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MLflow Tracing vs W&B Weave

Our take

Pick MLflow Tracing if you're on a team already on MLflow who will run Tracing locally at $0 (uvx mlflow demo or their own server) — not Weave first unless they want W&B Pro $60. Pick W&B Weave if you're on a teams already on W&B who will stay on Free at $0 (5 model seats, 5 GB storage, 1 GB Weave ingest) while they open a first Traces table, then Pro at $60/month when they need team and 1.5 GB ingest.

MLflow Tracing

MLflow Tracing

OpenTelemetry-compatible LLM trace desk

W&B Weave

W&B Weave

hosted LLM trace + eval desk inside

Best for

MLflow Tracing LLM traces next to the MLflow you already run, at $0

W&B Weave LLM traces under the same W&B account at a public $

Free plan

MLflow Tracing $0 · local / your server. You bring machines

W&B Weave $0 · /month. Up to 5 model seats. 5 GB/mo storage. 1 GB/mo Weave ingestion. Tracing, evals, scorers. Community support

Lowest paid

MLflow Tracing Not published by the vendor

W&B Weave Pro $60/mo, monthly only

Runs where

MLflow Tracing Hosted

W&B Weave Hosted

Watch out

MLflow Tracing $0 is the OSS server, not your warehouse

W&B Weave Pro ingest overage is $0.10/MB (~$100/GB)

Last checked

MLflow Tracing 2026-10-27 · mlflow.org/docs/latest/genai

W&B Weave 2026-10-27 · wandb.ai/site/pricing

Which one, then?

Pick MLflow Tracing if

teams already on MLflow who will run Tracing locally at $0 (uvx mlflow demo or their own server) — not Weave first unless they want W&B Pro $60.

Read the MLflow Tracing page

Pick W&B Weave if

teams already on W&B who will stay on Free at $0 (5 model seats, 5 GB storage, 1 GB Weave ingest) while they open a first Traces table, then Pro at $60/month when they need teams and 1.5 GB ingest.

Read the W&B Weave page

Other comparisons