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Speech Recognition
R

Rev AI

Speech-to-text API service that provides accurate automatic and human-powered transcription for pre-recorded and real-time audio, with speaker diarization, custom vocabulary, and support for 36+ languages.

Starting at$0.02/minute
Visit Rev AI →
OverviewFeaturesPricingUse CasesLimitationsFAQSecurityAlternatives

Overview

Rev AI is a speech recognition API that converts audio and video into text using both automated ASR models and optional human transcription. It is best suited for developers and businesses that need reliable, scalable transcription with flexible accuracy options — from fast automated results at $0.02 per minute to human-verified transcripts at 99%+ accuracy for $1.50 per minute.

The platform offers two primary automated transcription modes: an asynchronous API for pre-recorded files (accepting 20+ audio and video formats with no file size limits) and a real-time streaming API via WebSocket with 300–500ms latency for live captioning and voice-enabled applications. Both modes include speaker diarization to identify and label individual speakers, and custom vocabulary support to improve recognition of domain-specific terms such as medical terminology, legal jargon, or brand names.

Rev AI supports 36+ languages and dialects, with English being its strongest language at 86–90% word-level accuracy on general audio. Non-English language accuracy varies and is generally lower, so teams working primarily in other languages should benchmark against competitors like Google Cloud Speech-to-Text, which supports 125+ languages.

A key differentiator is Rev AI's human-in-the-loop transcription service, which routes audio to professional human transcribers for 99%+ guaranteed accuracy. This hybrid approach is rare among API-first competitors and makes Rev AI particularly valuable for use cases where accuracy is critical, such as legal proceedings, medical documentation, and compliance-sensitive call center recordings.

Pricing follows a straightforward pay-per-minute model with no monthly minimums or long-term contracts. New accounts receive a limited number of free trial minutes to evaluate the service before committing. Enterprise customers can negotiate custom pricing, volume discounts, and on-premise deployment for data residency requirements.

Rev AI provides official SDKs for Python, Node.js, and Java, along with comprehensive REST API documentation. The platform is cloud-agnostic and does not require commitment to a specific cloud provider, unlike Amazon Transcribe or Google Cloud Speech-to-Text which are tightly coupled to their respective ecosystems.

Limitations to consider include the absence of a permanent free tier, higher pricing for the streaming API compared to async transcription, and the fact that advanced features like topic extraction and sentiment analysis are billed separately. Accuracy on heavily accented speech and noisy audio environments can also drop below the stated 86–90% baseline, which may require supplementing with human transcription for critical content.

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Key Features

Custom Vocabulary+

Users can supply lists of domain-specific terms, acronyms, product names, and jargon to improve transcription accuracy. The custom vocabulary is passed as a parameter with each API request, allowing different vocabulary sets for different use cases. This is particularly valuable for medical, legal, and technical domains where standard ASR models frequently misrecognize specialized terminology.

Speaker Diarization+

Rev AI automatically identifies and labels individual speakers in multi-speaker audio recordings. The diarization engine segments the transcript by speaker and assigns labels such as Speaker 0, Speaker 1, etc. This feature works in both async and streaming modes and is essential for meeting transcription, call center analytics, and interview recordings where attributing speech to the correct person matters.

Real-Time Streaming API+

The WebSocket-based streaming endpoint delivers transcription results with 300–500ms latency. It provides both interim (partial) hypotheses that update as speech continues and final results once a phrase is confirmed. The streaming API supports speaker diarization, custom vocabulary, and is used for live captioning, voice-enabled applications, and real-time conversation analytics.

Human-in-the-Loop Transcription+

Unlike purely automated competitors, Rev AI offers a human transcription service at $1.50/minute that routes audio to professional transcribers for 99%+ guaranteed accuracy. This hybrid approach is ideal for legal, medical, and compliance use cases where automated accuracy is insufficient. Users can choose between verbatim and non-verbatim transcription styles depending on their needs.

Multi-Format Async Processing+

The asynchronous API accepts over 20 audio and video formats including MP3, WAV, FLAC, MP4, MOV, and WebM with no file size limits. Jobs are submitted via REST API and results are delivered through polling or webhook callbacks. This mode is optimized for batch processing large volumes of pre-recorded content at the lowest per-minute rate.

Pricing Plans

Async Transcription

$0.02/minute

  • ✓Pre-recorded audio and video transcription
  • ✓20+ supported audio/video formats
  • ✓No file size limit
  • ✓Speaker diarization included
  • ✓Custom vocabulary support
  • ✓Webhook notifications for job completion

Streaming (Real-Time) Transcription

$0.035/minute

  • ✓Real-time transcription via WebSocket
  • ✓300–500ms latency
  • ✓Speaker diarization
  • ✓Custom vocabulary support
  • ✓Interim and final result delivery

Human Transcription

$1.50/minute

  • ✓99%+ accuracy guaranteed
  • ✓Professional human transcribers
  • ✓Speaker identification
  • ✓Verbatim or non-verbatim options
  • ✓Turnaround time varies by demand

Enterprise / On-Premise

Custom pricing

  • ✓On-premise deployment option
  • ✓Custom SLAs and dedicated support
  • ✓Data residency compliance
  • ✓Volume discounts
  • ✓Custom model training options
See Full Pricing →Free vs Paid →Is it worth it? →

Ready to get started with Rev AI?

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Best Use Cases

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Call center analytics platforms that need to transcribe and analyze thousands of hours of recorded customer calls with speaker identification for quality assurance, agent coaching, and compliance monitoring

⚡

Media and podcast production workflows where producers need searchable transcripts, show notes, and repurposable text content generated automatically from audio recordings

🔧

Live event captioning and accessibility compliance, using the low-latency streaming API to provide real-time captions for webinars, conferences, and broadcasts

🚀

Healthcare clinical documentation where physicians dictate notes and need transcription with custom medical vocabularies for accurate capture of drug names, procedures, and diagnoses

💡

Legal transcription of depositions, court proceedings, and client interviews where the human transcription option provides the 99%+ accuracy required for official records

🔄

EdTech platforms that automatically transcribe lecture recordings and course content to generate searchable text, captions, and study materials for students

Limitations & What It Can't Do

We believe in transparent reviews. Here's what Rev AI doesn't handle well:

  • ⚠No permanent free tier — only trial credits are provided, so ongoing usage requires a paid account from the start
  • ⚠Custom vocabulary must be manually curated and maintained; the system does not automatically learn new terms from corrections or usage patterns
  • ⚠On-premise deployment is only available through enterprise contracts with custom pricing, making it inaccessible to smaller teams with data residency needs
  • ⚠Real-time streaming does not support all 36+ languages — only a subset of languages are available for the streaming API, with English having the broadest feature set
  • ⚠Topic extraction and sentiment analysis are separate paid add-ons, unlike competitors such as AssemblyAI that include audio intelligence features in their base pricing

Pros & Cons

✓ Pros

  • ✓High baseline accuracy of 86–90% on general English audio, competitive with leading ASR providers like Google and Amazon for standard speech content
  • ✓Unique human-in-the-loop transcription option delivers 99%+ accuracy for critical use cases like legal, medical, and compliance workflows
  • ✓Low-latency streaming API (300–500ms) suitable for live captioning, real-time voice applications, and accessibility compliance scenarios
  • ✓Simple pay-per-minute pricing starting at $0.02/minute with no monthly minimums, long-term contracts, or hidden fees
  • ✓Cloud-agnostic design with SDKs for Python, Node.js, and Java means no lock-in to a specific cloud provider ecosystem
  • ✓Comprehensive speaker diarization and custom vocabulary support included at no extra cost in both async and streaming transcription modes

✗ Cons

  • ✗Accuracy drops noticeably on heavily accented speech, noisy environments, and overlapping speakers, sometimes falling well below the 86–90% baseline
  • ✗Streaming API is priced 75% higher than async transcription at $0.035/minute, which adds up quickly for high-volume real-time use cases
  • ✗No permanently free tier — only a limited trial, so casual users and hobbyists must pay from the start after trial credits expire
  • ✗Language support outside English is less mature, with lower accuracy and fewer features available for non-English languages compared to Google's 125+ language support
  • ✗Custom vocabulary requires manual curation and does not automatically learn or adapt from corrections, increasing maintenance burden for specialized domains
  • ✗Human transcription turnaround times can be unpredictable during high-demand periods, making it unsuitable for time-sensitive workflows without planning ahead
  • ✗On-premise deployment is enterprise-only with custom pricing, putting it out of reach for smaller organizations with data residency requirements
  • ✗Topic extraction and sentiment analysis are additional cost add-ons billed separately, unlike competitors such as AssemblyAI that bundle audio intelligence features

Frequently Asked Questions

How much does Rev AI cost?+

Rev AI pricing starts at $0.02/minute. They offer 4 pricing tiers.

What are the main features of Rev AI?+

Rev AI includes Asynchronous transcription API for pre-recorded audio and video files in 20+ formats with no file size limits and webhook-based job completion notifications, Real-time streaming transcription via WebSocket with 300–500ms latency, delivering both interim and final results for live captioning and voice applications, Speaker diarization to identify and label individual speakers in multi-speaker audio, available in both async and streaming modes and 2 other features. Speech-to-text API service that provides accurate automatic and human-powered transcription for pre-recorded and real-time audio, with speaker diariza...

What are alternatives to Rev AI?+

Popular alternatives to Rev AI include [object Object], [object Object], [object Object], [object Object], [object Object]. Each offers different features and pricing models.
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What's New in 2026

As of early 2026, Rev AI continues to operate its core speech-to-text API offerings including async transcription, real-time streaming, and human transcription services. The platform maintains its pricing structure with async transcription at $0.02/minute and streaming at $0.035/minute. Developers can access the latest API documentation and SDKs through the Rev AI developer portal.

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Quick Info

Category

Speech Recognition

Website

www.rev.ai/
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