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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
Fathom
S
DeepInfra
A
Lovable
A
TaglineCommercially safe image gen, deeply integrated with Photoshop.Meeting notes, free forever for individuals.Blazing-fast, pay-as-you-go inference API for open-source LLMs and multimodal models, now plugged directly into the Hugging Face ecosystem.Build a full app from a prompt. Stripe-ready.
CategoryImageMeetingsDev PlatformDesign
PricingFree + included with Creative CloudFree for individuals + $15-$29/user/mo teamsFree $5 credit on signup, then pay-as-you-go from $0.06/M tokensFree + $25-$100/mo
Best forAnyone in Creative Cloud. Brands that need copyright clarity.Solo operators, freelancers, small teams on a budget.Backend developers and ML engineers who want the cheapest reliable inference for open-weight LLMs in production, especially those already living inside the Hugging Face ecosystem.Non-devs + solopreneurs shipping MVPs.
Strengths
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Among the cheapest per-token rates for open-source models — consistently undercuts Together AI and Fireworks on small models
  • OpenAI-compatible API means zero migration headache from existing stacks
  • Now a first-class Hugging Face Inference Provider, so HF-native workflows (SDKs, Playground, agent harnesses) get DeepInfra with a one-line swap
  • Runs on H100/A100 and NVIDIA Blackwell GPUs with auto-scaling and 99.982% uptime SLA on dedicated tier
  • Supports LoRA adapter deployments and private custom model hosting, not just public models
  • Generates full apps + DB + auth
  • Good for non-developers
  • Ships faster than hand-coding
Weaknesses
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Bot-joining model
  • Team features gated
  • Primarily developer/API-first — no meaningful consumer-facing product or chat UI to speak of
  • Model breadth (77 tracked) lags behind aggregators like OpenRouter or Replicate for niche or newly-released models
  • No free tier beyond the $5 signup credit; requires a card or prepayment to continue
  • Complexity ceiling
  • Can generate brittle code
Kai's verdictS-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier for solo + free. The best free option, hands down.DeepInfra is the quiet workhorse of the inference API space — serious price performance on H100s, a genuinely clean OpenAI-compatible API, and now a native HF provider makes it a strong default choice for any team running open-source models at scale. (Verdict pending Phi's full review.)A-tier. The strongest 'no-code' AI builder right now. Great for founder MVPs.
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