ModelsBenchmark resultImage, Video & 3D Generation · Evaluation & Benchmarks · Large Language Models1 source · Oct 21, 2026

best image edit model as of october 21st 2026

Hello everyone, I was last up to speed with ideogram 4.5 open weights about to ship.

Proof1 community thread

Key points

  • The most advanced stuff was qwen 2.1 edit and h3 minimax edit workflow for images.
  • What is the current SOTA for editing models with the latest releases?
  • I want open weights/soure and my use cases are mostly image upscaling and reframing images that are portrait into horizontal with minimum new inventions (9:16 to 4:3, for instance).
  • What do you guys enjoy using right now?

Sources (1)

  • [1]best image edit model as of october 21st 2026
    r/StableDiffusion (top, day) · Oct 21, 01:29 PM
    Hello everyone, I was last up to speed with ideogram 4.5 open weights about to ship.
    The most advanced stuff was qwen 2.1 edit and h3 minimax edit workflow for images.

Extractive summary: sentences quoted from the sources.

Hype check

Independently evaluated5 independent looks since

  1. Evaluation · Oct 21, 2026OpenFill beta.2, free local Generative Fill for GIMP 3 on ComfyUI, now with live previews and GTX 10 support
  2. Evaluation · Oct 21, 2026Mica v0.5: The smartest 4B decision model is also the fastest one. 20 ms per answer, 25x faster than Jev
  3. Evaluation · Oct 21, 2026Flux Klein 9B Distilled vs Flux 3 Klein Distilled vs Qwen 2.1 Turbo vs Krea 3 vs Nano Banana 2.1 vs Ideogram 4.5 on a somewhat tricky two-input-image edit
  4. Evaluation · Oct 21, 2026Turbo edits showdown: FIbo 2 edit vs Klein 9b vs Qwen 2.1 at 1 megapixel. (Caveats and links to the viewer in description)
  5. Evaluation · Oct 22, 2026Kitten-TTS 2: New Open-source SOTA 1.58 bit TTS (CPU-only with voice cloning, multilingual, emotion control)
  6. Follow-up · Oct 21, 2026LTX Desktop 1.3.0 is out!

Before this

  1. Oct 20, 2026Minimax-Optimal Predictive Flow Matching under Distribution Drift
  2. Oct 20, 2026[AINews] DeepSeek DeepInfer: Open Source SOTA Inference running 155T toks/day/cluster making $22m/day at ~80% margin for a 81 day payback
  3. Oct 20, 2026Kratos vs Teddy bear minimax
  4. Oct 20, 2026[WILD ENCOUNTER] Zelda gets caught up with Pikachu
  5. Oct 19, 2026Always On - A collaboration between two LLMs
  6. Oct 19, 2026Space Bunny was MiniMax M3.1 Flash. 428B-A23B, weights drop Thursday

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