IBM watsonx alternatives
6 agents tools in the same lane as IBM watsonx, ranked by editorial score.
DA
DataRobot
Agents · Multi-model
7.8
Enterprise platform for building, deploying, and governing AI agents alongside classic predictive ML.
Enterprise· Contact sales; free trial availableenterprise-agentspredictive-ml
KA
Katonic AI
Agents · Multi-model (2,600+ via AI Gateway)
6.9
Sovereign enterprise platform for building, deploying, and governing AI agents on your own infrastructure.
Enterprise· Contact sales for quote; no public pricingenterprise-agentson-prem-llm
HA
H2O.ai
Agents · Multi-model
8.3
Enterprise AI platform combining AutoML, generative AI, and vertical agents for regulated industries.
Enterprise· Contact sales; live demo on requestenterprise-agentsautoml
DA
Dataiku
Agents · Multi-model (LLM Mesh: OpenAI, Anthropic, Bedrock, Vertex, OSS)
8.3
Enterprise AI platform unifying data, ML, LLMs, and agents under one governed workflow.
Enterprise· Basic: $10 · Pro: $20 · Enterprise: Contact salesenterprise-aiagent-orchestration
IG
Iguazio
Agents · Multi-model
7.1
Enterprise MLOps and GenAI platform for taking models from notebook to production at scale.
Enterprise· Contact sales; free trial availablemlopsllm-fine-tuning
DD
Domino Data Lab
Agents · Multi-model
7.2
Enterprise AI platform for building, deploying, and governing models and agents at scale.
Enterprise· Domino Cloud: Contact sales · Premium: Contact sales · Enterprise: Contact salesenterprise mlopsagentic ai