Who is SingleStore best for?

SingleStore is built for Enterprise data architects and database engineers building real-time data platforms, SaaS product teams requiring multi-tenant, high-concurrency database backends, Data engineers managing high-volume streaming and CDC pipelines, AI/ML platform teams integrating vector search and LLM-based features into applications. Common use cases include Real-time customer-facing analytics and dashboards at high concurrency; AI and generative AI application backends requiring vector search and LLM integration; Operational analytics consolidating OLTP and OLAP into a single platform.

How is SingleStore priced?

SingleStore Helios cloud pricing is usage-based, billed in credits. A free shared tier (1 workspace) is available for development and testing. The Standard managed tier starts at $0.99/hour per workspace with $600 in free trial credits; it includes read replicas, database branching, 30-day monitoring, and 99.9%–99.99% SLA depending on availability zone configuration. The Enterprise tier starts at $1.49/hour and adds online point-in-time recovery (PITR), Smart DR, audit logging, and customer-managed encryption keys (CMEK). Storage is billed separately at approximately $0.023–$0.025/GB/month. A BYOC (Bring Your Own Cloud) Standard option is available via custom pricing. Commitment pricing discounts are available for production workloads. Self-managed on-premises pricing is not publicly listed. SingleStore Flow (optional CDC/replication add-on) is billed separately by compute size and data volume processed.

What are the alternatives to SingleStore?

Common Databases & Data Infrastructure alternatives to SingleStore include CockroachDB, MongoDB, QuestDB, Supabase, PingCAP. See the full comparison hub at /verticals/databases-data-infrastructure/compare.

What do users praise about SingleStore?

Users frequently praise: Ultra-low latency query speed on large datasets; High concurrency handling (thousands of simultaneous users); Native Kafka ingestion via SingleStore Pipelines (no external connectors needed); MySQL wire-protocol compatibility easing migration; Multi-model support (SQL, JSON, vector) in one engine; Multi-cloud managed service (AWS, Azure, GCP); Responsive and knowledgeable customer support; Ease of use for MySQL-experienced engineers.

What are common complaints about SingleStore?

Frequently cited limitations: Documentation quality gaps hindering onboarding; Not beginner-friendly for early-stage developers; Steep learning curve without MySQL background; Limited table-level cross-cluster replication; Advanced SQL features (window functions, complex JSON) less complete than alternatives; Perceived premium pricing relative to open-source options; Support routing through third-party resellers can add friction.

When was SingleStore founded and where?

SingleStore was founded in 2011, headquartered in San Francisco, CA, USA by Nikita Shamgunov, Adam Prout, Erik Frenkiel.

How big is SingleStore?

SingleStore reports hundreds (100+ Fortune 500 / Forbes Glob customers, ~$123M ARR.

AI visibility report

AI visibility report for SingleStore in Databases & Data Infrastructure.

Outside the top three on 12 of the 25 prompts buyers actually ask.

CockroachDB is cited on 4 of those losses.

25 prompts

6 platforms

Updated Aug 30, 2026 - refreshed weekly

Track SingleStore daily

Free trial. Setup comes pre-filled for SingleStore.

Track SingleStore across these prompts daily.

Start free trial

1percent

Presence Rate

Low presence

Still absent from 99.3% of tracked prompt responses

Top-3 citations across 150 prompt × platform pairs

+0.40

Sentiment

-1.00.0+1.0

Positive

No clearrank

Peer Ranking

#1#15

No clear rankin Databases & Data Infrastructure

Key Metrics

Presence Rate

0.7%

Share of Voice

1.6%

Avg Position

#1.0

Docs Presence

0.7%

Blog Presence

0.0%

Brand Mentions

4.0%

Platform Breakdown

ChatGPT

4%1/25 prompts

Perplexity

Research dossierCapabilities, use cases, sources, reviews, pricing, and FAQ

Overview

SingleStore (formerly MemSQL) is a San Francisco-based distributed SQL database company founded in 2011. Its flagship product, SingleStore Helios, is a cloud-native platform designed to unify transactional (OLTP) and analytical (OLAP) workloads—known as HTAP—within a single engine, eliminating the need to maintain separate databases for different workload types. It natively supports relational SQL, JSON, vector, full-text search, time-series, and geospatial data. The platform is MySQL wire-protocol compatible and offers a MongoDB-compatible API (SingleStore Kai). Deployment options include managed cloud on AWS, Azure, and GCP; Bring Your Own Cloud (BYOC); and self-managed on-premises. In September 2025, Vector Capital acquired a majority stake in a growth buyout. SingleStore serves 100+ Fortune 500 customers across 40+ industries including financial services, media, retail, and high tech.

AI visibility report

AI visibility report for SingleStore in Databases & Data Infrastructure.

Outside the top three on 12 of the 25 prompts buyers actually ask.

CockroachDB is cited on 4 of those losses.

25 prompts

6 platforms

Updated Aug 30, 2026 - refreshed weekly

Track SingleStore daily

Free trial. Setup comes pre-filled for SingleStore.

Track SingleStore across these prompts daily.

Start free trial

1percent

Presence Rate

Low presence

Still absent from 99.3% of tracked prompt responses

Top-3 citations across 150 prompt × platform pairs

+0.40

Sentiment

-1.00.0+1.0

Positive

No clearrank

Peer Ranking

#1#15

No clear rankin Databases & Data Infrastructure

Key Metrics

Presence Rate

0.7%

Share of Voice

1.6%

Avg Position

#1.0

Docs Presence

0.7%

Blog Presence

0.0%

Brand Mentions

4.0%

Platform Breakdown

ChatGPT

4%1/25 prompts

Perplexity

Research dossierCapabilities, use cases, sources, reviews, pricing, and FAQ

Overview

Reviews

4.5/5G2·118+4.5/5Gartner Peer Insights·180+8.8/10PeerSpot·7+

Praised

Ultra-low latency query speed on large datasets
High concurrency handling (thousands of simultaneous users)
Native Kafka ingestion via SingleStore Pipelines (no external connectors needed)
MySQL wire-protocol compatibility easing migration
Multi-model support (SQL, JSON, vector) in one engine
Multi-cloud managed service (AWS, Azure, GCP)
Responsive and knowledgeable customer support
Ease of use for MySQL-experienced engineers

Criticized

Users consistently praise SingleStore for exceptional query speed and ingestion throughput—particularly Kafka-based streaming pipelines—and its ability to handle thousands of concurrent users for customer-facing dashboards. MySQL compatibility is cited as a migration accelerator. Common criticisms include documentation gaps, a steeper-than-expected learning curve for newcomers, limited cross-cluster replication, and premium pricing. Enterprise buyers in financial services, adtech, and SaaS dominate the reviewer base across Gartner Peer Insights and G2.

Prompt	Perplexity	Google AI Mode	Gemini Search	ChatGPT	Bing Copilot	Grok
Capability1/5 cited (20%)
What are the best dedicated vector databases, and how do they compare to adding vector search extensions to an existing relational database?	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited

#	Brand	PresencePres.	Share of VoiceSoV	DocsDocs	BlogBlog	MentionsMent.	Avg PosPos	Sentiment
1	CockroachDB	4.0%	26.2%	1.3%	0.7%	2.7%	#16.4	+0.57
2	MongoDB	3.3%	16.4%	2.7%	0.0%	23.3%	#15.3	+0.56
3	Supabase	2.7%	6.6%	2.0%	0.0%	18.0%	#2.0	+0.73
4	QuestDB	2.7%	6.6%	0.0%	2.7%	4.7%	#3.0	+0.35
5	PingCAP	2.0%	14.8%	0.0%	0.7%	2.7%	#4.1	+0.40
6	Neon	1.3%	3.3%	1.3%	0.0%	24.7%	#2.0	+0.47
7	Xata	1.3%	9.8%	0.7%	0.7%	2.7%	#2.8	+0.50
8	ClickHouse	1.3%	4.9%	0.0%	0.0%	8.7%	#3.0	+0.30
9	PlanetScale	1.3%	3.3%	1.3%	0.0%	16.0%	#3.0	+0.80
10	Turso	1.3%	3.3%	1.3%	0.0%	8.0%	#3.5	+0.57
11	SingleStore	0.7%	1.6%	0.7%	0.0%	4.0%	#1.0	+0.40
12	Redis	0.7%	1.6%	0.7%	0.0%	8.7%	#2.0	+0.70
13	Timescale	0.7%	1.6%	0.0%	0.0%	1.3%	#2.0	+0.40
14	Fauna	0.0%	0.0%	0.0%	0.0%	0.7%	—	—
15	Gel	0.0%	0.0%	0.0%	0.0%	0.0%	—	—

Developer Experience0/5 cited (0%)
Which time-series databases have the best query authoring and debugging experience for teams coming from relational databases?	Neither your brand nor a competitor was cited	A competitor was cited	A competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited

Integrations & Ecosystem0/5 cited (0%)
Which cloud database platforms support change data capture for streaming row-level changes to a message queue or event bus with low latency?	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited

Performance & Reliability0/5 cited (0%)
What tools and benchmarks help compare database platforms for high-concurrency transactional workloads before committing to one?	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited

AI visibility report for SingleStore in Databases & Data Infrastructure.

Key Metrics

Platform Breakdown

Overview

AI visibility report for SingleStore in Databases & Data Infrastructure.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and SingleStore is not.

Where SingleStore is winning1

Where SingleStore is losing5

Key Facts

Key Capabilities10

Key Use Cases8

SingleStore customer outcomes

Recent Trend

How AI describes SingleStore3

Most cited sources1

Alternatives in Databases & Data Infrastructure6

Reviews

Pricing

Limitations

Topic Coverage

Prompt-Level Results

Vertical Ranking

Turn this into your team dashboard

Frequently asked questions

Setup & First Run0/5 cited (0%)
Which distributed SQL platforms support migrating from a legacy relational database with minimal downtime for a production application?	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited	A competitor was cited	Neither your brand nor a competitor was cited	Neither your brand nor a competitor was cited

AI visibility report for SingleStore in Databases & Data Infrastructure.

Key Metrics

Platform Breakdown

Overview

AI visibility report for SingleStore in Databases & Data Infrastructure.

Key Metrics

Platform Breakdown

Overview

Prompts where competitors are visible and SingleStore is not.

Where SingleStore is winning1

Where SingleStore is losing5

Key Facts

Key Capabilities10

Key Use Cases8

SingleStore customer outcomes

Recent Trend

How AI describes SingleStore3

Most cited sources1

Alternatives in Databases & Data Infrastructure6

Reviews

Pricing

Limitations

Topic Coverage

Prompt-Level Results

Vertical Ranking

Turn this into your team dashboard

Frequently asked questions

What does SingleStore do?

Who is SingleStore best for?

How is SingleStore priced?

What are the alternatives to SingleStore?

What do users praise about SingleStore?

What are common complaints about SingleStore?

When was SingleStore founded and where?

How big is SingleStore?