llama.cpp vs Weaviate vs Windsurf

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
Suggested competitors for llama.cpp: Thinking Machines Tinker90% Together AI89% Replicate88% Unsloth AI88% LLaMA-Factory88% Fireworks AI88% Vertex AI86% Respan86%
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3 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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Traffic estimated monthly website traffic
Monthly visits
—
154.2Kvisits/mo
29.6Kvisits/mo
MoM change
—
▼ 11.8%
▲ 7.8%
6-month growth
—
-7.0%
+122.1%
Global rank web
—
#293,589
#1,172,623
Avg. last 3 months
—
155.7K
26.9K
Bounce rate lower is better
—
41%
50%
Pages / visit
—
1.9
1.3
Visit duration
—
50s
13s
Traffic sources
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● Direct 82% · ● Referral 18%
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llama.cppWeaviateWindsurf
056.5K113K169.5K226KWeaviate · 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 · 29.6K10K100K1MWeaviate · 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 · 29.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Starting price
Free
$45per month · free tier available
$20per month · free tier available
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
Capabilities input → output
Input
ImagesText
DataImagesText
CodeText
Output
Text
Data
Code
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
6
Developer tools
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LLM development
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APIs
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Agent management
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–
Agents
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Coding
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–
Vector databases
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Databases
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Debugging
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–
Code reviews
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–
GitHub pull requests
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–
Information retrieval
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–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
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.