Arize AI
ML Observability
Overview
Founded byJason Lopatecki, Aparna Dhinakaran, Jason Lopatecki and Aparna Dhinakaran
Founded2020
HeadquartersBerkeley, California
Use caseML model monitoring and observability platform
Also see
Knowledge graph stats
Claims40
Avg confidence93%
Avg freshness99%
Last updatedUpdated 5 days ago
Trust distribution
100% unverified
Governance
Not assessed
Arize AI
org
Machine learning observability platform for monitoring model performance and detecting data drift.
Compare with...primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| ML model monitoring and observability platform | ○Unverified | High | Fresh | 1 |
| ML observability and monitoring platform | ○Unverified | High | Fresh | 1 |
| Model performance monitoring | ○Unverified | High | Fresh | 1 |
| ML model performance tracking | ○Unverified | High | Fresh | 1 |
| ML model monitoring and observability | ○Unverified | High | Fresh | 1 |
| data drift detection | ○Unverified | High | Fresh | 1 |
| Model performance tracking and debugging | ○Unverified | High | Fresh | 1 |
| machine learning model monitoring and observability | ○Unverified | High | Fresh | 1 |
| ML drift detection | ○Unverified | High | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Python SDK | ○Unverified | High | Fresh | 1 |
| Python | ○Unverified | High | Fresh | 1 |
| Jupyter notebooks | ○Unverified | High | Fresh | 1 |
| MLflow | ○Unverified | High | Fresh | 1 |
| AWS SageMaker | ○Unverified | High | Fresh | 1 |
| Java | ○Unverified | High | Fresh | 1 |
| Apache Spark | ○Unverified | Moderate | Fresh | 1 |
| Jupyter Notebook | ○Unverified | Moderate | Fresh | 1 |
founded by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Jason Lopatecki | ○Unverified | High | Fresh | 1 |
| Aparna Dhinakaran | ○Unverified | High | Fresh | 1 |
| Jason Lopatecki and Aparna Dhinakaran | ○Unverified | High | Fresh | 1 |
supports model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| LLM models | ○Unverified | High | Fresh | 1 |
| NLP models | ○Unverified | High | Fresh | 1 |
| tabular models | ○Unverified | High | Fresh | 1 |
| computer vision models | ○Unverified | High | Fresh | 1 |
| Natural Language Processing models | ○Unverified | High | Fresh | 1 |
provides service
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Model drift detection | ○Unverified | High | Fresh | 1 |
pricing model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| subscription-based | ○Unverified | High | Fresh | 1 |
| Freemium with enterprise tiers | ○Unverified | High | Fresh | 1 |
| SaaS subscription | ○Unverified | High | Fresh | 1 |
| Freemium with paid tiers | ○Unverified | Moderate | Fresh | 1 |
| Freemium with enterprise plans | ○Unverified | Moderate | Fresh | 1 |
founded year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2020 | ○Unverified | High | Fresh | 1 |
headquarters location
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Berkeley, California | ○Unverified | High | Fresh | 1 |
competes with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Neptune.ai | ○Unverified | High | Fresh | 1 |
| Weights & Biases | ○Unverified | High | Fresh | 1 |
| Fiddler AI | ○Unverified | Moderate | Fresh | 1 |
| MLflow | ○Unverified | Moderate | Fresh | 1 |
| Evidently AI | ○Unverified | Moderate | Fresh | 1 |
api compatible with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| REST API | ○Unverified | Moderate | Fresh | 1 |
supports protocol
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| REST API | ○Unverified | Moderate | Fresh | 1 |