List of Research Software | Last updated: October 12, 2026
This page lists the 15 tools in the TechZella directory that are classified under Research, a industry in our taxonomy. Every profile summarises what the product does, who it suits, what it costs, and where it falls short, based on documented vendor and independent sources rather than hands-on testing. Examples in this group include 4K Video Downloader, Aiko, Beey, Cockatoo, Good Tape, GoTranscript, MacWhisper and Plone; the list is alphabetical and does not imply a ranking. The most common documented use cases are Interview transcription, Meeting transcription, Audio transcription, Podcast transcription. Tools here are most often also filed under Speech-to-Text Software, Audio Transcription Software, Transcription Software, Video Downloaders. Platform support most often listed is Web, Android, iOS, macOS. To compare options, open each profile and read the Decision Snapshot, the pricing and total cost sections, and the Gotchas, then check the alternatives listed for the products you are considering. Features, pricing and availability change, so confirm current details with each vendor before you decide.
This page lists the 15 tools in the TechZella directory that are classified under Research, a industry in our taxonomy. Every profile summarises what the product does, who it suits, what it costs, and where it falls short, based on documented vendor and independent sources rather than hands-on testing. Examples in this group include 4K Video Downloader, Aiko, Beey, Cockatoo, Good Tape, GoTranscript, MacWhisper and Plone; the list is alphabetical and does not imply a ranking. The most common documented use cases are Interview transcription, Meeting transcription, Audio transcription, Podcast transcription. Tools here are most often also filed under Speech-to-Text Software, Audio Transcription Software, Transcription Software, Video Downloaders. Platform support most often listed is Web, Android, iOS, macOS. To compare options, open each profile and read the Decision Snapshot, the pricing and total cost sections, and the Gotchas, then check the alternatives listed for the products you are considering. Features, pricing and availability change, so confirm current details with each vendor before you decide.
These links use TechZella's existing product-to-taxonomy relationships. They are navigation aids, not independent endorsements.
Browse the current directory listings and open individual profiles for detailed feature, pricing and evidence information.
| # | Software / Tool | Best For | TechZella Score | User Rating | Pricing |
|---|---|---|---|---|---|
| 1 | Beey | Beey is a web-based AI application for transcribing, editing, translating, and subtitling… | 8.6/10 | — | u20ac0 recurring fee; u20ac0.14 per minute / u20ac25 |
| 2 | MacWhisper | MacWhisper is a native transcription app for macOS, with local Whisper models,… | 8.6/10 | — | u20ac0 / u20ac64 |
| 3 | TurboScribe | TurboScribe is a browser-based AI service that transcribes audio and video, identifies… | 8.6/10 | — | $0 / $20 |
| 4 | Aiko | Aiko is an Apple-platform transcription app that runs OpenAI Whisper locally for… | 8.4/10 | — | $24 / $0 |
| 5 | Good Tape | Good Tape is a privacy-focused AI transcription platform for converting audio and… | 8.4/10 | — | u20ac0 / u20ac16 |
| 6 | Cockatoo | Cockatoo is a web-based AI platform for transcribing audio and video, translating… | 8.3/10 | — | $0 / $11.99 |
| 7 | Speechnotes | Speechnotes provides browser-based voice dictation, an Android speech-to-text notepad, audio and video… | 8.3/10 | — | $0 / $1.90 |
| 8 | Temi | Temi is an automated transcription service for converting English audio and video… | 7.9/10 | — | $0 / $0.25 |
| 9 | MAME | MAME is free, open-source software that emulates arcade machines and many vintage… | 7.3/10 | — | $0 |
| 10 | CentralOps DomainDossier | CentralOps Domain Dossier is a browser-based domain and IP investigation tool that… | 6.8/10 | — | Free / $20 |
CentralOps Domain Dossier is a browser-based domain and IP investigation tool that combines public registration, DNS, network, route, and service-scan information.
Free / daily allowance
MAME is free, open-source software that emulates arcade machines and many vintage computers, consoles, and other systems for software preservation and use.
$0 / one-time
Beey is a web-based AI application for transcribing, editing, translating, and subtitling audio and video content.
u20ac0 recurring fee; u20ac0.14 per minute / pay-as-you-goAiko is an Apple-platform transcription app that runs OpenAI Whisper locally for private audio and video speech-to-text conversion.
$24 / one-timeMacWhisper is a native transcription app for macOS, with local Whisper models, AI services, subtitle exports, meeting recording and workflow integrations.
u20ac0 / monthCockatoo is a web-based AI platform for transcribing audio and video, translating files, editing transcripts, and storing documents securely.
$0 / month
Good Tape is a privacy-focused AI transcription platform for converting audio and video into editable, searchable text.
u20ac0 / trialTemi is an automated transcription service for converting English audio and video into editable text, captions, and downloadable files.
$0 / one fileTurboScribe is a browser-based AI service that transcribes audio and video, identifies speakers, translates transcripts, and exports files.
$0 / monthSpeechnotes provides browser-based voice dictation, an Android speech-to-text notepad, audio and video transcription, captions, webhooks and API automation.
$0 / month