Decision channel
AI Models & Infrastructure
LLMs, embeddings, image/video/speech models and the GPUs that run them — per-unit cost.
55 interactive decisions across 7 categories · prices verified as recently as 2026-07-17 · how we decide
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Compare head-to-head
GPT-5 vs Claude — priced at your actual token volume →Claude vs Gemini — priced at your actual token volume →OpenAI GPT-5 vs OpenAI GPT-5 Nano — for your app, not in general →OpenAI GPT-5 Mini vs OpenAI GPT-5 Nano — for your app, not in general →OpenAI GPT-5 Mini vs OpenAI GPT-5 — for your app, not in general →Google Gemini 2.5 Pro vs Google Gemini 2.5 Flash — for your app, not in general →Deepgram vs AssemblyAI — for your app, not in general →Cartesia (STT) vs Deepgram — for your app, not in general →Black Forest Labs (FLUX) vs Stability AI — for your app, not in general →Recraft vs Ideogram — for your app, not in general →RunPod Serverless vs Modal — for your app, not in general →Baseten vs Modal — for your app, not in general →
Alternatives — you're on one, what else?
Google Gemini 2.5 Pro alternatives — ranked for your stack →DeepSeek V4 Pro alternatives — ranked for your stack →DeepSeek V4 Flash alternatives — ranked for your stack →Deepgram alternatives — ranked for your stack →AssemblyAI alternatives — ranked for your stack →Groq (Whisper) alternatives — ranked for your stack →Cartesia (STT) alternatives — ranked for your stack →ElevenLabs alternatives — ranked for your stack →OpenAI GPT Image alternatives — ranked for your stack →Black Forest Labs (FLUX) alternatives — ranked for your stack →fal.ai alternatives — ranked for your stack →Replicate alternatives — ranked for your stack →