Chroma vs SingleStore
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Chroma offers fewer features (30 vs 40) and fewer integrations (5 vs 15). Starting price: Chroma at $250/mo vs SingleStore at $0.99/mo. Chroma has 28 unique features while SingleStore has 38 unique features, with 2 features in common.
| Chroma | SingleStore | |
|---|---|---|
| Category | Database | Database |
| Total Features | 30 | 40 |
| AI-Powered Features | 5 | 3 |
| Starting Price | $250/mo | $0.99/mo |
| Pricing Tiers | 3 | 4 |
| Integrations | 5 | 15 |
| Shared Features | 2 | |
| Shared Integrations | 1 | |
| Data Quality | 80% | 85% |
Feature Comparison by Category
AI (0 vs 3)
| Feature | Chroma | SingleStore |
|---|---|---|
| Aura Analyst | ||
| Full-Context AI | ||
| Vector Search |
Administration (0 vs 3)
| Feature | Chroma | SingleStore |
|---|---|---|
| Management API | ||
| Resource Governance | ||
| Transparent Updates |
Analytics (0 vs 1)
| Feature | Chroma | SingleStore |
|---|---|---|
| Real-Time Analytics |
Availability (0 vs 2)
| Feature | Chroma | SingleStore |
|---|---|---|
| High Availability | ||
| Read Replicas |
Compatibility (0 vs 3)
| Feature | Chroma | SingleStore |
|---|---|---|
| ANSI SQL Compliance | ||
| MongoDB Wire Protocol Compatibility | ||
| MySQL Wire Protocol Compatibility |
Compliance (0 vs 1)
| Feature | Chroma | SingleStore |
|---|---|---|
| Compliance Certifications |
Configuration (1 vs 0)
| Feature | Chroma | SingleStore |
|---|---|---|
| ReadLevel Configuration |
Data Ingestion (0 vs 2)
| Feature | Chroma | SingleStore |
|---|---|---|
| Bulk Load | ||
| Streaming Data Pipelines |
Data Integration (2 vs 1)
| Feature | Chroma | SingleStore |
|---|---|---|
| Chroma Sync | ||
| Chroma Web Sync | ||
| SingleStore Flow |
Data Management (2 vs 1)
| Feature | Chroma | SingleStore |
|---|---|---|
| Dataset Forking | ||
| Metadata Arrays | ||
| Multi-Model Support |
Developer Tools (3 vs 0)
| Feature | Chroma | SingleStore |
|---|---|---|
| Command-line Interface | ||
| JavaScript Client V3 | ||
| Multi-language SDK |
Development Tools (0 vs 3)
| Feature | Chroma | SingleStore |
|---|---|---|
| Code Engine | ||
| Database Branching | ||
| Jupyter Notebooks |
Disaster Recovery (0 vs 2)
| Feature | Chroma | SingleStore |
|---|---|---|
| Point-in-Time Recovery (PITR) | ||
| Smart DR |
Enterprise (3 vs 0)
| Feature | Chroma | SingleStore |
|---|---|---|
| BYOC (Bring Your Own Cloud) | ||
| Multi-region Replication | ||
| Point-in-time Recovery |
Infrastructure (3 vs 0)
| Feature | Chroma | SingleStore |
|---|---|---|
| Auto-scaling | ||
| Intelligent Data Tiering | ||
| Write-Ahead Log (WAL3) |
Integration (0 vs 3)
| Feature | Chroma | SingleStore |
|---|---|---|
| Data Lake Agnostic Platform | ||
| Native Drivers | ||
| SingleStore Kai |
Licensing (1 vs 0)
| Feature | Chroma | SingleStore |
|---|---|---|
| Open Source Apache 2.0 |
Monitoring (1 vs 0)
| Feature | Chroma | SingleStore |
|---|---|---|
| Indexing Status Monitoring |
Networking (1 vs 0)
| Feature | Chroma | SingleStore |
|---|---|---|
| Private Networking |
Observability (0 vs 2)
| Feature | Chroma | SingleStore |
|---|---|---|
| Monitoring and Alerts | ||
| Query History |
Performance (3 vs 1)
| Feature | Chroma | SingleStore |
|---|---|---|
| Base64 Vector Encoding | ||
| Fast Query Latency | ||
| Push-based Query Execution Engine | ||
| Ultra-Low Latency Queries |
Pricing (1 vs 0)
| Feature | Chroma | SingleStore |
|---|---|---|
| Serverless Pricing |
Scalability (0 vs 2)
| Feature | Chroma | SingleStore |
|---|---|---|
| Clusters | ||
| Horizontal Scalability |
Search (7 vs 1)
| Feature | Chroma | SingleStore |
|---|---|---|
| Full-Text Search | ||
| Full-text Search | ||
| GroupBy Search Results | ||
| Metadata Search | ||
| Package Search MCP | ||
| Regex Search | ||
| Sparse Vector Search | ||
| Vector Search |
Security (2 vs 7)
| Feature | Chroma | SingleStore |
|---|---|---|
| Audit Logging | ||
| Customer-Managed Encryption Keys | ||
| Customer-Managed Encryption Keys (CMEK) | ||
| Data Encryption | ||
| Private Network Connections | ||
| Role-Based Access Control (RBAC) | ||
| SCIM with Okta | ||
| SOC 2 Type II Compliance | ||
| Single Sign-On (SSO) |
Storage (0 vs 2)
| Feature | Chroma | SingleStore |
|---|---|---|
| Bottomless Storage | ||
| Universal Storage |
Unique Features
Only in Chroma (28)
ReadLevel Configuration
Chroma Sync
Chroma Web Sync
Dataset Forking
Metadata Arrays
Command-line Interface
JavaScript Client V3
Multi-language SDK
BYOC (Bring Your Own Cloud)
Multi-region Replication
Point-in-time Recovery
Auto-scaling
Intelligent Data Tiering
Write-Ahead Log (WAL3)
Open Source Apache 2.0
Indexing Status Monitoring
Private Networking
Base64 Vector Encoding
Fast Query Latency
Push-based Query Execution Engine
+ 8 more unique features
Only in SingleStore (38)
Management API
Resource Governance
Transparent Updates
Aura Analyst
Full-Context AI
Real-Time Analytics
High Availability
Read Replicas
ANSI SQL Compliance
MongoDB Wire Protocol Compatibility
MySQL Wire Protocol Compatibility
Compliance Certifications
Bulk Load
Streaming Data Pipelines
SingleStore Flow
Multi-Model Support
Code Engine
Database Branching
Jupyter Notebooks
Point-in-Time Recovery (PITR)
+ 18 more unique features
Want to build your own alternative to Chroma or SingleStore?
Analyze it with Reap