About Valohai
Valohai is a commercial MLOps platform for teams building AI products that mix large language models with specialized models. The vendor's pitch is that calling an LLM is easy, while comparing, evaluating and shipping configurations against real data is the harder part it aims to handle.
Features are grouped into LLM workflows such as model comparison, context pipelines, regression testing and cost analysis, and model workflows including dataset management, compute scaling, experiment iteration, pipelines and automation, and debugging. Reproducibility is a central theme, with automatic versioning, full lineage, one-click reproduction, and audit and compliance support.
Valohai runs on the customer's own infrastructure, including multi-cloud, on-premises and hybrid setups, with GPU efficiency and dataset caching to control compute use. The site offers a free start, a demo booking option and a pricing page.
Key features
- LLM model comparison and regression testing
- Automatic versioning and full lineage
- One-click reproduction of experiments
- Pipelines and automation for ML workflows
- Multi-cloud, on-prem and hybrid orchestration
- Dataset caching and GPU efficiency
Good fit for
- →Teams comparing LLM configurations on real data
- →Regulated organizations needing audit trails
- →ML groups orchestrating work across several clouds
- Tags
- mlops
- experiment-tracking
- ml-pipelines
- llm-evaluation
- reproducibility
- multi-cloud
- ai-infrastructure
Valohai: questions and answers
- What is Valohai used for?
- Valohai is an MLOps platform for managing ML pipelines, experiments and LLM workflows on your own cloud, with full lineage from data to deployment. It is a good fit for teams comparing LLM configurations on real data, regulated organizations needing audit trails and ML groups orchestrating work across several clouds.
- How much does Valohai cost?
- Valohai doesn't publish fixed prices; pricing is quoted on request. A free trial is available. Pricing is not published; Valohai charges a fixed fee per user per month and quotes it through its sales team. A 14-day free trial is offered, with managed cloud or on-premises deployment.
- Is Valohai open source?
- No. Valohai is proprietary (closed-source) software. Open-source alternatives to Valohai include labml, MLflow and CML.
- Can I self-host Valohai?
- Yes. Although Valohai is closed source, it can be self-hosted on your own servers.
- What are some alternatives to Valohai?
- Valohai competes with Weights & Biases, Comet and Amazon SageMaker. For open-source options, see Enlisted's ranked list of open-source Valohai alternatives.
Open-source alternatives to Valohai
See all
labml
AI Infrastructure
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
MITvs Weights & Biases★ 2.3k
MLflow
AI Infrastructure
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables te
Apache-2.0vs Weights & Biases★ 28k
CML
CI/CD & DevOps
♾️ CML - Continuous Machine Learning | CI/CD for ML
Apache-2.0vs Valohai★ 4.2k
Instill Core
AI Infrastructure
🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orches
OSSvs Unstructured★ 2.3k
SGLang
AI Infrastructure
SGLang is a high-performance serving framework for large language models and multimodal mo
Apache-2.0vs Amazon Bedrock★ 37k
Label Studio
AI Infrastructure
Label Studio is a multi-type data labeling and annotation tool with standardized output fo
Apache-2.0vs Roboflow★ 28k
SaaS alternatives to Valohai
See all
Weights & Biases
AI Infrastructure
Experiment tracking, model registry and LLM evaluation for machine learning teams
SaaS
Comet
AI Infrastructure
Experiment tracking, model registry and LLM evaluation platform
SaaS
Amazon SageMaker
AI Infrastructure
AWS platform for building, training and deploying machine learning models
SaaS
Domino Data Lab
AI Infrastructure
Enterprise MLOps platform for building, governing and deploying data science models
SaaS
Dataiku
AI Infrastructure
Collaborative data science and AI platform for analysts, engineers and business teams
SaaS
Google Vertex AI
AI Infrastructure
Google Cloud platform for building, tuning and deploying machine learning and generative AI models
SaaS

