How Many Podcast Episodes Is 1 Million Tokens?
One million tokens holds about 110 podcast episodes (45 minutes each). That's a full year of a weekly show, twice over.
Why this matters
Transcribing speech into tokens is the bridge between audio AI and text AI. Knowing the token cost of an hour of audio helps podcast platforms, call centers, and accessibility teams budget their transcription and summarization pipelines.
1 block = 1 episode
The answer
≈ 110 podcast episodes
45-minute episodes
The math
Basis assumption
45 min per episode, 150 wpm
Calculation
At ~9,000 tokens per 45-minute episode transcript, a million tokens holds about 110 episodes — a full year of a weekly show, twice over.
Result
1,000,000 tokens = 110 45-minute episodes
Quick reference
Other ways to measure one million tokens in the same category:
Real-world references
To put this in perspective, here are some well-known examples for comparison.