Compare AI tools

	Aider A	Adobe Firefly A	Descript S	Replicate S
Tagline	Terminal-based AI pair programmer. Git-aware, model-flexible.	Commercially safe image gen, deeply integrated with Photoshop.	Edit video + podcasts by editing the transcript.	Run any open-source AI model with an API call.
Category	Coding	Image	Video	Dev Platform
Pricing	Free (open source) + whatever API you use	Free + included with Creative Cloud	Free + $16-$50/mo	Pay per second of compute
Best for	Developers who want open-source tooling with full control.	Anyone in Creative Cloud. Brands that need copyright clarity.	Podcasters, course creators, anyone editing talking-head content.	Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths	Works in any terminal Auto-commits changes with meaningful messages Works with any model (Claude, GPT, local) Minimal learning curve	Trained on licensed content — commercially safe Generative Fill in Photoshop is incredible Native to Adobe ecosystem	Edit audio/video by deleting text Overdub (voice clone) for fixes Strong collaboration + remote recording	Tens of thousands of models (image, video, audio, LLMs) One-line API for any model Cog framework for custom model deploy
Weaknesses	Terminal-only Less agentic than Claude Code Setup on Windows is fiddly	Aesthetic ceiling below Midjourney Tied to Adobe subscription	Not a traditional NLE — some workflows awkward Overdub ethics require care	Cold starts on less-popular models Pricing gets real at scale
Kai's verdict	A-tier. The right answer if you want open-source + terminal-native + model-agnostic.	S-tier inside Photoshop (Generative Fill). B-tier standalone.	S-tier for content creators. Cuts editing time in half. Non-obvious but life-changing.	S-tier for open-source model APIs. The default in this space.
Link	Open →	Open →	Open →	Open →