AI Use Cases

Video · 10 tools · updated Oct 27, 2026

Add subtitles or captions to a video

Whisper leads with an evidence score of 85/100, ahead of CapCut (66) and Captions (64). 9 of 10 can be used free, 1 is open source. Best for free local transcription: Whisper.

Short answer

Scored from public evidence (GitHub, Hacker News, release activity, free access), rebuilt 27 Oct 2026. Method.

Ranked by evidence — GitHub stars, Hacker News mentions, Wikipedia readership, release activity and how much you can use for free. Recomputed nightly. How the score works.

1
Whisper Open source
OpenAI's open-source speech-recognition model that transcribes and translates audio in dozens of languages, locally or via API.

+ Free, runs fully offline, and remains the accuracy benchmark that most commercial transcription services are measured against.
− No speaker diarization out of the box, it hallucinates text during silence, and large models are slow without a GPU.

Free (MIT); hosted API $0.006/minopen sourcecliapimacwindowslinux
85▲ 3
evidence / 100
2
CapCut Free tier
Free cross-platform video editor with auto captions, background removal, AI dubbing, templates and a long-video-to-shorts tool.

+ The most capable free editor for short-form, with TikTok-native templates and captions.
− Features keep migrating behind Pro, and its ByteDance ownership raises data and availability concerns in some regions.

Pro from $7.99/mowebwindowsmaciosandroid
66—
evidence / 100
3
Captions Free tier
Creator video app with AI captions, eye-contact correction, dubbing with lip sync and AI avatars (Mirage).

+ Eye-contact correction and lip-synced dubbing work well on phone-shot talking-head video.
− The subscription is expensive relative to CapCut and many effects feel gimmicky.

iosandroidwebmac
64▼ 2
evidence / 100
4
AssemblyAI Free tier
A speech-to-text API with diarization, sentiment, chapters and an LLM layer for summarizing transcripts.

+ Strong accuracy plus built-in audio intelligence (speaker labels, chapters, PII redaction) and LeMUR for asking questions of a transcript.
− No consumer app, and per-hour pricing adds up on high volumes compared with self-hosted Whisper.

Free credits; then per hour of audioapi
39▼ 7
evidence / 100
5
Kapwing Free tier
Online video editor with AI clipping, subtitles, dubbing, background removal and a smart cut for silences.

+ Strong team collaboration and brand kit features for a browser editor.
− Exports are watermarked and capped at 720p on the free plan.

from $16/moweb
33▼ 8
evidence / 100
6
Rev Free tier
Transcription service offering both fast AI transcripts and human-verified transcripts and captions.

+ The option to upgrade any file to a human transcript gives you a guaranteed-accuracy path for legal or published work.
− AI transcripts cost more per minute than pure-API rivals, and human turnaround can take hours to days.

AI $0.25/min; human $1.50/minwebiosandroidapi
14▼ 10
evidence / 100
7
Descript Free tier
An audio and video editor where you edit by editing the transcript, with Studio Sound cleanup and Overdub voice cloning.

+ Deleting a word from the transcript deletes it from the audio, and Studio Sound removes room echo and noise in one click.
− Studio Sound can make voices sound processed, and the desktop app is heavy on large projects.

Hobbyist from $12/mo billed annuallywebmacwindows
10▼ 11
evidence / 100
8
VEED Free tier
Browser video editor with auto subtitles, AI avatars, dubbing, clip generation and a text-to-video wizard.

+ Accurate auto-subtitles and a broad toolset without installing anything.
− Browser rendering is slow for long projects and the free plan watermarks exports.

from $12/moweb
8▼ 15
evidence / 100
9
Vizard Free tier
Auto-clipping tool that cuts long recordings into subtitled social clips with a built-in editor.

+ Generous free minutes and a solid editor for tweaking clips after auto-selection.
− Clip selection quality is inconsistent on multi-speaker or non-English content.

web
8▼ 15
evidence / 100
10
Klap Paid
Paste a YouTube link or upload a video and get ready-to-post vertical shorts with captions.

+ Very simple link-in, clips-out workflow with good automatic reframing.
− Limited editing control and no free tier beyond a trial.

from $29/moweb
1▼ 23
evidence / 100

Narrow it down

Questions

What is the best tool for subtitles & captions?

Whisper, with an evidence score of 85/100 — the highest of the 10 tools tracked for this job. Free, runs fully offline, and remains the accuracy benchmark that most commercial transcription services are measured against. Its weak spot: No speaker diarization out of the box, it hallucinates text during silence, and large models are slow without a GPU.

What is the best free tool for subtitles & captions?

Whisper (85/100). Free (MIT); hosted API $0.006/min. All 9 free options.

Is there an open-source tool for subtitles & captions?

Yes — Whisper scores 85/100 and publishes its source at openai/whisper.

How is this ranked?

By public evidence only: 45% popularity (GitHub stars, Hacker News mentions or Wikipedia readership, whichever is strongest), 25% momentum, 15% freshness of releases, 15% how much you can use for free. Recomputed nightly. Nobody can pay to move up — the sponsored box is labelled and sits outside the list. The formula.

Missing a tool? It gets added when it shows up in the release feed with real traction, not by request.