Alternatives to HuggingFace Experiment Tracking

These tools sit near HuggingFace Experiment Tracking. Compare features and pricing before you switch.

Alternatives

Langfuse: tracing and evals for LLM apps rather than training loops.
LangSmith: hosted tracing and evaluation for LangChain-style apps.
HuggingFace Model Trainer: the training skill that includes Trackio by default.

Open-source LLM tracing and evals. Cloud Hobby is $0. Core is $29/seat. Pro is $199/seat. Plus usage after included units.

1500000DR: 90AS: 90

LangChain Cloud for traces, evals, and deploys. Plus is $39/seat. Startup is $1,400/month. LangSmith Engine is $2,000/month.

2000000DR: 93AS: 95

Hugging Face's LLM trainer skill fine-tunes models with TRL or Unsloth on Hugging Face Jobs GPUs: SFT, DPO, GRPO, reward models and GGUF export.

—DR: —AS: —