llama.cpp vs Weaviate vs Windsurf 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
Weaviate
Competitor 2
Windsurf
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.
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Competitor Weaviate
weaviate.io
Search that understands meaning
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Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
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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
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Traffic estimated monthly website traffic
Monthly visits
—
154.2Kvisits/mo
29.6Kvisits/mo
1.5Mvisits/mo
MoM change
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▼ 11.8%
▲ 7.8%
▲ 47.7%
6-month growth
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-7.0%
+122.1%
+22.2%
Global rank web
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#293,589
#1,172,623
#57,929
Avg. last 3 months
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155.7K
26.9K
1.3M
Bounce rate lower is better
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41%
50%
48%
Pages / visit
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1.9
1.3
2.4
Visit duration
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50s
13s
1m 53s
Traffic sources
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● Direct 82% · ● Referral 18%
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● Direct 62% · ● Referral 38%
llama.cppWeaviateWindsurfUnsloth AI
0392.3K784.5K1.2M1.6MWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5M10K100K1M10MWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KUnsloth 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
$45per month · free tier available
$20per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
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Free FreeFlex $45/moPremium $0
Free FreePro $20/moMax $200/moTeams $80/mo
Free FreePro Contact for pricingEnterprise Contact for pricing
Capabilities input → output
Input
ImagesText
DataImagesText
CodeText
DataImagesText
Output
Text
Data
Code
ImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
6
8
3
Developer tools
LLM development
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APIs
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Agent management
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Agents
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Code autocompletion
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Coding
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Fine-Tuning
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Local AI
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Vector databases
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Databases
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Debugging
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Large language models
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Self hosted
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Code reviews
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GitHub pull requests
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Information retrieval
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Llama 3 on mac
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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▲ 1
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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.