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darktable vs Oxygen

A side-by-side editorial comparison of darktable and Oxygen — release velocity, themes, recent moves, and the top alternatives to consider.

darktable vs Oxygen: at a glance

FeaturedarktableOxygen
SectorDesignDesign
Velocity score2.56.3
Sparks · 30d01
Top themesraw-photo-editing, neural-restore, onnx-runtime, memory-safetymcp, ai-agents, wordpress, page-builder
Last editorial update12d ago11d ago
WebsiteVisit →Visit →

What is darktable?

darktable 5.6.2 keeps repairing the AI stack and stops stealing keyboard focus on Windows.

5.6.2 is a bug-fix release of 63 commits and 26 pull requests, with every feature section marked N/A. Neural work is again on the list: a crash at the end of raw denoise on certain sensor sizes, a crash or hang on faulty custom ONNX Runtime libraries, and corrupted output when a model returns more data than reserved. The most visible fix is on Windows, where darktable no longer takes keyboard focus from other applications. Leica SL3-P and Sony ILCE-7RM6 gain base support, and versioned documentation has resumed.

Read the full darktable trajectory →

What is Oxygen?

Oxygen 6.2 is final: AI agents can now build and manage Oxygen sites over MCP.

Oxygen is a WordPress site builder from the same team as Breakdance. Version 6.2 left beta on October 26 with an MCP server, so AI agents can build and manage sites through prompts. 6.2.1 followed two days later with a WooCommerce PayPal Payments fix. Before the final release came Beta 9 and RC 1 in September, alongside fixes for WordPress 7.1 in the Gutenberg add-on and WooCommerce 11 in Oxygen Classic.

Read the full Oxygen trajectory →

darktable vs Oxygen: editorial side-by-side

D
darktable
DESIGN
2.5

darktable 5.6.2 keeps repairing the AI stack and stops stealing keyboard focus on Windows.

◆ Current state

5.6.2 is a bug-fix release of 63 commits and 26 pull requests, with every feature section marked N/A. Neural work is again on the list: a crash at the end of raw denoise on certain sensor sizes, a crash or hang on faulty custom ONNX Runtime libraries, and corrupted output when a model returns more data than reserved. The most visible fix is on Windows, where darktable no longer takes keyboard focus from other applications. Leica SL3-P and Sony ILCE-7RM6 gain base support, and versioned documentation has resumed.

◆ Where it's heading

Two point releases after 5.6.0 the pattern holds: the feature release opened the neural surface and the follow-ups close its holes. Commit volume fell from 150 in 5.6.1 to 63, the usual decay of a stabilising line. OpenCL correctness remains the other steady thread.

◆ Prediction

Release dates point to December for the next feature release, since 5.2.0, 5.4.0 and 5.6.0 each landed on a June or December 21. Until then expect 5.6.x to stay on fixes; the entries still do not say whether the AI subsystem stays opt-in.

O
Oxygen
DESIGN
6.3

Oxygen 6.2 is final: AI agents can now build and manage Oxygen sites over MCP.

◆ Current state

Oxygen is a WordPress site builder from the same team as Breakdance. Version 6.2 left beta on October 26 with an MCP server, so AI agents can build and manage sites through prompts. 6.2.1 followed two days later with a WooCommerce PayPal Payments fix. Before the final release came Beta 9 and RC 1 in September, alongside fixes for WordPress 7.1 in the Gutenberg add-on and WooCommerce 11 in Oxygen Classic.

◆ Where it's heading

Oxygen and Breakdance shipped the same agent capability on the same day, so the vendor is betting both builders on agents. The legacy Classic and Gutenberg products still get compatibility releases.

◆ Prediction

Expect 6.2.x patches for the MCP server and WooCommerce edge cases; what comes after agent control is unclear from the entries.

Alternatives to darktable and Oxygen

Other Design products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either darktable or Oxygen.

See all darktable alternatives → · See all Oxygen alternatives →

Recent activity from darktable and Oxygen

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 16d agoOxygenOxygen 6.2.1 Is Now Available
  2. 18d agoOxygenOxygen 6.2 lets AI agents build and manage WordPress sites ⚡
  3. 1mo agodarktable5.6.2 fixes Windows focus theft and more neural restore crashes
  4. 1mo agoOxygenOxygen 6.2 RC 1 and a new docs site
  5. 1mo agoOxygenOxygen Gutenberg 1.4.7 fixes editing in WordPress 7.1
  6. 1mo agoOxygenOxygen 6.2 Beta 9
  7. 2mo agoOxygenOxygen Gutenberg 1.4.7 RC 1 for WordPress 7.1
  8. 2mo agodarktable5.6.1 spends 150 commits hardening the new AI stack
  9. 3mo agodarktableNightly development build (rolling tag)
  10. 4mo agodarktable5.6.0 adds an optional AI subsystem: object masks, denoise, upscale ⚡
  11. 4mo agodarktable5.7 development cycle opens
  12. 9mo agodarktabledarktable 5.4.1 bug-fix release

Frequently asked questions

What is the difference between darktable and Oxygen?

They serve adjacent needs but don't currently overlap on shipped themes. Oxygen is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is darktable better than Oxygen?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Oxygen is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Design products to evaluate alongside.

What are the best alternatives to darktable?

Top darktable alternatives in Design are ranked by recent ship velocity. Browse the "darktable alternatives" section above for the current picks, or visit /alternatives/darktable for the full list with editorial commentary on each.

What are the best alternatives to Oxygen?

Top Oxygen alternatives in Design are ranked by recent ship velocity. Browse the "Oxygen alternatives" section above for the current picks, or visit /alternatives/oxygen for the full list with editorial commentary on each.