prefill $0.58/usage-basedInkling-Small Sample $0.12/usage-basedVarious Model Training Custom/usage-based
Capabilities input → output
Input
ImagesText
DataText
CodeText
CodeData
Output
Text
DataText
Code
Text
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI APIAI Developer Tools+1 more
Development & CodeAI Coding Assistant
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
9
6
4
Developer tools
LLM development
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APIs
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Local AI
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Self hosted
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AI system monitoring
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Coding
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Fine-Tuning
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Agents
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LLM testing
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Large language models
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Monitoring
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Prompt management
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Application monitoring
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Development
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Llama 3 on mac
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Red teaming guidance
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
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Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
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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.