Which is more popular, Agent Development Kit (ADK) or llama.cpp?

llama.cpp has more GitHub stars (129,982 vs 21,688).

Which is more actively developed, Agent Development Kit (ADK) or llama.cpp?

llama.cpp had more commits in the last 90 days (1,449 vs 1,322).

Should I use Agent Development Kit (ADK) or llama.cpp?

Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.

Agent Development Kit (ADK) vs llama.cpp

Side-by-side comparison of two AI agent tools

Agent Development Kit (ADK)open-source

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

llama.cppopen-source

LLM inference in C/C++

Metrics

	Agent Development Kit (ADK)	llama.cpp
Stars	21.7k	130.0k
Star velocity /mo	1.8k	4.9k
Commits (90d)	1.3k	1.4k
Releases (6m)	10	10
Overall score	0.8546977073741404	0.916755908707962

Pros

+High-performance C/C++ implementation optimized for local inference with minimal resource overhead
+Extensive model format support including GGUF quantization and native integration with Hugging Face ecosystem
+Multiple deployment options including CLI tools, REST API server, Docker containers, and IDE extensions

Cons

-Requires technical knowledge for compilation and model conversion processes
-Limited to inference only - no training capabilities
-Frequent API changes may require code updates for downstream applications

Use Cases

•Local AI inference for privacy-sensitive applications without cloud dependencies
•Code completion and development assistance through VS Code and Vim extensions
•Building AI-powered applications with REST API integration via llama-server

View Agent Development Kit (ADK) Details View llama.cpp Details

FAQ

Which is more popular, Agent Development Kit (ADK) or llama.cpp?: llama.cpp has more GitHub stars (129,982 vs 21,688).
Which is more actively developed, Agent Development Kit (ADK) or llama.cpp?: llama.cpp had more commits in the last 90 days (1,449 vs 1,322).
Should I use Agent Development Kit (ADK) or llama.cpp?: Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.