ModelsAgree

Head-to-head

AssemblyAI vs OpenAI

AssemblyAI leads: the AI models rank it above its rival on 1 of the 1 leaderboard they share. Based on how ChatGPT, Claude, Gemini & Grok rank both across the leaderboard they share — re-polled on demand, reasoning shown verbatim.

AssemblyAI1 win
OpenAI0 wins
LeaderboardAssemblyAIOpenAI
Best speech-to-text API#2 / 7#3 / 7

Why the models rank AssemblyAI — on best speech-to-text api

“Near-top accuracy (Universal-2/3.5 Pro) plus the strongest bundled audio intelligence (diarization, PII, sentiment, chapters, LeMUR analysis) in one API, excellent batch pricing (~$0.15/hr Universal-2), clean SDKs/docs, and reliable for media/meeting/analysis workloads; near-tie with Deepgram when real-time latency is secondary”

Why the models rank OpenAI — on best speech-to-text api

“The strongest accuracy-per-dollar for batch/long-form, especially multilingual and accented speech; open-weight Whisper can run fully local/offline with no per-minute cost, while the hosted gpt-4o-transcribe endpoints add robustness and easy integration. Enormous ecosystem, tooling (faster-whisper), and community support.”

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Ranks from the merged 4-model leaderboards · re-polled on demand · methodology