| What you pay for AI | Bring your own provider keys. AI usage is billed to you by OpenRouter, OpenAI, Gemini, Anthropic or ElevenLabs at their price, not resold as credits. | Included in the plan, metered as motion and image credits. Plans are tied to posting frequency rather than to AI spend. |
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| Output limit | Set by your plan limits and your own provider spend, not by a fixed posting cadence. | The plan sets the cadence: the published tiers post three times a week, once a day, or twice a day, for one series each. |
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| Where it runs | Cloud, or self-hosted on your own server with a lifetime licence. Docker, Railway, a VPS or the desktop app. | A hosted service. There is no self-hosted or on-premise option. |
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| Research before writing | Trend research, verified facts, script, scene plan, narration, captions, music, render, review and publishing in one project. | A topic or a custom prompt begins the series; there is no separate research stage to inspect. |
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| Review before publishing | Originality, factual grounding, visual relevance and duration are checked before a video can be published. | Videos can be previewed and edited before they post. |
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| Publishing | Scheduled publishing to connected YouTube, TikTok and Instagram channels, with a review gate before anything goes out. | Auto-posts to connected channels on the plan cadence. |
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| Cost visibility | Every AI call is recorded with its real cost, per video and per provider. | Credit balances rather than per-video cost in currency. |
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