Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Description

Arize's machine-learning observability platform automatically detects and diagnoses problems and improves models. Machine learning systems are essential for businesses and customers, but often fail to perform in real life. Arize is an end to-end platform for observing and solving issues in your AI models. Seamlessly enable observation for any model, on any platform, in any environment. SDKs that are lightweight for sending production, validation, or training data. You can link real-time ground truth with predictions, or delay. You can gain confidence in your models' performance once they are deployed. Identify and prevent any performance or prediction drift issues, as well as quality issues, before they become serious. Even the most complex models can be reduced in time to resolution (MTTR). Flexible, easy-to use tools for root cause analysis are available.

Description

Dash0 is an OpenTelemetry-native observability platform for developers and SRE teams. Metrics, logs, traces, and resources sit in one place, linked by OpenTelemetry semantic conventions, so you move from a slow trace to the logs around it without switching tools or rebuilding context by hand. Telemetry arrives over OTLP. There is no proprietary agent to install and nothing to re-instrument: send the OpenTelemetry data you already collect, and take it elsewhere unchanged if you ever want to. Dash0 ingests Prometheus metrics alongside OpenTelemetry, supports PromQL, and imports existing Prometheus alerting rules and Grafana dashboards. A Kubernetes operator handles collection across clusters, covering workloads, nodes, and control plane. Dashboards are built on Perses and defined as code, so they live in Git and ship through the same review process as the rest of your infrastructure. Checks and alerts are configured the same way. Heatmap drilldowns and filtering on high-cardinality attributes narrow a broad symptom down to the specific requests behind it. AI works on the data rather than in a chat window. Log AI infers severity for logs that arrive without it, extracts patterns, and groups related records, which makes unstructured output from third-party services searchable and filterable. Trace triage uses the SIFT framework to narrow a failing request toward a likely cause. Spend is visible in the product. You can see which services, attributes, and log volumes drive cost and cut them at the source, rather than reconciling a bill after the fact.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Claude Yes 
.NET No 
Akamai No 
Azure Marketplace Yes 
Confluent No 
Fluent Bit No 
GitHub No 
GitHub Copilot No 
Google Cloud Platform No 
Heroku No 
Hugging Face Yes 
Kubernetes No 
Kyverno No 
Linkerd No 
LiteLLM Yes 
LlamaCloud Yes 
LlamaIndex Yes 
OpenTelemetry No 
Stripe No 
neptune.ai Yes 

Integrations

Claude Yes 
.NET Yes 
Akamai Yes 
Azure Marketplace No 
Confluent Yes 
Fluent Bit Yes 
GitHub Yes 
GitHub Copilot Yes 
Google Cloud Platform Yes 
Heroku Yes 
Hugging Face No 
Kubernetes Yes 
Kyverno Yes 
Linkerd Yes 
LiteLLM No 
LlamaCloud No 
LlamaIndex No 
OpenTelemetry Yes 
Stripe Yes 
neptune.ai No 

Pricing Details

$50/month
Free to use - OSS version
$50/month - Enterprise version
Free Trial Yes 
Free Version Yes 

Pricing Details

$0.00 per month
Completely transparent usage based pricing
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

Arize AI

Country

United States

Website

arize.com

Vendor Details

Company Name

Dash0

Founded

2023

Country

United States

Website

www.dash0.com

Product Features

Artificial Intelligence

Chatbot No 
For Healthcare No 
For Sales No 
For eCommerce No 
Image Recognition No 
Machine Learning No 
Multi-Language No 
Natural Language Processing No 
Predictive Analytics No 
Process/Workflow Automation No 
Rules-Based Automation No 
Virtual Personal Assistant (VPA) No 

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

Product Features

Application Performance Monitoring (APM)

Baseline Manager No 
Diagnostic Tools No 
Full Transaction Diagnostics No 
Performance Control No 
Resource Management No 
Root-Cause Diagnosis No 
Server Performance No 
Trace Individual Transactions No 

Database Monitoring

Anomaly Detection No 
Autodiscovery No 
Capacity Planning No 
Dashboard No 
Dependency Tracking No 
Historical Trend Analysis No 
Multitenancy No 
Notifications / Alerts No 
Performance Monitoring No 
Permissions / Access Controls No 
Predictive Analytics No 
Prioritization No 
Query Analysis No 
Resource Optimization No 
Troubleshooting No 

IT Alerting

Alert Noise Reduction No 
Alert Routing No 
Dynamic Notifications No 
Enriched Incident Context No 
Escalation Policies No 
Incident History Audit No 
Multi-User Alerting No 
Multiple Alert Types No 
On-Call Management No 
Rich HTML Email Notifications No 

IT Infrastructure Monitoring

Alerts / Notifications No 
Application Monitoring No 
Bandwidth Monitoring No 
Capacity Planning No 
Configuration Change Management No 
Data Movement Monitoring No 
Health Monitoring No 
Multi-Platform Support No 
Performance Monitoring No 
Point-in-Time Visibility No 
Reporting / Analytics No 
Virtual Machine Monitoring No 

Log Management

Archiving No 
Audit Trails No 
Compliance Reporting No 
Consolidation No 
Data Visualization No 
Event Logs No 
Network Logs No 
Remediation No 
Syslogs No 
Thresholds No 
Web Logs No 

Website Monitoring

Availability Testing No 
Event Logs No 
Event-Based Notifications No 
FTP Monitoring No 
Mail Server Monitoring No 
Maintenance Scheduling No 
Performance Metrics No 
Real Time Monitoring No 
Transaction Monitoring No 
Uptime Reporting No 

Alternatives

Alternatives

Traccia Reviews

Traccia

Algen AI
Grafana Cloud Reviews

Grafana Cloud

Grafana Labs