Opik helps teams building applications or agents that call an LLM log actions and evaluate behavior through development, testing, and production.
Alternatives to SUPERWISE
Evidently AI evaluates, tests, and monitors machine-learning models, LLMs, RAG applications, and AI agents.
Deepchecks LLM Evaluation is a platform for testing, observability, and monitoring of AI systems in production.
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NannyML
NannyML monitors deployed machine-learning models and estimates their performance when ground-truth labels are delayed or unavailable.
Free planOpen sourceWebAPILinuxSelf-hosted7.9From $99 a month - 5

Galileo
Galileo is an observability, evaluation, and guardrail platform for generative AI and agentic applications.
Free planWebAPISelf-hosted6.9From $100 a month - 6
Arize AX
Arize AX is a platform for improving AI agents by turning production behavior into issues, investigations, evaluations, and experiments.
Free planWebAPISelf-hosted6.8From $50 a month - 7

Arthur
Arthur is a platform for finding AI agents across enterprise environments and providing a shared way to observe and govern them.
Free planWebAPISelf-hosted6.7From $60 a month - 8

Fiddler AI
Free planWebAPISelf-hosted6.4Free plan - 9
Arize Phoenix
Arize Phoenix helps teams trace, evaluate, debug, and improve AI applications.
Free planWebAPISelf-hosted6.3Free plan - 10
Radicalbit AI Monitoring
Radicalbit AI Monitoring is a free, self-hosted platform for monitoring production LLM and machine-learning models.
Free planWebAPISelf-hosted6.0Free plan - 11
STAMM
STAMM is a free, open-source MLOps framework for deploying and maintaining machine-learning soft sensors in industrial processes.
WebAPILinuxmacOS6.0 - 12

Vertex AI Vector Search
Vertex AI Vector Search is a vector search engine for search, recommendations, and generative AI applications.
WebAPI5.8 - 13
Domino Model Monitor
Domino Model Monitor automates model evaluation and alerts teams when production models degrade enough to need expert review.
WebAPISelf-hosted5.6 - 14
Pulsar
Pulsar monitors machine learning models in production, focusing on model drift, concept drift, and performance.
APISelf-hosted5.6 - 15

ModelOp Center
ModelOp Center is an enterprise platform for managing AI lifecycles and governance across machine learning, generative AI, agentic AI, and third-party systems.
APISelf-hosted5.4 - 16
MathWorks Modelscape Monitor
MathWorks Modelscape Monitor gives financial-services teams a centralized view of financial model health, use, performance, and status across the model lifecycle.
WebAPISelf-hosted5.3 - 17
FiboRisk Model Monitoring
FiboRisk Model Monitoring is web-based software for tracking model performance, drift, bias, latency, overrides, and realized outcomes against an…
Web5.2 - 184.7
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Alibi Detect
Linux4.4


