AutoShow vs DriftNote

AutoShow is a free, MIT-licensed full-stack application for AI processing of audio and video. It accepts direct uploads and can extract audio from YouTube videos and streaming platforms. Transcription options include Groq Whisper, DeepInfra, YouTube Captions, and HappyScribe, with automatic speaker diarization. OpenAI GPT, Claude, and Google Gemini can produce episode descriptions, summaries, and chapters. The project also documents text-to-speech with OpenAI or ElevenLabs voices, generated cover images, and background music through ElevenLabs. It is available as a web interface, API, or self-hosted deployment, with Docker support and localhost:4321 as the documented local address. API endpoints cover health checks, jobs, models, processing, uploads, and media processing. Production documentation describes source-URL SSRF validation, USD cost estimates before jobs, structured JSON logs, and optional HTTP log forwarding. Google Drive OAuth setup remains manual.

DriftNote turns podcast episodes into summaries for listeners and production materials for creators. Listeners can submit Spotify, Apple Podcasts, YouTube, or RSS links for summaries with topics, quotes, and timestamps. They can follow podcasts to receive automatic summaries of new episodes; the Free plan allows one followed podcast and five summaries per month. Summaries can sync to Notion, be shared through public links, or posted to X or LinkedIn. DriftNote also connects to Claude, ChatGPT, Meta Muse, and other assistants that support connectors, and offers a REST API with keys available in Settings. The listener workflow runs through the website without installation or a browser extension. For producers, Producer Studio accepts MP3, MP4, M4A, and WAV files. Producer Pro creates full transcripts, show notes, timestamped chapters, five title options, and key quotes, and can learn a style profile from existing episodes. AI processing on all plans uses Google Gemini. Free is free; Pro is $9.99 a month, billed monthly. Producer Pro is $24 a month, billed monthly after a 7-day free trial.