Instead of Weights & Biases
Weights & Biases alternatives
Weights & Biases combines experiment tracking, AI application observability, and model and dataset management. W&B Models visualizes machine-learning experiments and supports hyperparameter tuning with Sweeps; Weave provides tracing, evaluation, and monitoring for applications and agents. Registry adds versioning, lineage, aliases, governance, and access control. Its integrations include OpenAI, Anthropic, LangChain, and other providers, while deployment options range from SaaS to customer-managed setups.
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Comet
Free plan APILinuxMac+3Teams pairing LLM evaluation with experiment tracking — Comet combines Opik tracing and LLM evaluation with MLOps experiment tracking, dataset management, registry, and production monitoring.
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ClearML
Free plan APILinuxMac+3Teams managing GPU infrastructure and AI deployments — ClearML adds GPU resource management across on-premises, cloud, and hybrid environments, plus an engine for deploying LLMs on clusters.
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MLRun
Free plan APILinuxMac+3Teams automating ML and generative-AI lifecycles — MLRun is an open-source orchestration framework with automated lifecycle tasks and a feature store for collecting, serving, and monitoring data features.
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TensorBoard
Free plan APILinuxMac+3TensorFlow users focused on visualizing and profiling programs — TensorBoard focuses on TensorFlow visualization and profiling, including graphs, metric dashboards, media, and embeddings.
Free plan Visit site - 5
Trackio
Free plan APILinuxMac+3Python users seeking free, W&B-compatible experiment logging — Trackio offers a free Python tracking library with a wandb-compatible API, local-first dashboards, and logging for varied media and figures.
Free plan Visit site - 6
ZenML
Free plan APILinuxMac+3Python teams orchestrating pipelines across infrastructure — ZenML centers on Python pipeline orchestration, cached and re-runnable steps, and metadata storage while artifacts and compute remain in customer infrastructure.
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GitLab Package Registry
Free plan APILinuxSelf-hosted+1Teams publishing packages for downstream projects — GitLab Package Registry publishes and shares dependency packages across supported formats rather than tracking ML experiments or AI applications.
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DagsHub
Free plan APILinuxMac+3 - 10
Hopsworks AI Lakehouse
Free plan APILinuxSelf-hosted+1 - 11
MLflow Model Registry
Free plan APILinuxSelf-hosted+1 - 12
TrueFoundry AI Gateway
Free plan APILinuxSelf-hosted+1 - 13
Jozu Hub
Free plan APISelf-hostedWeb - 14
Amazon SageMaker Autopilot
Free plan APIWeb - 15
Polyaxon
Free plan APISelf-hostedWeb - 16
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Kubeflow Notebooks
Free plan Self-hostedWeb - 18
DataRobot
Free trial APILinuxSelf-hosted+1 - 19
Red Hat OpenShift Pipelines
Free trial APILinuxSelf-hosted+1 - 20
Snowflake CoCo
Free trial APILinuxMac+2 - 21
Valohai
Free trial APILinuxSelf-hosted+1 - 22
Vertex AI Vector Search
Free trial APIWeb5.8 Visit site - 23
JFrog ML
Free trial APISelf-hostedWeb - 24
SAS Visual Statistics
Free trial Self-hostedWeb - 25
C3 AI Demand Planning
Paid APISelf-hostedWeb - 26
Deeploy
Paid APISelf-hostedWeb
Alternatives may suit teams seeking focused experiment visualization, broader infrastructure controls, or a different balance of cost and deployment. The free plan allows five model seats, 5 GB of monthly storage, and 1 GB of monthly Weave ingestion; Pro starts at $60 per month and is intended for early-stage teams with fewer than 50 employees. The free Personal plan is for personal projects, not corporate use. Consider whether you need tracking, orchestration, registries, or application monitoring, and compare deployment requirements and plan limits. W&B supports API, iOS, Linux, macOS, self-hosted, web, and Windows, but its iOS app does not support dedicated or on-premises deployments.