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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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Adobe Firefly
A
ChatGPT Operator
B
smol-audio
A
TaglineCommercially safe image gen, deeply integrated with Photoshop.OpenAI's browser agent. Clicks and types on websites for you.A free, open collection of Colab notebooks that makes fine-tuning Whisper, Parakeet, Voxtral, Granite Speech, and Audio Flamingo 3 actually approachable on commodity GPUs.
CategoryImageAgentsAudio
PricingFree + included with Creative CloudIncluded with ChatGPT Pro $200/moFree (open-source, Apache 2.0)
Best forAnyone in Creative Cloud. Brands that need copyright clarity.Power users willing to pay $200/mo for a browser bot.ML engineers and audio researchers who want reproducible, low-friction recipes for fine-tuning open-source speech models on custom domains without standing up their own GPU infra.
Strengths
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Covers five distinct state-of-the-art audio models in one repo — rare breadth for a single toolkit
  • Designed to run on a standard 16 GB Colab T4 GPU, no local hardware needed
  • Exposes full training loops and data pipelines transparently within the HuggingFace ecosystem (transformers, peft, accelerate, datasets)
  • LoRA support baked in for memory-heavy models like Audio Flamingo 3 and Voxtral
  • Apache 2.0 license — fully hackable and production-ready
Weaknesses
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • No UI or web app — purely notebook-based, so non-developers need not apply
  • Very new (released late April 2026), so community vetting, bug reports, and long-term maintenance are unproven
  • Colab's free tier GPU availability is unreliable; longer fine-tuning runs may timeout or OOM without Colab Pro
Kai's verdictS-tier inside Photoshop (Generative Fill). B-tier standalone.B-tier. Still early. Manus is more flexible for less money.If you've ever rage-quit trying to fine-tune Whisper on a niche language or domain, smol-audio is the cookbook you wished existed — transparent, practical, and actually runs on free Colab. It's a practitioner's toolkit, not a product, but that's exactly what makes it useful. (Verdict pending Phi's full review.)
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