OpenAI Whisper
Whisper is OpenAI's open-source, MIT-licensed speech-to-text model trained on 680,000 hours of audio -- you can download it and run transcription fully offline and free on your own hardware. It supports ~99 languages plus translation to English and is remarkably robust to accents and noise. If you don't want to run GPUs, OpenAI's hosted transcription API runs Whisper (and newer gpt-4o-transcribe models) at roughly $0.006/min. It has no built-in speaker diarization and the core repo updates infrequently, but the surrounding ecosystem (whisper.cpp, faster-whisper, WhisperX) is enormous.
Deepgram
Deepgram is a developer speech platform best known for fast, cheap, accurate speech-to-text via its Nova model family, plus Aura text-to-speech and a voice-agent API. Pricing is pay-as-you-go per minute (Nova STT from roughly $0.0077/min, with promotional rates lower) and $200 in free credits to start, making it one of the cheapest production STT options. It's optimized for real-time, high-throughput voice applications and competes directly with AssemblyAI. Like AssemblyAI, it's infrastructure for builders, not a consumer-facing tool.
OpenAI Whisper edges Deepgram on aggregate — 88 vs 86.
The default open-source speech-to-text -- free and offline if you self-host, or ~$0.006/min via OpenAI's API when you don't want to run GPUs. Deepgram still wins for buyers who prioritise very fast, low-latency speech-to-text. Both tools are independently scored — the right pick depends on which dimensions matter most for your workflow.
Side-by-side, every cell sourced.
Pricing pulled from each tool's public site. Scores follow the BigBang Score rubric — pricing transparency, free tier, API support, update frequency, unique factor, documentation, and community.
Use-case picks.
Cut through the spec sheet. Here's what we'd recommend depending on what matters most.
Pick OpenAI Whisper if…
You prioritise free and mit-licensed and runs fully offline and locally.
Pick Deepgram if…
You prioritise very fast, low-latency speech-to-text and among the cheapest per-minute stt pricing.
Editorial pick
OpenAI Whisper wins our composite score (88/100). It edges ahead on aggregate — but the right tool depends on which dimensions matter most.
Related head-to-heads in AI audio.
OpenAI Whisper vs ElevenLabs — AI audio
BigBang Scores 88/100 vs 88/100. Pricing, capabilities, and editorial verdict inside.
OpenAI Whisper vs AssemblyAI — AI audio
BigBang Scores 88/100 vs 88/100. Pricing, capabilities, and editorial verdict inside.
OpenAI Whisper vs Cartesia — AI audio
BigBang Scores 88/100 vs 88/100. Pricing, capabilities, and editorial verdict inside.
OpenAI Whisper vs Deepgram - frequently asked.
Direct answers tuned for AI search engines (ChatGPT, Perplexity, Claude) and Google's People Also Ask.
The short answer.
OpenAI Whisper wins on aggregate, but Deepgram pulls ahead on specific axes - the spec sheet above shows where each one earns its keep.