Offering overview
Governance and hybrid deployment are the selling points of watsonx.ai, the model development studio inside IBM's watsonx portfolio. Its catalog pairs IBM's own Granite family (including embeddings) with Meta Llama, Mistral, OpenAI gpt-oss, DeepSeek and other third-party and community models, served through pay-per-token inference APIs with prompt tuning, fine-tuning, text extraction and a prompt lab. IBM Cloud also offers NVIDIA GPU virtual servers and bare metal for custom training. Because watsonx runs on Red Hat OpenShift, the same software can be deployed in IBM Cloud, in other clouds or in a customer's own datacentre, and it links to watsonx.governance for lineage, risk and compliance reporting. A free toolbox tier includes 300,000 tokens per month. Large regulated organisations in finance, government and healthcare are the core market. Pay-as-you-go Essentials starts at USD 0 per month; Granite 4 H Small inference is listed at USD 0.0636 per 1M input tokens, and the Standard enterprise plan begins at USD 1,110 per month.
- Management
- Not stated
- Infrastructure
- Not stated
- Pricing model
- Not stated
- Support
- Not stated
- SLA
- Not stated
- Best for
- Model Inference, Fine-Tuning, Model Training, AI Agents, AI Applications, Vector Search, Batch Processing
Technical specifications
- Containers
- Unknown
- Kubernetes
- Unknown
- Root access
- Unknown
- API access
- Unknown
- Autoscaling
- Unknown
- Persistent processes
- Unknown
AI capabilities
- Model serving
- IBM Granite, Llama, Mistral, OpenAI gpt-oss, DeepSeek, NVIDIA Nemotron, Granite Embedding, Slate, multilingual-e5-large
- AI frameworks
- Not stated
- Inference endpoints
- Unknown
- Fine-tuning
- Unknown
- Vector database
- Unknown
- Model catalog
- Unknown
- Monitoring
- Not stated
- Evaluation
- Not stated
Security & compliance
No controls are stated.
Geography
Provider headquarters are separate from offering infrastructure and availability.
Infrastructure regions
India, Asia · Canada, North America · Japan, Asia · United Kingdom, Europe · Germany, Europe · Australia, Oceania · United States, North America
Data-residency jurisdictions
India, Asia · Canada, North America · Japan, Asia · United Kingdom, Europe · Germany, Europe · Australia, Oceania · United States, North America
Service availability
Not stated
Support coverage
Not stated
Available plans
Pricing can change. Promotional prices are shown separately from standard prices.
| Plan | Price | Compute | Storage | GPU | Price checked | Actions |
|---|---|---|---|---|---|---|
| IBM watsonx.ai & IBM Cloud GPUNot stated | $0.06Usage Only | Unknown — RAM | Unknown | No | 7 October 2026 |
Data sources & provenance
Where this information came from, how it was checked and when it was last looked at. “Last updated” records a change to the record — it does not mean the record was verified.
- Data quality
- Data quality: Unverified
- Primary source
- ibm.com
- Sources cited
- 2
- Last reviewed
- 7 October 2026
- Last updated
- 7 October 2026