| What you run | One HTTP call per video, or one call per batch. | A downloader, a queue, a model and the GPU it runs on. |
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| Media handling | Text arrives directly, so no video file is ever downloaded or stored on your side. | Media pulled and cached before anything can be transcribed. |
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| Coverage honesty | Gaps are documented, and a video with no transcript upstream comes back as a clear miss. | Silent empty strings, or a model hallucinating over silence. |
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| Cross-platform reach | One key and one schema across every video platform we carry. | A separate extractor per platform, each breaking on its own schedule. |
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| Pricing model | Never-expire credit packs, priced per call, with refunds on upstream failures. | Compute billed by the minute whether the output was usable or not. |
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| Time to first transcript | A working call in the first minute, on free signup credits. | A pipeline to build before the first result exists. |
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