Number 1: 
ComputeSDK
Independent weekly benchmarks for infrastructure providers
- Developer Tools
- United States
- DR 52 +1 (up) since last check
Developer Tools
DBLift
Python database migration tool with SQL preview, validation and undo
- Community votes
- 0
- DR by Ahrefs
- 6 no change since last check
Ahrefs Domain Rating benchmarked 12 Nov 2026, rebuilt 23 Oct 2026.
Open-source database migration tool for Python teams that lets you preview SQL, validate changes and undo with your own scripts.
What it is
DBLift is an open-source, Apache 2.0 database migration tool for Python teams that brings database migration work into Python-native review, CI, and release workflows. It allows teams to write versioned SQL or Python migration files and preview every statement before it runs using the dry-run command. The tool applies migrations under a lock, records each version in a schema history table, and provides commands to show applied, pending and reversible migrations, validate history, and rollback with undo files. It supports twenty database engines including PostgreSQL, MySQL, SQL Server, DuckDB, MongoDB and PostgreSQL-compatible clouds, plus a Python API, pytest plugin, GitHub Action and MCP server for AI coding agents. The open-source core is free under Apache 2.0, while Pro and Enterprise tiers add schema comparison, audited data fixes, offline plans, preflight rehearsal and retained release evidence.
What it is built with
- Preview SQL with dry-run before execution
- Migration validation and consistency checking
- Schema comparison and diff
- SQL review without execution
- Undo and rollback capabilities
- Python API and pytest plugin
- Audited data corrections
- GitHub Action and MCP server for AI agents
- Migration history tracking in schema history table
Pricing
Pricing model: Open source
Open-source core free under Apache 2.0. Pro and Enterprise tiers available at https://dblift.com/pricing/
Follow the workshop. Log in to follow DBLift's workshop
Following DBLift means an email when they reach a milestone, post an update or launch a new product.
DBLift metrics
| Metric | Value |
|---|---|
| Domain Rating | 6 no change since last check |
| Trust Flow | 9 no change since last check |
| Citation Flow | 18 no change since last check |
| Referring domains | 33 no change since last check |
| External backlinks | 224 no change since last check |
Ahrefs Domain Rating benchmarked 12 Nov 2026, rebuilt 23 Oct 2026. Main build topic: Computers/Programming/Languages (9). Majestic benchmarked 23 Oct 2026, rebuilt 23 Oct 2026. Link data built by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
DBLift domain build sheet
Open the build sheet
| Domain age | 1 year |
|---|---|
| Registered | |
| Expires | |
| Registrar | HOSTINGER operations, UAB |
| DNSSEC | Not signed |
DBLift after-launch build log
Since DBLift launched on Maker Launches on 23 October 2026, these are the figures we have tracked.
- Domain Rating (Ahrefs)
- 6 no change since launch
- 6 at launch (23 Oct 2026), 6 on 11 Nov 2026
- Trust Flow (Majestic)
- 9
- First measured 23 Oct 2026
- Referring domains (Majestic)
- 33
- First measured 23 Oct 2026
Day 20 since launch. Next receipt: day 30, 22 Nov 2026. We show what changed, not what caused it: many things affect these numbers. Nothing here is estimated.
Planning a launch?
Plan your launch with our free playbook, from preparing your listing to choosing more launch directories.
- The week before
- Launch day
- Launch week
- Afterwards
Compare and explore
Questions from the bench
- What does the free open-source core include?
- The free Apache 2.0 core includes migrate, preview, validate, validate-sql and undo capabilities. Validate checks migration consistency, and validate-sql reviews migration SQL without running it.
- What do Pro and Enterprise tiers add?
- Pro adds schema comparison and audited data fixes. Enterprise adds offline plans, preflight rehearsal and retained release evidence for approvers.
- Can you write migrations in Python?
- Yes, you can write versioned Python migration files using MigrationContext for data changes that need Python code, not just SQL.
- Can you migrate from Flyway to DBLift?
- Yes, DBLift supports importing a Flyway history and baselining an existing database when switching from Flyway.
Leave a review for DBLift
Nobody has put DBLift on the bench yet. Leave the first review.
Reviewing is free, and nobody can pay for a review. Read the bench notes
Maker reviews · Workshop notes · Show it off · Did you make this? Claim it · Report this build
DBLift has a free listing. The owner can unlock the full profile with a paid launch for $5:
- Founder story (locked)
- Milestones (locked)
- Demo video (locked)
- Dofollow website link (locked)
More builds like this
Number 1:
Number 2: Force
The code cockpit for AI coding agent sessions
- Developer Tools
- DR 0 no change since last check
Number 3:
Diffoniq™Compare files, folders and archives side by side on Windows
- Developer Tools
- Austria
- DR 2 no change since last check
Number 4:
UmweltAn epistemic state engine that tracks what each character knows, and how they learned it
- Developer Tools
- DR 0 no change since last check