CRM & Sales · head to head
Apollo.io vs Cassandra

Cassandra
Database & Data Management
Manage massive amounts of data with linear scalability
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Apollo.io everything is metered in credits, and the free Starter plan runs on them too, so prospecting volume is capped rather than the feature set; Cassandra no support for joins across tables
- They diverge on capability: Apollo.io covers Contact database, Cassandra covers Linear Scalability.
Where they differ
Only the attributes on which Apollo.io and Cassandra actually diverge.
Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Apollo.io
- Contact database
- Email finder
- Lead search
- Automation
- Engagement tracking
- Reporting
- Salesforce
- HubSpot
Only in Cassandra
- Linear Scalability
- Fault Tolerance
- Multi-datacenter Replication
- Tunable Consistency
- CQL Query Language
- Distributed Architecture
- No Single Point of Failure
- DataStax
What people use each for
The jobs each tool is most often brought in to do.
Apollo.io
- Lead generationnot Cassandra
- Prospect researchnot Cassandra
- Sales automationnot Cassandra
Cassandra
- Real-time applicationsnot Apollo.io
- Content managementnot Apollo.io
- User profilesnot Apollo.io
- Mobile backendsnot Apollo.io
- Cachingnot Apollo.io
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Apollo.io
- Everything is metered in credits, and the free Starter plan runs on them too, so prospecting volume is capped rather than the feature set
- Plans described as unlimited are capped in the fair use policy at 10,000 credits a month for non-paying accounts
- Connecting a mailbox that is not Gmail or Microsoft requires a paid plan
- How many records can be selected at once varies by tier
- Running out of credits means buying more rather than waiting for a reset
Cassandra
- No support for joins across tables
- No ACID transactions across multiple rows
- Data model must be designed around query patterns upfront, making schema evolution difficult
- Partition key misconfigurations can cause uneven data distribution and hotspots that degrade performance
Pricing, plan by plan
Apollo.io
Free- FreeFree
- Basic contact search
- Limited searches
- Starter$49/month
- Everything in Free
- Advanced search
- Email finder
- Professional$149/month
- Everything in Starter
- Automation
- Advanced analytics
Cassandra
FreeNo published plan breakdown. See the Cassandra review.
Which should you pick?
Choose Apollo.io if
- You need contact database.
- You want to start without paying.
- You also want email finder.
Choose Cassandra if
- You need linear scalability.
- You want to start without paying.
- You work on Linux, macOS, Windows, Docker, Kubernetes.
- You also want fault tolerance.
Questions people ask
- Is Apollo.io or Cassandra better?
- Neither clearly leads. Apollo.io starts at Free and Cassandra at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Apollo.io or Cassandra?
- Apollo.io starts at Free and Cassandra at Free.
- Does Apollo.io or Cassandra run on more platforms?
- Apollo.io runs on Web. Cassandra runs on Linux, macOS, Windows, Docker, Kubernetes.
- Can I use Apollo.io for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Apollo.io best used for?
- Apollo.io is most often used for lead generation, prospect research, sales automation. Of those, lead generation and prospect research are not what Cassandra is typically brought in for.
- What can Apollo.io do that Cassandra cannot?
- Apollo.io covers Contact database, Email finder, Lead search, Automation. Cassandra covers Linear Scalability, Fault Tolerance, Multi-datacenter Replication, Tunable Consistency.
Answered from the vendors’ own pages
Cassandra: Does Cassandra support joins between tables?
No. Cassandra does not support joins or foreign keys. The data model requires denormalization, meaning data must be duplicated across tables to support different query patterns.
SourceCassandra: Does Cassandra offer ACID transactions?
No. Cassandra provides only row-level atomicity and isolation, not full ACID transactions across multiple rows or tables. It uses lightweight transactions via Paxos for per-row compare-and-set operations.
SourceCassandra: What programming languages can connect to Cassandra?
Cassandra supports official drivers for multiple languages including Python, Java, Node.js, and Go, allowing applications to communicate via the native Cassandra protocol.
SourceCassandra: Can I deploy Cassandra in the cloud?
Yes. Cassandra can run on any cloud platform (AWS, Google Cloud, Azure) via Docker, virtual machines, or managed services like DataStax Astra DB, which provides a fully managed DBaaS option.
SourceCassandra: Does Cassandra have a free option?
The open source Apache Cassandra is free. DataStax also offers Astra DB with a free tier providing up to 25GB storage and 25 million read/write operations per month.
SourceRelated pages
Other head to heads
- Apollo.io vs Outreach
- Apollo.io vs Gong
- Apollo.io vs Seismic
- Apollo.io vs Pipedrive
- Apollo.io vs HubSpot
- Apollo.io vs Salesforce
- Apollo.io vs Bitrix24
- Apollo.io vs Capsule
- Apollo.io vs Clari
- Apollo.io vs Freshsales
- Apollo.io vs Streak
- Apollo.io vs Zoho CRM
- Apollo.io vs Affinity
- Apollo.io vs Agile CRM
- Apollo.io vs Capsule CRM
- Apollo.io vs Clay
- Apollo.io vs Clearbit
- Apollo.io vs Cloze
- Apollo.io vs Cockroach Labs
- Apollo.io vs PostgreSQL
- Apollo.io vs Airtable
- Apollo.io vs Amazon Aurora
- Apollo.io vs Elasticsearch
- Apollo.io vs PlanetScale
- Apollo.io vs Azure SQL
- Apollo.io vs ClickHouse
- Apollo.io vs Couchbase
- Apollo.io vs DuckDB
- Apollo.io vs DynamoDB
- Apollo.io vs MariaDB
- Apollo.io vs Oracle Database
- Apollo.io vs Amazon RDS
- Apollo.io vs Amazon Redshift
- Apollo.io vs Apache Druid
- Apollo.io vs CouchDB
- Apollo.io vs Firebolt
- Cassandra vs Outreach
- Cassandra vs Gong
- Cassandra vs Seismic
- Cassandra vs Pipedrive
- Cassandra vs HubSpot
- Cassandra vs Salesforce
- Cassandra vs Bitrix24
- Cassandra vs Capsule
- Cassandra vs Clari
- Cassandra vs Freshsales
- Cassandra vs Streak
- Cassandra vs Zoho CRM
- Cassandra vs Affinity
- Cassandra vs Agile CRM
- Cassandra vs Capsule CRM
- Cassandra vs Clay
- Cassandra vs Clearbit
- Cassandra vs Cloze
- Cassandra vs Cockroach Labs
- Cassandra vs PostgreSQL
- Cassandra vs Airtable
- Cassandra vs Amazon Aurora
- Cassandra vs Elasticsearch
- Cassandra vs PlanetScale
- Cassandra vs Azure SQL
- Cassandra vs ClickHouse
- Cassandra vs Couchbase
- Cassandra vs DuckDB
- Cassandra vs DynamoDB
- Cassandra vs MariaDB
- Cassandra vs Oracle Database
- Cassandra vs Amazon RDS
- Cassandra vs Amazon Redshift
- Cassandra vs Apache Druid
- Cassandra vs CouchDB
- Cassandra vs Firebolt

