ChatGPT vs Breyta

Most move to Breyta for a purpose-built tool for qualitative data analysis

  • Fast. Deep, comprehensive answers in seconds
  • Accurate. Built to minimise errors/hallucination.
  • Trustworthy. Always backed by evidence.
  • Scalable. Analyse hours of conversations in one go.
SOC 2 Type II
Data stored in Scandinavia
PII Redaction
GDPR
We don’t train our own model

Trusted by research, UX and product teams at...

"Really like that it's more scalable than ChatGPT by analyzing a lot of files at the same time. Love that all insights are very accurate and are supported by quotes from the raw transcript automatically"

Mohamed Hersi
UX Designer & User Research Lead

Comparison guide

Breyta

ChatGPT

Purpose

Built for qualitative research (interviews, tests, notes)

General-purpose chat with file upload and task tracking

File types supported

Audio, video, PDF, Word, TXT (auto transcription for audio/video)

PDF, Word, TXT, CSV (no transcription support)

Transcription accuracy

Built-in, high-quality transcription (better than Copilot, per feedback)

Requires external transcription

Structured workflow

i

Yes — file-by-file analysis → findings → synthesized answer

No — chat-driven exploration across files

Verbatim finding extraction

i

Yes — objective observations pulled directly from each file

No — summaries and answers are free-form and generative

Synthesis logic

i

Synthesizes all findings into one coherent, evidence-backed answer

No built-in synthesis step — requires prompting

Citation traceability

i

Yes — answers cite findings, which cite verbatim quotes with timestamps

Limited — some quotes referenced but not reliably cited

Audio/video playback integration

i

Yes — citations link to exact moment in original recording

No — cannot connect output to original audio or video

Scale & performance

i

Analyzes up to 30+ hours of conversation in one project

Scalable across many files, but lacks structured processing

Search & archive

i

Central repository with semantic keyword search and AI Q&A

No persistent archive; file context lost after session ends

Hallucination control

i

High — project questions are strict, grounded in data

Medium — chat may hallucinate depending on prompt

Collaboration

i

Built for teams — consistent, shareable answers across roles

Individual use — no team visibility or shared workspace

Privacy & compliance

i

SOC 2 Type II, GDPR, PII redaction, data not used for training

Data may be used to improve OpenAI models unless opted out

Summary

Breyta is designed for rigorous, team-oriented qualitative research: structured findings, timestamped citations, and large-scale analysis of interviews and tests.

ChatGPT Projects are useful for individual exploration, summarisation, and flexible Q&A — but lack structure, traceability, and researcher-grade workflows.

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