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Top 10 Best Automatic Transcription Software of 2026

Top 10 best automatic transcription software: compare accuracy, speed & features. Find your perfect tool—explore now!

Min-ji Park

Min-ji Park

Feb 11, 2026

10 tools comparedExpert reviewed
Independent evaluation · Unbiased commentary · Updated regularly
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Automatic transcription has become indispensable for efficiently processing spoken content, from business meetings to creative projects. With a range of tools tailored to diverse needs, selecting the right platform—whether for real-time collaboration, high-accuracy diarization, or large-scale scalability—can significantly impact productivity and outcomes. The following curated list offers solutions to suit varied workflows.

Quick Overview

  1. 1#1: Otter.ai - AI-powered real-time transcription and collaboration tool for meetings, interviews, and lectures with speaker identification and summaries.
  2. 2#2: Descript - Audio and video editing platform that allows editing transcripts like text documents with Overdub voice synthesis.
  3. 3#3: Fireflies.ai - AI meeting assistant that automatically records, transcribes, and summarizes calls across multiple platforms with search and analytics.
  4. 4#4: Sonix - Fast, accurate automated transcription service supporting 38+ languages with editing, timestamps, and export options.
  5. 5#5: Trint - Collaborative transcription platform for journalists and teams with AI-powered editing, translation, and multimedia integration.
  6. 6#6: Rev.ai - High-accuracy speech-to-text API for developers with speaker diarization, custom vocabulary, and real-time capabilities.
  7. 7#7: Deepgram - Ultra-fast, low-latency speech-to-text API with industry-leading accuracy, multilingual support, and real-time transcription.
  8. 8#8: AssemblyAI - Advanced speech recognition API featuring auto-summarization, sentiment analysis, PII redaction, and speaker detection.
  9. 9#9: Google Cloud Speech-to-Text - Scalable cloud-based automatic speech recognition supporting 125+ languages with enhanced models for noisy audio.
  10. 10#10: Amazon Transcribe - Fully managed automatic speech recognition service with medical, call analytics, and batch/real-time transcription features.

Tools were chosen based on accuracy, feature richness (including language support, editing capabilities, and integrations), ease of use, and value, ensuring a balanced mix of top-performers for both beginners and professionals.

Comparison Table

Automatic transcription software streamlines converting speech to text, and with tools like Otter.ai, Descript, and Fireflies.ai, selecting the right solution requires careful comparison. This table outlines key features, pricing, and ideal use cases for popular options including Sonix, Trint, and more, guiding readers to find tools that fit their specific needs.

1Otter.ai logo9.3/10

AI-powered real-time transcription and collaboration tool for meetings, interviews, and lectures with speaker identification and summaries.

Features
9.6/10
Ease
9.4/10
Value
8.9/10
2Descript logo9.2/10

Audio and video editing platform that allows editing transcripts like text documents with Overdub voice synthesis.

Features
9.5/10
Ease
9.0/10
Value
8.5/10

AI meeting assistant that automatically records, transcribes, and summarizes calls across multiple platforms with search and analytics.

Features
9.2/10
Ease
8.5/10
Value
8.0/10
4Sonix logo8.8/10

Fast, accurate automated transcription service supporting 38+ languages with editing, timestamps, and export options.

Features
9.1/10
Ease
9.3/10
Value
8.2/10
5Trint logo8.7/10

Collaborative transcription platform for journalists and teams with AI-powered editing, translation, and multimedia integration.

Features
9.2/10
Ease
8.5/10
Value
8.0/10
6Rev.ai logo8.4/10

High-accuracy speech-to-text API for developers with speaker diarization, custom vocabulary, and real-time capabilities.

Features
9.1/10
Ease
7.2/10
Value
8.0/10
7Deepgram logo8.6/10

Ultra-fast, low-latency speech-to-text API with industry-leading accuracy, multilingual support, and real-time transcription.

Features
9.3/10
Ease
7.4/10
Value
8.2/10
8AssemblyAI logo8.7/10

Advanced speech recognition API featuring auto-summarization, sentiment analysis, PII redaction, and speaker detection.

Features
9.3/10
Ease
8.0/10
Value
8.5/10

Scalable cloud-based automatic speech recognition supporting 125+ languages with enhanced models for noisy audio.

Features
9.2/10
Ease
6.8/10
Value
8.0/10

Fully managed automatic speech recognition service with medical, call analytics, and batch/real-time transcription features.

Features
9.2/10
Ease
6.8/10
Value
7.8/10
1
Otter.ai logo

Otter.ai

specialized

AI-powered real-time transcription and collaboration tool for meetings, interviews, and lectures with speaker identification and summaries.

Overall Rating9.3/10
Features
9.6/10
Ease of Use
9.4/10
Value
8.9/10
Standout Feature

OtterPilot AI assistant that auto-joins meetings to transcribe, summarize, and capture slides in real-time

Otter.ai is a leading AI-powered transcription platform that automatically converts live and recorded audio from meetings, interviews, lectures, and podcasts into accurate, searchable text transcripts. It excels in real-time transcription with seamless integrations for Zoom, Google Meet, Microsoft Teams, and calendar apps, enabling instant collaboration and keyword search. Additional AI features like automated summaries, action item extraction, and speaker identification make it a comprehensive tool for productivity.

Pros

  • Superior real-time transcription accuracy with speaker identification
  • Deep integrations with video conferencing and productivity tools
  • Powerful AI-driven summaries, search, and collaboration features

Cons

  • Accuracy dips with accents, technical jargon, or overlapping speech
  • Generous free tier limited; full features require paid plans
  • Requires stable internet for live transcription

Best For

Teams, professionals, and educators who need reliable real-time transcription and collaboration for virtual meetings and interviews.

Pricing

Free plan (300 min/month); Pro $10/user/month (1200 min); Business $20/user/month (6000 min); Enterprise custom.

2
Descript logo

Descript

creative_suite

Audio and video editing platform that allows editing transcripts like text documents with Overdub voice synthesis.

Overall Rating9.2/10
Features
9.5/10
Ease of Use
9.0/10
Value
8.5/10
Standout Feature

Text-based editing: Edit the transcript, and the audio/video updates automatically

Descript is an AI-powered audio and video editing platform that automatically transcribes media files into editable text transcripts. Users can edit content by simply modifying the text, with changes syncing directly to the audio or video timeline. It also includes advanced tools like Overdub for voice synthesis, filler word removal, and studio-quality audio enhancement.

Pros

  • Revolutionary text-based editing that simplifies audio/video workflows
  • Highly accurate AI transcription with speaker identification
  • Powerful AI features like Overdub voice cloning and automatic filler removal

Cons

  • Subscription pricing can be steep for casual users
  • Advanced features require a learning curve
  • Free plan has export limitations and watermarks

Best For

Podcasters, video creators, and content editors seeking an intuitive, transcript-driven editing experience.

Pricing

Free plan available; Creator plan at $12/user/month, Pro at $24/user/month (billed annually).

Visit Descriptdescript.com
3
Fireflies.ai logo

Fireflies.ai

specialized

AI meeting assistant that automatically records, transcribes, and summarizes calls across multiple platforms with search and analytics.

Overall Rating8.7/10
Features
9.2/10
Ease of Use
8.5/10
Value
8.0/10
Standout Feature

The AI 'Fireflies Bot' that auto-joins meetings to transcribe, summarize, and extract action items in real-time

Fireflies.ai is an AI-powered meeting assistant that automatically records, transcribes, and summarizes online meetings across platforms like Zoom, Google Meet, Microsoft Teams, and Webex. It provides speaker identification, searchable transcripts, key topic extraction, and actionable insights such as tasks and sentiment analysis. Beyond basic transcription, it offers collaboration tools, integrations with CRMs like Salesforce, and analytics for meeting trends.

Pros

  • Seamless integrations with major conferencing tools and automatic bot joining
  • Advanced AI features including summaries, action items, and speaker diarization
  • Multi-language support and high accuracy in clear audio conditions

Cons

  • Transcription accuracy can falter with heavy accents, noise, or overlapping speech
  • Privacy concerns due to bot participation in meetings
  • Free plan has storage and feature limitations, with paid tiers required for full use

Best For

Remote teams and sales professionals who hold frequent virtual meetings and need automated transcription with AI-driven insights.

Pricing

Free plan with 800 minutes storage; Pro $10/user/month (unlimited storage); Business $19/user/month; Enterprise custom.

Visit Fireflies.aifireflies.ai
4
Sonix logo

Sonix

specialized

Fast, accurate automated transcription service supporting 38+ languages with editing, timestamps, and export options.

Overall Rating8.8/10
Features
9.1/10
Ease of Use
9.3/10
Value
8.2/10
Standout Feature

AI-driven collaborative editor with real-time editing, filler word removal, and export options in multiple formats

Sonix (sonix.ai) is an AI-powered automatic transcription platform that rapidly converts audio and video files into accurate, timestamped text transcripts. It excels in speaker identification, multi-language support (over 40 languages), and features an intuitive online editor for post-transcription refinements like filler word removal and collaboration. Ideal for professionals handling interviews, podcasts, meetings, and media, it integrates with tools like Zoom and Google Drive for seamless workflows.

Pros

  • High transcription accuracy (up to 99% for clear English audio)
  • Intuitive collaborative editor with timestamps and speaker labels
  • Broad language support and easy integrations with popular apps

Cons

  • Pricing accumulates quickly for high-volume users
  • Accuracy decreases with accents, noise, or poor audio quality
  • Limited free tier (30-minute trial only)

Best For

Journalists, podcasters, researchers, and teams needing fast, multilingual transcriptions with collaborative editing.

Pricing

Pay-as-you-go at $10 per hour; monthly plans start at $22/user (600 minutes) for Standard, with Premium and Enterprise tiers for advanced features.

Visit Sonixsonix.ai
5
Trint logo

Trint

specialized

Collaborative transcription platform for journalists and teams with AI-powered editing, translation, and multimedia integration.

Overall Rating8.7/10
Features
9.2/10
Ease of Use
8.5/10
Value
8.0/10
Standout Feature

Real-time collaborative Trint Editor for team-based transcript refinement

Trint is an AI-powered transcription platform that converts audio and video files into searchable, editable text transcripts with high accuracy. It features a collaborative editor resembling Google Docs, speaker identification, automated summaries, and support for over 40 languages. Users can export transcripts in various formats and integrate with tools like Adobe Premiere for streamlined workflows.

Pros

  • Excellent collaborative editing with real-time co-authoring
  • Strong multilingual transcription and speaker detection
  • Robust integrations and export options for professional workflows

Cons

  • Usage-based limits on lower plans can add up quickly
  • Higher pricing compared to some competitors for individuals
  • Accuracy dips with heavy accents or poor audio quality

Best For

Journalists, podcasters, and media teams requiring collaborative, multilingual transcription editing.

Pricing

Free trial available; subscriptions start at $60/user/month (Essentials, 10 hours) up to $108/user/month (Advanced, 35 hours), with pay-as-you-go at $2/hour.

Visit Trinttrint.com
6
Rev.ai logo

Rev.ai

specialized

High-accuracy speech-to-text API for developers with speaker diarization, custom vocabulary, and real-time capabilities.

Overall Rating8.4/10
Features
9.1/10
Ease of Use
7.2/10
Value
8.0/10
Standout Feature

Advanced multi-speaker diarization that precisely labels and separates dialogue from multiple participants

Rev.ai is an AI-powered automatic speech-to-text platform specializing in high-accuracy transcription of audio and video files. It supports features like speaker diarization, custom vocabulary, profanity filtering, and PII redaction for enhanced usability. Primarily API-driven, it's designed for developers to integrate scalable transcription into apps, with support for real-time and batch processing across multiple languages.

Pros

  • Exceptional transcription accuracy, often exceeding 90% for clear audio
  • Strong speaker diarization and identification capabilities
  • Flexible API with real-time streaming and batch options

Cons

  • API-focused interface lacks a user-friendly web editor for non-developers
  • No generous free tier; trial credits are limited
  • Pricing scales quickly for high-volume or premium usage

Best For

Developers and enterprises integrating reliable, scalable transcription into custom applications or workflows.

Pricing

Usage-based at $0.02/min for standard transcription, $0.05/min for HD/premium features; free trial with 500 minutes available.

7
Deepgram logo

Deepgram

specialized

Ultra-fast, low-latency speech-to-text API with industry-leading accuracy, multilingual support, and real-time transcription.

Overall Rating8.6/10
Features
9.3/10
Ease of Use
7.4/10
Value
8.2/10
Standout Feature

Nova-2 model with industry-leading speed and accuracy for real-time transcription

Deepgram is an AI-powered speech-to-text platform specializing in automatic transcription for both real-time and pre-recorded audio. It delivers high-accuracy transcriptions with low latency, supporting over 30 languages and customizable models for specific domains like medical or finance. Developers can integrate it via APIs and SDKs for applications in live streaming, call centers, podcasts, and video content.

Pros

  • Exceptional transcription accuracy (up to 36% WER improvement with Nova-2 model)
  • Ultra-low latency real-time streaming (<300ms)
  • Robust developer tools with SDKs for Python, Node.js, and more

Cons

  • Primarily API-based, requiring coding knowledge for setup
  • No built-in web editor for non-technical users
  • Usage-based pricing can become costly at high volumes without enterprise discounts

Best For

Developers and enterprises building scalable, real-time transcription into apps, call centers, or media workflows.

Pricing

Pay-as-you-go starting at $0.0043/min for pre-recorded audio and $0.0059/min for real-time; volume discounts and custom enterprise plans available.

Visit Deepgramdeepgram.com
8
AssemblyAI logo

AssemblyAI

general_ai

Advanced speech recognition API featuring auto-summarization, sentiment analysis, PII redaction, and speaker detection.

Overall Rating8.7/10
Features
9.3/10
Ease of Use
8.0/10
Value
8.5/10
Standout Feature

LeMUR framework for applying custom large language models to transcribed audio for tasks like question-answering and summarization

AssemblyAI is a developer-centric API platform specializing in automatic speech-to-text transcription with state-of-the-art accuracy across 99+ languages. It provides real-time streaming transcription, speaker diarization, sentiment analysis, entity detection, PII redaction, and the unique LeMUR framework for custom LLM-based audio tasks. Designed for seamless integration into apps, it handles noisy audio, accents, and large-scale deployments efficiently.

Pros

  • Exceptional accuracy even in noisy environments and with accents
  • Comprehensive AI features like diarization, summarization, and LeMUR
  • Scalable real-time transcription with excellent API documentation

Cons

  • Primarily API-based, requiring coding knowledge for full use
  • Pricing scales with volume and features, potentially costly for heavy users
  • Limited no-code options compared to consumer-focused tools

Best For

Developers and enterprises building speech-to-text features into applications, podcasts, or call centers.

Pricing

Free tier (limited minutes); Pay-as-you-go from $0.00025/second (~$0.90/hour) for core transcription, plus fees for advanced features; Enterprise custom pricing.

Visit AssemblyAIassemblyai.com
9
Google Cloud Speech-to-Text logo

Google Cloud Speech-to-Text

enterprise

Scalable cloud-based automatic speech recognition supporting 125+ languages with enhanced models for noisy audio.

Overall Rating8.3/10
Features
9.2/10
Ease of Use
6.8/10
Value
8.0/10
Standout Feature

Chirp Universal Speech Model enabling transcription in hundreds of languages with a single, efficient model

Google Cloud Speech-to-Text is a cloud-based API service that leverages advanced neural networks to accurately transcribe audio files or real-time streams into text. It supports over 125 languages and variants, with specialized models optimized for different audio types like telephony, video, and meetings, including features such as speaker diarization, word-level timestamps, and automatic punctuation. Designed for developers and enterprises, it offers scalable, high-accuracy transcription suitable for integration into custom applications.

Pros

  • Exceptional accuracy across 125+ languages with specialized models like Chirp and enhanced short/long audio options
  • Robust features including speaker diarization, profanity filtering, and real-time streaming
  • Highly scalable with enterprise-grade security and compliance certifications

Cons

  • Requires programming knowledge and API integration, not ideal for non-technical users
  • Pay-per-use pricing can become expensive for high-volume or continuous usage
  • Limited standalone UI; primarily developer-focused without a simple drag-and-drop interface

Best For

Developers and enterprises needing scalable, multi-language transcription integration into applications or workflows.

Pricing

Pay-as-you-go: $0.006/15 seconds (standard), $0.009/15 seconds (enhanced); free tier up to 60 minutes/month.

Visit Google Cloud Speech-to-Textcloud.google.com/speech-to-text
10
Amazon Transcribe logo

Amazon Transcribe

enterprise

Fully managed automatic speech recognition service with medical, call analytics, and batch/real-time transcription features.

Overall Rating8.2/10
Features
9.2/10
Ease of Use
6.8/10
Value
7.8/10
Standout Feature

Automatic speaker diarization that identifies and labels multiple speakers in audio streams

Amazon Transcribe is a fully managed AWS service that uses automatic speech recognition (ASR) to convert audio and video files into text, supporting both batch and real-time transcription. It offers advanced features like speaker diarization, custom vocabularies, language models, and specialized support for industries such as medical and call centers. With multi-language capabilities and seamless integration into the AWS ecosystem, it's designed for scalable, high-volume transcription needs.

Pros

  • Highly scalable for enterprise-level volumes
  • Advanced customization with vocabularies and models
  • Strong multi-language and speaker diarization support

Cons

  • Steep learning curve requiring AWS expertise
  • Pay-per-use pricing escalates with volume
  • Cloud-only with no native offline support

Best For

Enterprises and developers building scalable transcription pipelines within AWS infrastructure.

Pricing

Pay-as-you-go: ~$0.024/min for standard batch transcription (US English), with volume tiers, real-time at higher rates, and extras for custom features.

Visit Amazon Transcribeaws.amazon.com/transcribe

Conclusion

Across the range of automatic transcription tools, each brings distinct strengths to the table, from Otter.ai's real-time collaboration and speaker differentiation to Descript's text-based editing and Fireflies.ai's multi-platform meeting management. After assessing features, usability, and performance, Otter.ai emerges as the top choice, excelling in versatility and user-centric design, while Descript and Fireflies.ai are strong alternatives, catering to specific needs like editing and team communication.

Otter.ai logo
Our Top Pick
Otter.ai

To unlock efficient, accurate, and collaborative transcription, begin with Otter.ai—where cutting-edge AI meets intuitive functionality to simplify your audio and video tasks.