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How Studio
is different.

And, more usefully, where it is not. We will tell you where the others are better, because a comparison that never says that is an advertisement rather than a comparison.

Every competitor's advantage is marked No feature we cannot point at in the code Written from general knowledge, not a lab test

The categories are: generation tools (Runway, Pika, Higgsfield, Magnific), shorts-only tools (Opus Clip and similar), transcript editors (Descript and similar) and manual editors (Premiere Pro, DaVinci Resolve, CapCut).

The one-line difference Studio edits footage you already shot, and shows you why it cut where it cut. Generation tools make footage. Transcript editors let you delete words. Shorts tools cut one long video into many short ones. Manual editors give you every frame. Studio is the thing that watches a recording and returns a finished edit with a written record of every decision it made.
The claim that matters most No card will ever show a word you did not say. Every number and phrase planned for a card is checked against your transcript before anything is drawn. A card with an unspoken word is dropped and that sentence is planned on your face instead. No other tool in this table makes that promise, and ours is enforced by a test rather than by good intentions.
Side by side

Thirteen questions, five kinds of tool.

This page compares kinds of tool. For a row-by-row table against five named products — including the rows where they beat us — see the comparison on the home page.

Scroll sideways on a phone; the left column stays put. Cells marked “better here” are the places where the other tool is genuinely the stronger choice.

Studio compared with generation tools, shorts-only tools, transcript editors and manual editors
What matters Studio Generation tools Shorts-only tools Transcript editors Manual editors
What you give it Raw footage you already shot — one file or sixty, any length inside the plan's size cap. A text prompt, or a still image to animate. A finished long video. They cut it up; they do not edit it. A recording, which becomes an editable transcript. Everything, and your evening.
Where the footage comes from You. It never invents a shot, and it says so when your footage cannot support the video you asked for. Better here. It creates footage that never existed — the only column in this table that can. You, from the long video you handed it. You. You, plus stock, music and graphics you license separately.
Where the edit comes from Studio decides the cut, then explains each decision. You can read the whole edit before you watch it. The prompt decides a clip. There is no edit in the editing sense. A moment-detection model picks clips, usually ranked by predicted engagement. Better here. You do: delete a sentence in the transcript and the video follows. Better here. You do, at the frame level, with no model in the way.
Does it show you why it cut Yes. Every cut, card, zoom and pause is recorded with the reason and the timestamp, in the order it happened. No. There is no decision log to read. Rarely — a score rather than a reason. The transcript is the explanation: you deleted the words yourself. You are the author, so no explanation is needed. There is an undo stack instead.
Can it put words on screen you never said No. Cards are checked against the transcript before anything is drawn, and the check is a test in the repository. It is generating images, so nothing on screen is bound to anything you said. Captions come from your audio, so those are your words. Hook text is theirs. Captions come from the transcript, so they are your words. Anything you type — which is the point, and the risk.
What a credit buys One minute of the footage you upload, rounded up, charged once when the video finishes. A generation, or a few seconds of video, priced per output. Minutes processed, or a number of exports. Transcription hours a month, plus a cap on the AI features. Nothing per use. It is a license, and your machine does the work.
Are revisions charged No. Revisions and shorts from a paid video are free, forever. The charge is idempotent per job id, so one job is charged once. Usually yes: every re-roll is another generation. Re-cutting is normally inside the plan; extra exports may count. Editing is free. Regenerating AI output may cost credits. No charge — every change is your own time, which is the real cost.
Can you read every decision Yes: the decisions list, then the versions, then the video. Earlier versions stay. No. You get the clips, and sometimes a score. Yes, in transcript form — and it is editable, which is a real form of this. The timeline is a complete record, if you can read a timeline.
Does it learn standing preferences from one sentence Yes. Say “always”, “from now on” or “in all my videos” and it is written into your preferences, dated, quoting the words that taught it. Within a session at most; style is usually retyped per prompt. Some save a template or preset. Limited, mostly per project. Presets, templates and project files you manage yourself.
Long-form output Yes — the main output. One finished video from one recording, any length inside the size cap. Clips of seconds to a couple of minutes, stitched together by you. No. Long-form is the input, not the output. Better here. Cutting a long recording down is exactly what they are built for. Yes, at any length and any complexity.
Short-form output Yes — up to 10 shorts per video, each a full 9:16 reel with captions, a hook and your end card, at no extra charge. Vertical clips are easy; a coherent series is not. Better here. This is the entire product, and the moment-picking is often sharper than a general editor's. Yes, usually as reframed clips taken from the transcript. Yes, if you build each sequence yourself.
Runs in a browser Yes. Nothing to install, and an interrupted upload resumes where it stopped. Yes, mostly cloud. Yes. Yes, and some have desktop applications as well. Premiere Pro and DaVinci Resolve are desktop applications. CapCut has a browser version and phone apps.
Needs a fast machine No. The reading, cutting and rendering happen on our server, so a laptop from 2016 works. No. The work is in the cloud. No. Mostly cloud, with some on-device features. Better here if you own one: frame-accurate work at 4K is local work, and those tools reward the hardware.

Every Studio cell in this table is a behaviour you can point at in the product today: the charge on done, the word check, the decisions list and the preference record.

When Studio is the wrong tool

Four jobs we will not pretend to do.

If your work is one of these, a different tool will serve you better, and we would rather you found that out here than three weeks into a subscription.

It cannot generate footage you never shot There is no text-to-video and no image-to-video. If a scene does not exist in your files, Studio cannot create it. It will use a picture or a card to cover a gap, and it will tell you it did. If you need shots from nothing, use a generation tool — that is the one thing in this table only they can do. no generative model in the pipeline — studio/engine/pipeline.py
It does not replace a manual timeline for frame-accurate work No keyframes, no masks, no tracking, no roto, no node-based grading, no per-clip curve. You can ask for a change in words and it will make a new version, but you cannot nudge a cut by two frames. For a title sequence, a match cut on a beat or a colour-critical commercial, open Premiere or Resolve. you ask in words; the editor decides the frames
It does not author motion graphics Cards, lower thirds, captions, zooms, your logo and your end card are drawn from templates, and the brand kit controls the colours, the logo, the end card and the link. That is the whole vocabulary. Anything with a timeline inside a timeline — an animated chart building bar by bar, a bespoke transition — is a job for an animation tool. template-driven cards — brand kit: colour, logo, end card, link
It does not do live multi-cam switching Studio works on files that already exist. It does not take a live feed, it does not cut between cameras as the conversation happens, and it does not stream. Multi-cam is a manual editor's job, or a hardware switcher's. jobs are queued from uploaded files — studio/web.py

The cheapest way to find out is 30 free minutes.

Upload one real recording, read the decisions, watch the video, then ask for a change and see whether it understood you. That tells you more than any table on this page, including this one.

Still deciding? Pricing, how credits work, how we prove the claims, or a 20-minute demo.

The four categories, in one line each
Generation tools make footage that did not exist. Shorts-only tools cut one long video into many short ones. Transcript editors let you edit by deleting words. Manual editors give you every frame, and expect you to know what to do with it. · Studio reads the footage you shot, decides the edit, and shows its work. ·

If two of these describe your week, the honest answer is that you will use two tools — and that is fine.