Weights & Biases vs Valohai

Weights & Biases8.9Visit Valohai8.3Visit

Higher score Weights & Biases #1 in ML Experiment Tracking Software 8.9/10 Free plan · 30-day trial Free planFree trial✓ 1 of 5 features Try Weights & Biases

vs

Valohai #6 in ML Experiment Tracking Software 8.3/10 Pricing on request · 14-day trial Free trial✓ 1 of 5 features Visit Valohai

• Weights & Biases fits best

  Organizations needing a mature full ML platform

• Valohai fits best

  Governed multi-cloud enterprise ML teams

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Side by side

Feature	Weights & Biases 8.9/10 Visit ↗	Valohai 8.3/10 Visit ↗
At a glance
Editor score	8.9	8.3
Ranking	#1 in ML Experiment Tracking Software	#6 in ML Experiment Tracking Software
Best for	Organizations needing a mature full ML platform	Governed multi-cloud enterprise ML teams
Pricing model	Free plan + paid	Paid
Starting price	$60/mo	Pricing on request · 14-day trial
Free plan	✓ (best)	—
Free trial	30 days	14 days
Free trial length	30 days	14 days
Deployment	Cloud, Self-hosted, Browser extension	Cloud, Self-hosted
Platforms	Web, iOS	Web
Support	Email, Live chat, Community · 24/7	Email, Docs
Compliance	SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML	SOC 2, GDPR, SSO/SAML, 2FA
Integrations	9 integrations	20 integrations
Built for	Solo, Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features Weights & Biases 1/5 · Valohai 1/5
Run comparison	Not checked yet	Not checked yet
Artifact tracking	Not checked yet	Not checked yet
Dataset versioning	Not checked yet	Not checked yet
Model registry	✓	✓
API and SDK access	Not checked yet	Not checked yet
Specs
Deployment options	Not checked yet	Not checked yet
Our review
Pros	Covers tracking, sweeps, versioning, registry, serving, and monitoring Supports managed, dedicated, and self-hosted deployment options Integrates with PyTorch, TensorFlow, Hugging Face, and scikit-learn	Tracks metrics, logs, parameters, code, data, and reproducibility information Connects registries, pipelines, serving, and data versioning in one platform Supports multi-cloud, Kubernetes, Slurm, on-premises, and distributed training
Cons	Pro starts at $60 per month when billed monthly The Free plan includes community support rather than priority support Its broad scope may exceed the needs of teams seeking tracking alone	Pricing requires contacting sales There is no free plan Its wider MLOps scope may exceed tracking-only requirements
Our verdict	Weights & Biases is an AI developer platform for machine-learning and AI teams working across development, training, evaluation, and production operations. Its core capabilities include experiment tracking and visualization, hyperparameter… Read the review →	Valohai is an MLOps platform for data scientists, ML engineers, and enterprise ML teams. Its experiment tracking covers metrics, logs, parameters, and reproducibility information, while the wider platform manages code, data, models,… Read the review →

Strengths and trade-offs

• Weights & Biases — where it wins

  • Covers tracking, sweeps, versioning, registry, serving, and monitoring
  • Supports managed, dedicated, and self-hosted deployment options
  • Integrates with PyTorch, TensorFlow, Hugging Face, and scikit-learn

  Where it doesn't

  • Pro starts at $60 per month when billed monthly
  • The Free plan includes community support rather than priority support
  • Its broad scope may exceed the needs of teams seeking tracking alone

• Valohai — where it wins

  • Tracks metrics, logs, parameters, code, data, and reproducibility information
  • Connects registries, pipelines, serving, and data versioning in one platform
  • Supports multi-cloud, Kubernetes, Slurm, on-premises, and distributed training

  Where it doesn't

  • Pricing requires contacting sales
  • There is no free plan
  • Its wider MLOps scope may exceed tracking-only requirements

• Weights & Biases8.9/10 · Free plan · 30-day trial

  A broad ML platform that extends experiment tracking into production workflows.

  Try Weights & BiasesFull verdict →
• Valohai8.3/10 · Pricing on request · 14-day trial

  A broad MLOps platform for teams that need tracking plus production governance.

  Visit ValohaiFull verdict →