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Top 10 Best Transcribe Audio To Text Software of 2026

Discover top 10 transcribe audio to text software. Compare features, accuracy & more – find your best fit today!

Rajesh Patel

Rajesh Patel

Feb 11, 2026

10 tools comparedExpert reviewed
Independent evaluation · Unbiased commentary · Updated regularly
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In an increasingly digital world, accurate and efficient audio-to-text transcription has become indispensable for professionals and individuals alike, streamlining communication and content creation. With a wide spectrum of tools offering varied features, selecting the right software can drastically enhance productivity—our Top 10 list distills the most impactful options to suit diverse needs.

Quick Overview

  1. 1#1: Otter.ai - Provides real-time AI transcription, speaker identification, and searchable notes for meetings and conversations.
  2. 2#2: Descript - Transforms audio and video editing by letting users edit transcripts directly with AI-powered overdub.
  3. 3#3: Rev - Delivers fast and accurate audio-to-text transcription using AI and professional human reviewers.
  4. 4#4: Sonix - Offers automated AI transcription with high accuracy, multilingual support, and easy editing tools.
  5. 5#5: Fireflies.ai - Automatically transcribes meetings, generates AI summaries, and integrates with video conferencing tools.
  6. 6#6: Trint - Enables real-time collaborative transcription and editing for journalists and media teams.
  7. 7#7: Happy Scribe - Transcribes audio and video into text in over 120 languages with AI and human options.
  8. 8#8: Notta - AI-driven real-time transcription for meetings, interviews, and lectures with translation features.
  9. 9#9: Deepgram - Provides low-latency, high-accuracy speech-to-text API for real-time and batch transcription.
  10. 10#10: AssemblyAI - Speech AI platform for transcription, summarization, and analysis via developer-friendly APIs.

Tools were chosen based on transcription accuracy, feature breadth (including real-time capabilities, collaboration, and multilingual support), user-friendliness, and overall value, ensuring a blend of quality and practicality for users across industries.

Comparison Table

This comparison table explores top audio-to-text tools, from Otter.ai and Descript to Rev, Sonix, Fireflies.ai, and more, comparing features, usability, and performance to guide readers toward their ideal solution.

1Otter.ai logo9.3/10

Provides real-time AI transcription, speaker identification, and searchable notes for meetings and conversations.

Features
9.6/10
Ease
9.4/10
Value
9.0/10
2Descript logo9.2/10

Transforms audio and video editing by letting users edit transcripts directly with AI-powered overdub.

Features
9.5/10
Ease
9.0/10
Value
8.5/10
3Rev logo8.7/10

Delivers fast and accurate audio-to-text transcription using AI and professional human reviewers.

Features
9.0/10
Ease
9.5/10
Value
8.0/10
4Sonix logo8.8/10

Offers automated AI transcription with high accuracy, multilingual support, and easy editing tools.

Features
9.1/10
Ease
9.3/10
Value
8.2/10

Automatically transcribes meetings, generates AI summaries, and integrates with video conferencing tools.

Features
9.2/10
Ease
9.0/10
Value
8.1/10
6Trint logo8.2/10

Enables real-time collaborative transcription and editing for journalists and media teams.

Features
8.7/10
Ease
8.4/10
Value
7.6/10

Transcribes audio and video into text in over 120 languages with AI and human options.

Features
8.5/10
Ease
9.0/10
Value
7.5/10
8Notta logo8.4/10

AI-driven real-time transcription for meetings, interviews, and lectures with translation features.

Features
8.7/10
Ease
9.1/10
Value
8.0/10
9Deepgram logo8.7/10

Provides low-latency, high-accuracy speech-to-text API for real-time and batch transcription.

Features
9.4/10
Ease
8.1/10
Value
8.5/10
10AssemblyAI logo8.7/10

Speech AI platform for transcription, summarization, and analysis via developer-friendly APIs.

Features
9.2/10
Ease
8.0/10
Value
8.5/10
1
Otter.ai logo

Otter.ai

general_ai

Provides real-time AI transcription, speaker identification, and searchable notes for meetings and conversations.

Overall Rating9.3/10
Features
9.6/10
Ease of Use
9.4/10
Value
9.0/10
Standout Feature

Otter Assistant auto-joins video meetings via calendar integration to provide live, shareable transcripts in real-time

Otter.ai is an AI-powered transcription platform designed for converting audio from meetings, interviews, lectures, and podcasts into accurate, searchable text transcripts. It excels in real-time live transcription during Zoom, Google Meet, and Microsoft Teams calls, with automatic speaker identification, keyword highlighting, and collaborative editing features. Advanced AI tools generate summaries, extract action items, and answer questions about the content, making it ideal for productivity in professional and educational settings.

Pros

  • Exceptional real-time transcription accuracy with speaker diarization
  • Seamless integrations with Zoom, Google Meet, Slack, and calendar apps
  • AI-powered summaries, action items, and searchable transcripts for quick insights

Cons

  • Free plan limited to 600 minutes per month with basic features
  • Accuracy can falter with heavy accents, background noise, or overlapping speech
  • Requires stable internet connection for live features

Best For

Professionals, teams, journalists, and students who need fast, collaborative transcriptions from meetings and interviews.

Pricing

Free (600 min/mo); Pro $10/user/mo (1,200 min/mo, billed annually); Business $20/user/mo (unlimited min, advanced admin tools).

2
Descript logo

Descript

creative_suite

Transforms audio and video editing by letting users edit transcripts directly with AI-powered overdub.

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

Text-based editing where changes to the transcript automatically update the audio or video

Descript is an all-in-one audio and video editing platform that excels in transcribing audio to editable text, allowing users to edit media files by simply modifying the transcript. It offers high-accuracy AI-powered transcription, automatic filler word removal, and features like Overdub for voice synthesis to fix audio without re-recording. Beyond transcription, it supports collaborative editing, screen recording, and multitrack capabilities, making it a comprehensive tool for podcasters and video creators.

Pros

  • Exceptionally accurate transcription with speaker identification
  • Revolutionary text-based editing that syncs changes to audio/video
  • Powerful AI tools like Overdub and filler word removal

Cons

  • Higher pricing compared to basic transcription tools
  • Processing time for long files can be noticeable
  • Free tier has significant limitations on transcription hours

Best For

Podcasters, YouTubers, and video editors who need seamless transcription integrated with intuitive media editing.

Pricing

Free plan (1 transcription hour/month); Creator $12/user/month (10 hours); Pro $24/user/month (30 hours); Enterprise custom.

Visit Descriptdescript.com
3
Rev logo

Rev

specialized

Delivers fast and accurate audio-to-text transcription using AI and professional human reviewers.

Overall Rating8.7/10
Features
9.0/10
Ease of Use
9.5/10
Value
8.0/10
Standout Feature

Hybrid model offering both affordable AI speed and human transcription with a 99% accuracy guarantee

Rev (rev.com) is a versatile transcription platform offering both AI-powered and human-reviewed audio-to-text services for converting audio and video files into accurate transcripts. It supports multiple speakers, timestamps, and various export formats like SRT for captions and subtitles. Users can select from quick AI options or premium human transcription for superior accuracy, making it suitable for professional needs.

Pros

  • High accuracy (up to 99%) with professional human transcribers
  • Fast turnaround times, including same-day options
  • Supports wide range of formats and features like speaker ID and captions

Cons

  • Human transcription is relatively expensive at $1.50+/min
  • AI accuracy can falter with poor audio quality or accents
  • Pay-per-minute model lacks subscription or unlimited plans

Best For

Professionals like journalists, podcasters, and businesses needing reliable, high-accuracy transcripts with quick delivery.

Pricing

AI: $0.25/min; Human: $1.50/min (standard), $3.00/min (rush); volume discounts available.

Visit Revrev.com
4
Sonix logo

Sonix

specialized

Offers automated AI transcription with high accuracy, multilingual support, and easy editing tools.

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

AI-driven Magic Prompts for automated summaries, chapters, and keyword extraction

Sonix is an AI-powered transcription service that automatically converts audio and video files into accurate, searchable text transcripts. It supports over 40 languages, offers features like speaker identification, timestamps, automated summaries, and filler word removal. The platform includes a collaborative editor for real-time teamwork and exports in multiple formats for seamless integration into workflows.

Pros

  • High accuracy with speaker diarization
  • Multilingual support for 40+ languages
  • Intuitive collaborative editing interface

Cons

  • Pricing scales quickly for high-volume use
  • Accuracy dips with poor audio quality or heavy accents
  • Limited free tier (30 minutes trial only)

Best For

Journalists, podcasters, and research teams needing fast, multilingual transcriptions with collaboration.

Pricing

Pay-as-you-go at $10 per audio hour ($0.25/minute); monthly plans start at $22 for 10 hours (Standard) up to $110 for 50 hours (Enterprise).

Visit Sonixsonix.ai
5
Fireflies.ai logo

Fireflies.ai

general_ai

Automatically transcribes meetings, generates AI summaries, and integrates with video conferencing tools.

Overall Rating8.7/10
Features
9.2/10
Ease of Use
9.0/10
Value
8.1/10
Standout Feature

Automatic AI extraction of action items, key topics, and sentiment analysis from meeting transcripts

Fireflies.ai is an AI-driven meeting assistant that specializes in transcribing audio from video conferences, calls, and recordings across platforms like Zoom, Google Meet, and Microsoft Teams. It delivers accurate, speaker-identified transcripts with timestamps, keyword search, and AI-generated summaries, action items, and insights. The tool automates note-taking and collaboration, making it ideal for teams handling frequent meetings.

Pros

  • Seamless auto-join and transcription for major meeting platforms
  • Speaker diarization and high accuracy even in multi-speaker scenarios
  • AI-powered summaries, action items, and searchable analytics

Cons

  • Less optimized for non-meeting audio files or podcasts
  • Pricing scales with users and storage, getting expensive for large teams
  • Privacy concerns due to cloud-based processing and storage

Best For

Remote teams and sales professionals who need automated transcription and insights from recurring online meetings.

Pricing

Free tier with limited minutes; Pro at $10/user/month (annual); Business at $19/user/month; Enterprise custom.

Visit Fireflies.aifireflies.ai
6
Trint logo

Trint

specialized

Enables real-time collaborative transcription and editing for journalists and media teams.

Overall Rating8.2/10
Features
8.7/10
Ease of Use
8.4/10
Value
7.6/10
Standout Feature

The Trint Editor's text-based media scrubbing, allowing precise edits by manipulating transcript text directly

Trint is an AI-powered transcription platform designed for media professionals, transcribing audio and video into searchable, editable text with high accuracy across multiple languages. It features a collaborative editor where changes to text automatically sync with the media timeline, speaker identification, and tools for story building. Users can import files, live stream transcripts, or integrate with tools like Adobe Premiere for seamless workflows.

Pros

  • Exceptional transcription accuracy with speaker diarization and multi-language support
  • Powerful collaborative editing interface that syncs text edits to audio/video
  • Robust search, tagging, and export options for professional media workflows

Cons

  • Usage-based pricing can become expensive for high-volume users
  • Limited free tier and no unlimited transcription option
  • Advanced features have a slight learning curve for non-media pros

Best For

Journalists, podcasters, and media teams needing collaborative, high-accuracy transcription for content production.

Pricing

Pay-per-use from $0.20/minute transcribed; team plans start at $60/user/month including 30 hours of transcription, with higher tiers up to $125/user/month.

Visit Trinttrint.com
7
Happy Scribe logo

Happy Scribe

specialized

Transcribes audio and video into text in over 120 languages with AI and human options.

Overall Rating8.2/10
Features
8.5/10
Ease of Use
9.0/10
Value
7.5/10
Standout Feature

Broadest-in-class support for 120+ languages with native-level AI accuracy

Happy Scribe is an AI-powered transcription platform that converts audio and video files to text across 120+ languages with features like speaker diarization and subtitle generation. It supports both automated AI transcription and optional human review for improved accuracy. Ideal for post-production workflows, it allows exports in multiple formats including SRT, VTT, and TXT, with collaboration tools for teams.

Pros

  • Exceptional multilingual support for 120+ languages
  • Intuitive web interface with drag-and-drop uploads
  • Subtitle generation and export in professional formats

Cons

  • Pricing can escalate quickly for high-volume use
  • AI accuracy varies with audio quality and accents
  • Limited real-time transcription capabilities

Best For

Content creators, podcasters, and video producers needing accurate multilingual transcriptions and subtitles.

Pricing

Pay-as-you-go starts at €0.20/min for AI transcription and €1.80/min for human-reviewed; subscriptions from €17/month (120 mins) to €99/month (unlimited).

Visit Happy Scribehappyscribe.com
8
Notta logo

Notta

general_ai

AI-driven real-time transcription for meetings, interviews, and lectures with translation features.

Overall Rating8.4/10
Features
8.7/10
Ease of Use
9.1/10
Value
8.0/10
Standout Feature

Real-time transcription bot that joins Zoom/Google Meet calls in 58+ languages

Notta (notta.ai) is an AI-powered transcription tool that converts audio and video files into accurate text across 58+ languages, supporting both uploaded files and real-time live transcription. It includes features like speaker identification, AI-generated summaries, action items, and seamless integrations with Zoom, Google Meet, and other platforms. Ideal for meetings, interviews, and lectures, it allows easy editing, searching, and sharing of transcripts.

Pros

  • Supports transcription in 58+ languages with solid accuracy
  • Real-time transcription and meeting bot integrations
  • AI summaries, speaker diarization, and keyword highlighting

Cons

  • Accuracy drops with heavy accents or noisy audio
  • Free plan limited to 120 minutes/month
  • Advanced features like unlimited storage require higher tiers

Best For

Multilingual teams and professionals handling international meetings or interviews who need quick, real-time transcriptions.

Pricing

Free (120 min/mo); Pro $8.25/user/mo (annual, 1,800 min/mo); Business $16.25/user/mo; Enterprise custom.

Visit Nottanotta.ai
9
Deepgram logo

Deepgram

enterprise

Provides low-latency, high-accuracy speech-to-text API for real-time and batch transcription.

Overall Rating8.7/10
Features
9.4/10
Ease of Use
8.1/10
Value
8.5/10
Standout Feature

Nova-2 model delivering sub-300ms latency with top-tier accuracy across noisy audio and 30+ languages

Deepgram is a high-performance AI-powered speech-to-text platform that converts audio into accurate text using advanced neural networks. It specializes in real-time streaming transcription with ultra-low latency, supporting over 30 languages and custom model training for domain-specific accuracy. Ideal for developers integrating transcription into apps, meetings, calls, and media workflows.

Pros

  • Exceptional accuracy and noise robustness
  • Ultra-low latency for real-time applications
  • Customizable models and multi-language support

Cons

  • Developer-focused API requires coding knowledge
  • Pay-per-use pricing can escalate with high volume
  • Limited no-code interface for non-technical users

Best For

Developers and enterprises building scalable, real-time transcription features into applications like video platforms or call centers.

Pricing

Pay-as-you-go from $0.0043/minute for Nova-2 model; volume discounts, growth plans from $200/month, and custom enterprise pricing.

Visit Deepgramdeepgram.com
10
AssemblyAI logo

AssemblyAI

enterprise

Speech AI platform for transcription, summarization, and analysis via developer-friendly APIs.

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

LeMUR framework for applying custom LLMs to transcripts for tasks like summarization and question-answering

AssemblyAI is an AI-powered speech-to-text platform offering high-accuracy transcription via a developer-friendly API for both real-time and batch audio/video processing. It supports advanced features like speaker diarization, sentiment analysis, PII detection, and LLM-powered summarization through its LeMUR framework. The service excels in handling diverse accents, noisy environments, and multiple languages, making it suitable for applications in media, customer service, and content analysis.

Pros

  • State-of-the-art accuracy with Universal-1 and Conformer models
  • Rich ecosystem of AI features like diarization, summarization, and custom LLM tasks
  • Scalable API with SDKs for Python, Node.js, and more

Cons

  • Primarily API-driven, requiring coding knowledge for integration
  • Pay-per-use model can become expensive at high volumes
  • Limited no-code options compared to drag-and-drop competitors

Best For

Developers and tech teams building scalable audio transcription into apps or workflows.

Pricing

Pay-as-you-go at $0.00025/second (~$0.90/hour) for core transcription, plus fees for advanced features; volume discounts available.

Visit AssemblyAIassembly.ai

Conclusion

After evaluating all 10 tools, Otter.ai emerges as the top choice, offering real-time AI transcription, speaker identification, and searchable notes that streamline meetings and conversations. Close contenders Descript and Rev stand out too—Descript excels with AI-powered editing, while Rev delivers a robust mix of AI and human accuracy for critical tasks, catering to distinct user needs.

Otter.ai logo
Our Top Pick
Otter.ai

With its blend of real-time features and user-friendly design, Otter.ai is a standout investment—start a free trial today to experience its reliable, efficient transcription firsthand.