| Deployment | Desktop application installed per user (Windows/macOS/Linux); CloudBeaver exists as a separate web product. | One self-hosted binary (Docker/Helm available) serving a web workspace for the whole team; state in local SQLite. |
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| Database breadth | Exceptional: 80+ databases via JDBC, including ClickHouse in the free Community edition. The clear winner if you juggle many engines. | ClickHouse only, on purpose. Depth over breadth. |
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| SQL editing | Mature editor: autocomplete, formatting, execution plans, scripts, refined over a decade. | ClickHouse-tuned workspace: streaming results, result sort/filter, automatic history, ClickHouse error parsing with jump-to-error, Ask AI (Pro). |
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| Dashboards & sharing | Charts and dashboards exist in the PRO editions, but they are per-desktop. There is no URL a teammate can open. | Web dashboards with shareable public links; alerts and scheduled runs on top (Pro). |
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| ClickHouse operations | Generic database admin over JDBC: sessions, metadata. No ClickHouse-specific replication/merges/Keeper views. | Cluster Health and Query Insights (Pro): per-node replication, merges, mutations, parts, Keeper, backups, and query_log analytics. |
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| Cost visibility | None. | Cost Center (Pro): compute and storage showback priced from system tables, per team and per user, CSV export. |
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| Ingestion & modeling | Strong data transfer/import-export tooling between databases and files, a real DBeaver strength. | Continuous pipelines (Kafka, S3, webhooks, databases) plus dbt-style models with schedules, plus GitHub sync (Pro). |
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| AI | AI assistant available in paid PRO editions. | Brain AI chat with your own provider key, in core with no license needed; Ask AI and agentic tools are Pro. |
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| Auth & governance | Local tool: credentials per user, no shared audit trail. Team/server features live in the separate Team Edition and CloudBeaver products. | Workspace users and roles, SSO/OIDC (Pro), immutable audit log, governance catalog and guardrails (Pro). |
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| Licensing & price | Community edition free (Apache-2.0). PRO desktop editions are per user per year, roughly $110 (Lite) to $500 (Ultimate); team/web products priced separately. | Core free (Apache-2.0). Pro is $1,199/year flat per instance, unlimited users. A team of 12 pays the same as a team of 2. |
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