Panoply vs SingleStore: Which Should You Choose in 2026?
Choosing between Panoply and SingleStore comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Panoply
Connect, store, and analyze all your data in a single cloud data warehouse platform.
Best for you if:
- • You need data warehouses features specifically
- • All-in-one cloud data warehouse with ELT capabilities.
- • Low-code platform for connecting, storing, and analyzing data from various sources.
SingleStore
Distributed SQL database for real-time analytics
Best for you if:
- • You want the higher-rated option (8.2/10 vs 0.0/10)
- • You need managed databases features specifically
- • SingleStore is a distributed SQL database for real-time analytics
- • It handles transactional and analytical workloads in one system
| At a Glance | ||
|---|---|---|
Price | Paid | Paid |
Best For | Data Warehouses | Managed Databases |
Rating | —/100 | 82/100 |
| Feature | Panoply | SingleStore |
|---|---|---|
| Pricing Model | Paid | Paid |
| Editorial Score | — | 82 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Data WarehousesETL & Data Pipelines | Managed DatabasesETL & Data Pipelines |
Understanding the Differences
Both Panoply and SingleStore solve similar problems, but they approach them differently.Panoply positions itself as "connect, store, and analyze all your data in a single cloud data warehouse platform." while SingleStorefocuses on "distributed sql database for real-time analytics". These differences matter depending on what you're trying to accomplish.
When to Choose Panoply
Panoply makes sense if you're looking for a comprehensive paid solution.
When to Choose SingleStore
SingleStore is worth considering if you need a professional-grade tool. Scoring 82/100, it edges ahead in our evaluation.
Who Should Use What?
Bootstrapped or small team?
Neither is free, but both have their value. Test them both and see which clicks.
We'd pick: SingleStore
Growing fast?
Your team doubled last quarter and you need tools that won't break when you add 50 more people. SingleStore is built for teams that are leveling up.
We'd pick: SingleStore
Enterprise with complex needs?
You need SSO, compliance certifications, and a support team that picks up the phone. Panoply is built for organizations like yours.
We'd pick: Panoply
Still not sure? Answer these 3 questions
How much can you spend?
Both are paid tools. If money isn't the issue, go with SingleStore—it scored higher.
Do you care what other users think?
Both have similar review counts. Read a few before you commit.
Expert opinion or crowd wisdom?
Our team rated SingleStore higher (82/100). But the community has upvoted SingleStore more (0 votes). Pick your source of truth.
Key Takeaways
What SingleStore Does Better
- Higher overall score (82/100)
- Our recommendation for most use cases
Consider Panoply If
- Its specific features better match your workflow
- You prefer its interface or design approach
The Bottom Line
If we had to pick one, we'd go with SingleStore (82/100). But the honest answer is that "better" depends on your situation. SingleStore scores higher in our analysis, but Panoply might be the right choice if its specific strengths align with what you need most. Take advantage of free trials to test both before committing.
Frequently Asked Questions
Is Panoply or SingleStore better?
Based on our analysis, SingleStore scores higher with 82/100. Panoply ispaid while SingleStore is paid. The best choice depends on your specific needs and budget. We recommend testing both with free trials if available.
Can I switch from Panoply to SingleStore easily?
Migration difficulty varies. Check if both tools support data export/import in compatible formats. Some tools offer migration assistance or have integration partners who can help with the transition.
Do Panoply and SingleStore offer free trials?
Most software in this category offers free trials or free tiers. Panoply is paid with potential trial.SingleStore is paid with potential trial. Visit their websites for current trial offers.