Clusters

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Overview

✅

✅

✅

✅

❌

❌

✅

✅

❌

Resources

✅

✅

✅

✅

❌

❌

✅

✅

❌

Job Trends

✅

✅

✅

✅

❌

❌

✅

✅

❌

Chargeback

✅

✅

✅

✅

❌

❌

✅

✅

❌

Workload

✅

✅

✅

✅

❌

❌

❌

❌

❌

Elasticsearch

✅

✅

✅

✅

❌

❌

❌

❌

❌

Logstash

✅

✅

✅

✅

❌

❌

❌

❌

❌

Kibana

✅

✅

✅

✅

❌

❌

❌

❌

❌

Kafka

✅

✅

✅

✅

❌

❌

❌

❌

❌

HBase

✅

✅

✅

✅

❌

❌

❌

❌

❌

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Cost

Trends

❌

❌

❌

❌

✅

✅

❌

❌

❌

Chargeback

❌

❌

❌

❌

✅

✅

❌

❌

❌

Budget

❌

❌

❌

❌

✅

✅

❌

❌

❌

Cost

❌

❌

❌

❌

❌

❌

❌

✅

❌

Cost 360

❌

❌

❌

❌

❌

❌

❌

❌

✅

Tags

❌

❌

❌

❌

❌

❌

❌

✅

✅

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Clusters (EMR)

❌

❌

❌

❌

❌

✅

❌

❌

❌

Compute

❌

❌

❌

❌

✅

❌

❌

❌

❌

Jobs

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Applications

✅

✅

✅

✅

❌

✅

✅

✅

❌

Pipelines

✅

✅

✅

✅

❌

✅

✅

✅

❌

Sessions

✅

✅

✅

✅

❌

❌

❌

❌

❌

Scheduled Jobs

✅

✅

✅

✅

❌

❌

❌

❌

❌

Jobs

❌

❌

❌

❌

✅

❌

❌

❌

❌

Runs

❌

❌

✅

❌

❌

❌

❌

Jobs > Application Types

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Hive

✅

✅

✅

✅

❌

✅

✅

❌

❌

Impala

✅

✅

❌

❌

❌

❌

❌

❌

❌

MapReduce

✅

✅

✅

✅

❌

✅

✅

❌

❌

Spark

✅

✅

✅

✅

✅

✅

✅

❌

❌

Tez

✅

✅

✅

✅

❌

✅

✅

❌

❌

YARN

(Unsupported by Unravel. For example: SAS Grid)

✅

✅

✅

✅

❌

✅

✅

❌

❌

BigQuery

❌

❌

❌

❌

❌

❌

❌

✅

❌

Data

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Overview

✅

✅

✅

✅

✅

✅

✅

✅

✅

Tables

✅

✅

✅

✅

✅

✅

✅

✅

✅

Forecasting

✅

✅

✅

❌

❌

❌

❌

❌

❌

Small Files

✅

✅

✅

❌

❌

❌

❌

❌

❌

File Reports

✅

✅

✅

❌

❌

❌

❌

❌

❌

Delta Lake

❌

❌

❌

❌

✅

❌

❌

❌

❌

Reports

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

File Reports

✅

✅

✅

❌

❌

❌

❌

❌

❌

Small Files Report

✅

✅

✅

❌

❌

❌

❌

❌

❌

Top X

✅

✅

✅

✅

✅

✅

❌

❌

❌

Capacity Forecasting

✅

✅

✅

❌

❌

❌

❌

❌

❌

Tuning

✅

❌

✅

Only MR Jobs

✅

Only MR Jobs

❌

❌

❌

❌

❌

Queue Analysis

✅

✅

✅

✅

❌

❌

❌

❌

❌

Migration Planning

✅

✅

✅

❌

❌

❌

❌

❌

❌

AutoActions

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

YARN

✅

✅

✅

✅

❌

✅

✅

✅

❌

Impala

✅

✅

❌

❌

❌

❌

❌

❌

❌

Databricks

❌

❌

❌

❌

✅

❌

❌

❌

❌

Migration

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Cluster Discovery

✅

✅

✅

❌

❌

❌

❌

❌

❌

Cloud Mapping Per Host

✅

✅

✅

❌

❌

❌

❌

❌

❌

Workload Fit

✅

✅

✅

❌

❌

❌

❌

❌

❌

Services And Versions Compatibility

✅

✅

✅

❌

❌

❌

❌

❌

❌

Manage

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Daemons

✅

✅

✅

✅

✅

✅

✅

✅

✅

Stats

✅

✅

✅

✅

✅

✅

✅

✅

✅

Run Diagnostics

✅

✅

✅

✅

✅

✅

✅

✅

✅

Monitoring

✅

✅

✅

✅

✅

✅

✅

✅

❌

AWS Account Settings

❌

❌

❌

❌

❌

✅

❌

❌

❌

API Tokens

✅

✅

✅

❌

✅

✅

❌

❌

✅

Audit

✅

✅

✅

✅

✅

✅

✅

✅

❌

Workspaces

❌

❌

❌

❌

✅

❌

❌

❌

❌

Unravel Billing

❌

❌

❌

❌

✅

✅

❌

❌

❌

Notification Channels

❌

❌

❌

❌

✅

✅

❌

✅

✅

Insights Overview (Preview)

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Cost

❌

❌

❌

❌

✅

❌

❌

❌

❌

Resource Efficiency

✅

✅

✅

❌

✅

❌

❌

❌

❌

App Acceleration

✅

✅

✅

❌

✅

❌

❌

❌

❌

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Insights

❌

❌

❌

❌

❌

❌

❌

✅

✅

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Dashboards

❌

❌

❌

❌

❌

❌

❌

✅

✅

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Projects

❌

❌

❌

❌

❌

❌

❌

✅

❌

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Queries

❌

❌

❌

❌

❌

❌

❌

❌

✅

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

App Store

✅

✅

✅

✅

✅

✅

✅

✅

✅

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Multi-node Spark worker deployment

❌

❌

❌

❌

✅

✅

❌

❌

❌

CDH

CDP

HDP

MapR

Databricks

EMR

Dataproc

BigQuery

Snowflake

Great Expectations integration for Data Quality insights

❌

❌

❌

❌

✅

❌

❌

✅

✅