ClickHouse vs Apache Doris
Both are alternatives to Snowflake. Here's how they stack up — verified facts, no spin.
Also searched as Apache Doris vs ClickHouse — same comparison, one verdict.
ClickHouse and Apache Doris are closely matched on ownership (93 vs 92) — this one comes down to pricing and to which trade-offs below you can live with.
ClickHouse
TOP PICKAnalytical queries at a speed that reframes what you thought was slow.
ClickHouse is a columnar database built for analytical queries and it is startlingly fast — billions of rows scanned in under a second on modest hardware is routine rather than exceptional. Apache-2.0, around 49k stars, and used at scale by Cloudflare, Uber and many others. Compression is excellent, so storage costs fall as well as compute. It is the strongest technical answer on this page, and the cost is operational: schema and index design matter enormously here, and a badly designed table is slow in ways a warehouse would have hidden from you.
Apache Doris
Real-time analytics with the operational simplicity Snowflake users expect.
Doris aims at the gap between ClickHouse's speed and a warehouse's ease: MySQL-compatible protocol, so existing clients and BI tools connect unchanged, real-time ingestion, materialised views maintained automatically, and considerably less tuning than ClickHouse demands. Apache Software Foundation governance, Apache-2.0, around 16k stars. It is the option to look at when the team wants ClickHouse economics but nobody wants to become a ClickHouse specialist.
Side by side
10 points of comparison, every one read from a verified field. Green marks the side that wins a row outright. A dash means we do not hold that fact — never that it is zero.
| ClickHouse | Apache Doris | |
|---|---|---|
| Sovereignty ScoreOur transparent 0–100 composite for data ownership and exit cost. | 93 | 92 |
| Open source | Yes | Yes |
| Self-hostable | Yes | Yes |
| Local-first data | Yes | Yes |
| License | Apache-2.0 | Apache-2.0 |
| Pricing | Free and open source. ClickHouse Cloud is a paid managed option. | Free and open source. Managed offerings available from vendors. |
| RAM to run it wellThe figure that actually matters, not the vendor's minimum. | 16 GB | — |
| Realistic running costWhat the box costs each month if you run it yourself. | $80–150/mo for a single node handling tens of billions of rows, against thousands on Snowflake for comparable workloads | — |
| Setup timeHonest first-install estimate, not the marketing quickstart. | Half a day for a single node; a real cluster is a project | — |
| Ongoing maintenanceThe part nobody budgets for. | Moderate. Schema and ORDER BY decisions are close to permanent, merges need disk headroom, and upgrades want testing. | — |
ClickHouse is Macrostack's recommended Snowflake alternative, so it's our pick here.
ClickHouse
Strengths
- +Frequently outruns Snowflake on analytical workloads, at a fraction of the cost
- +Apache-2.0 with no enterprise carve-out
- +Excellent compression — storage bills drop noticeably
- +Proven at enormous scale by well-known operators
Trade-offs
- −Schema and index design matter far more than in a warehouse
- −Updates and deletes are awkward by design
- −Operating a cluster is real work
- −Weaker governance and lineage tooling than Snowflake
Apache Doris
Strengths
- +MySQL protocol — existing BI tools and clients just connect
- +Materialised views maintained automatically, no manual refresh
- +Apache Software Foundation governance
- +Markedly less tuning required than ClickHouse
Trade-offs
- −Smaller community outside China than ClickHouse
- −Documentation in English is thinner
- −Fewer integrations in the Western data stack
- −Still a cluster to run
Which one fits you
The trade-offs above, turned into a decision. Find the line that describes your team.
Choose ClickHouse
if a lower exit cost matters more to you than any single feature, and frequently outruns Snowflake on analytical workloads, at a fraction of the cost.
Choose Apache Doris
if mySQL protocol — existing BI tools and clients just connect.
Neither, yet
if both carry a real cost you should weigh first — schema and index design matter far more than in a warehouse, and smaller community outside China than ClickHouse. If either of those is a dealbreaker for your team, the shortlist is wrong rather than the choice.
What it takes to run these yourself
Real requirements and honest running costs, not the vendor quickstart.
ClickHouse vs Apache Doris — common questions
Is ClickHouse a better fit than Apache Doris for data warehouses & analytics engines?
It depends on what you are optimising for, and the honest split is this: ClickHouse scores 93 to Apache Doris's 92 on data ownership and exit cost, so it is the safer choice if you care about being able to leave. Apache Doris earns its place on a different axis — mySQL protocol — existing BI tools and clients just connect. Neither is a wrong answer for every team; the table above is the actual comparison.
What happens if we want to switch later?
ClickHouse keeps its data local or in open formats, so leaving is an export rather than a negotiation. Apache Doris is still self-hostable, so the files stay on your server either way — but it is not local-first by design, so check what its export produces before you rely on it.
Can I self-host ClickHouse or Apache Doris?
Both can be self-hosted. The difference is what it costs you in time rather than whether it is possible — see the setup and maintenance rows above.
Are ClickHouse and Apache Doris both alternatives to Snowflake?
Yes — both appear in our Snowflake comparison, which is why they are worth putting side by side. People usually arrive here already having decided to move off Snowflake and now choosing between the two replacements, which is a narrower and much easier question.
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Facts verified 2026-08-03. Licenses and pricing change — spotted something out of date? That's a correction we want.