Quick Overview
- 1#1: CallMiner - AI-powered conversation intelligence platform that analyzes 100% of customer interactions via speech, text, and emotion scoring for actionable insights.
- 2#2: NICE - Cloud-based CXone platform delivering advanced speech analytics, sentiment analysis, and compliance monitoring for contact centers.
- 3#3: Verint - Customer engagement platform with speech analytics to uncover insights, trends, and risks from voice interactions.
- 4#4: Observe.AI - Real-time AI coaching and post-call analytics platform that provides agent assist and quality insights for contact centers.
- 5#5: Gong - Revenue intelligence platform that records, transcribes, and analyzes sales and service calls to drive performance improvements.
- 6#6: Chorus.ai - Conversation intelligence tool that turns customer calls into searchable insights with keyword spotting and coaching features.
- 7#7: Uniphore - Enterprise AI platform offering speech analytics, emotion AI, and real-time guidance for customer service optimization.
- 8#8: Cogito - Real-time emotional intelligence platform providing live guidance to agents during customer calls to improve outcomes.
- 9#9: Talkdesk - AI-native contact center platform with Explore analytics for speech-to-text, sentiment, and performance insights.
- 10#10: Five9 - Intelligent cloud contact center featuring conversation analytics, predictive routing, and AI-driven insights from calls.
These tools were carefully chosen based on their technical capabilities (including sentiment and emotion analysis, integration flexibility, and scalability), user experience (ease of deployment, agent adoption, and manager-friendly insights), and tangible value (ROI from performance improvements and reduced risks) to deliver a curated list of industry leaders.
Comparison Table
Call center speech analytics software empowers teams to extract actionable insights from customer interactions, driving efficiency and customer satisfaction; this comparison table highlights leading tools like CallMiner, NICE, Verint, Observe.AI, Gong, and more, helping readers understand key features, use cases, and capabilities to choose the right solution.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | CallMiner AI-powered conversation intelligence platform that analyzes 100% of customer interactions via speech, text, and emotion scoring for actionable insights. | specialized | 9.5/10 | 9.8/10 | 8.4/10 | 9.1/10 |
| 2 | NICE Cloud-based CXone platform delivering advanced speech analytics, sentiment analysis, and compliance monitoring for contact centers. | enterprise | 9.2/10 | 9.6/10 | 7.9/10 | 8.7/10 |
| 3 | Verint Customer engagement platform with speech analytics to uncover insights, trends, and risks from voice interactions. | enterprise | 8.7/10 | 9.2/10 | 7.8/10 | 8.4/10 |
| 4 | Observe.AI Real-time AI coaching and post-call analytics platform that provides agent assist and quality insights for contact centers. | specialized | 8.7/10 | 9.2/10 | 8.5/10 | 8.3/10 |
| 5 | Gong Revenue intelligence platform that records, transcribes, and analyzes sales and service calls to drive performance improvements. | specialized | 8.7/10 | 9.2/10 | 8.4/10 | 7.9/10 |
| 6 | Chorus.ai Conversation intelligence tool that turns customer calls into searchable insights with keyword spotting and coaching features. | specialized | 8.2/10 | 8.7/10 | 7.9/10 | 7.6/10 |
| 7 | Uniphore Enterprise AI platform offering speech analytics, emotion AI, and real-time guidance for customer service optimization. | enterprise | 8.4/10 | 9.1/10 | 7.8/10 | 7.6/10 |
| 8 | Cogito Real-time emotional intelligence platform providing live guidance to agents during customer calls to improve outcomes. | specialized | 8.4/10 | 9.1/10 | 8.2/10 | 7.9/10 |
| 9 | Talkdesk AI-native contact center platform with Explore analytics for speech-to-text, sentiment, and performance insights. | enterprise | 8.2/10 | 8.5/10 | 8.8/10 | 7.6/10 |
| 10 | Five9 Intelligent cloud contact center featuring conversation analytics, predictive routing, and AI-driven insights from calls. | enterprise | 8.1/10 | 8.5/10 | 7.7/10 | 7.6/10 |
AI-powered conversation intelligence platform that analyzes 100% of customer interactions via speech, text, and emotion scoring for actionable insights.
Cloud-based CXone platform delivering advanced speech analytics, sentiment analysis, and compliance monitoring for contact centers.
Customer engagement platform with speech analytics to uncover insights, trends, and risks from voice interactions.
Real-time AI coaching and post-call analytics platform that provides agent assist and quality insights for contact centers.
Revenue intelligence platform that records, transcribes, and analyzes sales and service calls to drive performance improvements.
Conversation intelligence tool that turns customer calls into searchable insights with keyword spotting and coaching features.
Enterprise AI platform offering speech analytics, emotion AI, and real-time guidance for customer service optimization.
Real-time emotional intelligence platform providing live guidance to agents during customer calls to improve outcomes.
AI-native contact center platform with Explore analytics for speech-to-text, sentiment, and performance insights.
Intelligent cloud contact center featuring conversation analytics, predictive routing, and AI-driven insights from calls.
CallMiner
specializedAI-powered conversation intelligence platform that analyzes 100% of customer interactions via speech, text, and emotion scoring for actionable insights.
Eureka's patented speech analytics engine delivering 99%+ transcription accuracy and nuanced emotion AI across 50+ languages
CallMiner is a premier conversation intelligence platform specializing in speech analytics for contact centers, leveraging AI and machine learning to transcribe, analyze, and derive actionable insights from customer interactions. It evaluates agent performance, customer sentiment, compliance risks, and key topics in real-time or post-call, helping organizations optimize operations and improve customer experience. With support for multi-language processing and integration across channels like voice, text, and digital, it scales for enterprise-level deployments.
Pros
- Advanced AI-driven analytics for sentiment, emotion, and compliance detection with high accuracy
- Real-time agent assist and automated quality management tools
- Seamless scalability and integrations with major contact center platforms like Genesys and NICE
Cons
- High implementation costs and complexity for smaller organizations
- Steep learning curve for full utilization of advanced features
- Custom pricing lacks transparency for budgeting
Best For
Enterprise contact centers handling high call volumes that require deep, AI-powered insights to drive performance and compliance.
Pricing
Custom quote-based pricing, typically starting at $50-100 per agent/month for enterprise deployments with volume discounts.
NICE
enterpriseCloud-based CXone platform delivering advanced speech analytics, sentiment analysis, and compliance monitoring for contact centers.
Enlighten AI's phoneme-level search and real-time agent assist, enabling precise phrase detection and proactive guidance during live calls
NICE Enlighten Speech Analytics is a comprehensive AI-powered platform designed for call centers, offering real-time and post-call transcription, sentiment analysis, keyword spotting, and compliance monitoring. It leverages advanced machine learning to detect customer intent, agent performance issues, and regulatory risks across interactions. The solution provides actionable insights through customizable dashboards, automated quality management, and integration with leading CRM and contact center systems, helping organizations enhance customer experience and operational efficiency.
Pros
- Exceptional accuracy in speech-to-text transcription with support for multiple languages and accents
- Robust AI-driven features like real-time guidance, sentiment analysis, and phrase-based search
- Scalable for enterprise-level deployments with strong integrations to CRMs like Salesforce
Cons
- High implementation costs and complexity requiring professional services
- Steep learning curve for non-technical users and extensive configuration needed
- Pricing is opaque and premium, less ideal for small to mid-sized operations
Best For
Large enterprises with high-volume contact centers needing advanced, scalable speech analytics for compliance, coaching, and CX optimization.
Pricing
Custom enterprise pricing via quote; typically $75-200+ per agent/month depending on features, volume, and deployment.
Verint
enterpriseCustomer engagement platform with speech analytics to uncover insights, trends, and risks from voice interactions.
Da Vinci AI-powered Interaction Analytics that combines speech, text, and behavioral data for predictive insights and automated agent coaching
Verint Speech Analytics is an enterprise-grade solution that captures, transcribes, and analyzes customer interactions in contact centers using AI-powered speech-to-text and natural language processing. It identifies keywords, sentiment, compliance risks, and behavioral patterns to provide actionable insights for improving agent performance and customer experience. The platform integrates with Verint's broader workforce engagement suite, enabling real-time coaching, quality management, and trend forecasting across high-volume operations.
Pros
- Advanced AI-driven analytics including sentiment analysis, keyword spotting, and compliance monitoring
- Seamless integration with recording, workforce management, and CRM systems
- Scalable for large enterprises with real-time alerting and automated scoring
Cons
- Steep learning curve and complex implementation for non-technical users
- High cost prohibitive for small to mid-sized contact centers
- Customization requires significant professional services
Best For
Large enterprises with high-volume contact centers seeking comprehensive compliance, quality assurance, and AI insights.
Pricing
Custom quote-based pricing; typically $100,000+ annually for enterprise deployments based on call volume and features.
Observe.AI
specializedReal-time AI coaching and post-call analytics platform that provides agent assist and quality insights for contact centers.
Real-Time Guidance with Smart Snippets for live agent coaching and next-best-action recommendations
Observe.AI is an AI-powered conversation intelligence platform designed for contact centers, offering real-time guidance, automated quality assurance, and deep analytics on customer interactions. It transcribes calls with high accuracy, analyzes sentiment, keywords, compliance risks, and agent performance to deliver actionable insights. The software enables supervisors to coach agents effectively through Smart Snippets, trend detection, and customizable scorecards, improving overall customer experience and operational efficiency.
Pros
- Real-time agent assist and coaching during live calls
- Advanced AI-driven QA automation with high transcription accuracy
- Seamless integrations with major CCaaS platforms like Five9 and Genesys
Cons
- Pricing can be steep for small to mid-sized contact centers
- Initial setup and integration may require technical expertise
- Performance dependent on call audio quality and accents
Best For
Enterprise contact centers needing scalable AI for real-time coaching, compliance monitoring, and performance analytics.
Pricing
Custom enterprise pricing, typically $15-30 per agent/month based on volume and features.
Gong
specializedRevenue intelligence platform that records, transcribes, and analyzes sales and service calls to drive performance improvements.
Revenue Intelligence engine that predicts deal outcomes and risks directly from analyzed call data
Gong is a conversation intelligence platform that records, transcribes, and analyzes sales calls and meetings using AI to uncover insights on customer interactions, talk ratios, sentiment, and key moments. It provides actionable data for coaching, forecasting, and performance improvement in call centers. Primarily designed for revenue teams, it integrates deeply with CRMs like Salesforce to track deal progression from conversations.
Pros
- Highly accurate AI transcription and real-time sentiment analysis
- Intuitive dashboards for conversation insights and coaching
- Seamless integrations with CRM and sales tools
Cons
- Expensive pricing model unsuitable for small teams
- Steeper learning curve for advanced analytics features
- More optimized for sales calls than pure customer support scenarios
Best For
Sales-focused call centers and revenue operations teams seeking deep conversation analytics for coaching and forecasting.
Pricing
Custom enterprise pricing via contact sales; typically $100-$160 per user/month for core plans, scaling up for advanced features.
Chorus.ai
specializedConversation intelligence tool that turns customer calls into searchable insights with keyword spotting and coaching features.
AI-driven Deal Risk Score that predicts call outcomes based on conversation patterns
Chorus.ai is a conversation intelligence platform that specializes in analyzing sales calls, customer interactions, and meetings through AI-powered transcription and insights. It captures key metrics like talk time, sentiment, competitor mentions, and coaching opportunities to drive performance improvements in call centers. The tool offers searchable conversation libraries, CRM integrations, and automated coaching recommendations, making it ideal for speech analytics in high-volume contact centers.
Pros
- Highly accurate real-time transcription and multi-language support
- Advanced AI insights including sentiment analysis and deal risk scoring
- Seamless integrations with CRM tools like Salesforce and Zoom
Cons
- Pricing is enterprise-focused and can be expensive for smaller teams
- Steeper learning curve for advanced analytics customization
- Primarily optimized for sales calls over pure support center use cases
Best For
Mid-to-large call centers focused on sales enablement and agent coaching through conversation data.
Pricing
Custom enterprise pricing, typically starting at $100+ per user/month with annual contracts and volume discounts.
Uniphore
enterpriseEnterprise AI platform offering speech analytics, emotion AI, and real-time guidance for customer service optimization.
Emotion AI that detects subtle emotional cues beyond basic sentiment for deeper interaction understanding
Uniphore is an AI-driven conversational intelligence platform specializing in speech analytics for call centers, capturing and analyzing customer interactions to extract insights on sentiment, compliance, emotions, and key topics. It provides real-time agent assistance, automated quality assurance, and predictive analytics to enhance customer experience and agent performance. The solution integrates seamlessly with major CRMs and telephony systems, supporting multilingual conversations across global operations.
Pros
- Advanced Emotion AI for nuanced customer sentiment detection
- Real-time guidance and coaching for agents during calls
- Robust multilingual support and scalable enterprise integrations
Cons
- Complex setup and customization requiring technical expertise
- Higher pricing suitable mainly for larger organizations
- Occasional accuracy issues with accents or noisy environments
Best For
Mid-to-large enterprises with high-volume contact centers seeking sophisticated AI-powered insights and real-time optimization.
Pricing
Custom enterprise pricing, typically $50-150 per agent/month or usage-based models; quotes required.
Cogito
specializedReal-time emotional intelligence platform providing live guidance to agents during customer calls to improve outcomes.
Real-time emotional intelligence coaching with live sentiment alerts and response suggestions
Cogito is an AI-powered platform specializing in real-time speech analytics and coaching for call center agents, analyzing live conversations for sentiment, emotion, and compliance to provide instant guidance. It detects customer frustration or confusion and suggests optimal responses, while also offering post-call analytics for performance reviews and insights. This solution bridges real-time intervention with retrospective analysis to boost agent effectiveness and customer satisfaction.
Pros
- Real-time AI coaching improves agent performance instantly
- Advanced emotion and sentiment detection enhances CX
- Strong integration with major contact center platforms
Cons
- Enterprise pricing can be steep for smaller operations
- Implementation requires telephony integration expertise
- Less emphasis on deep historical speech search compared to pure analytics tools
Best For
Mid-to-large contact centers seeking real-time agent guidance and emotional intelligence over traditional post-call analytics.
Pricing
Custom enterprise pricing, typically $75-150 per agent/month depending on scale and features; contact sales for quotes.
Talkdesk
enterpriseAI-native contact center platform with Explore analytics for speech-to-text, sentiment, and performance insights.
Generative AI-powered interaction summaries and auto-QA scoring
Talkdesk is a cloud-based contact center platform with integrated speech analytics via its Interaction Analytics module, offering AI-driven transcription, sentiment analysis, keyword spotting, and phrase detection from call recordings. It enables supervisors to score interactions automatically, identify trends, and provide real-time coaching to agents for improved performance and compliance. The tool integrates seamlessly with CRMs and workforce management systems, delivering actionable insights to optimize customer experience at scale.
Pros
- Advanced AI for real-time transcription and sentiment analysis
- Intuitive dashboards with customizable reports
- Strong integrations with CRM and compliance tools
Cons
- Pricing can be steep for smaller teams
- Advanced analytics require higher-tier plans
- Customization options limited compared to pure-play analytics tools
Best For
Mid-sized to enterprise contact centers needing integrated speech analytics within a full CCaaS platform.
Pricing
Quote-based pricing starts at around $75/user/month for basic plans; advanced speech analytics available in Elite tier (~$125+/user/month).
Five9
enterpriseIntelligent cloud contact center featuring conversation analytics, predictive routing, and AI-driven insights from calls.
Real-time conversation intelligence with live sentiment scoring and agent prompts
Five9 is a cloud-based contact center platform that incorporates speech analytics to automatically transcribe calls, detect keywords, analyze sentiment, and identify trends in customer interactions. It provides actionable insights for quality assurance, compliance monitoring, and agent coaching through AI-driven tools like real-time guidance and post-call summaries. As part of its Intelligent CX Platform, it integrates seamlessly with omnichannel routing and workforce management for comprehensive call center optimization.
Pros
- Advanced AI for sentiment analysis and keyword spotting
- Real-time agent assist and coaching features
- Scalable integration within Five9's full contact center suite
Cons
- Pricing can be high for smaller operations
- Full potential requires Five9 ecosystem commitment
- Setup and customization have a learning curve
Best For
Mid-to-large enterprises seeking integrated speech analytics within a comprehensive cloud contact center platform.
Pricing
Quote-based pricing, typically $165-$350 per agent per month including core platform and analytics add-ons.
Conclusion
The reviewed tools span diverse contact center needs, from 100% interaction analysis to real-time coaching, with CallMiner leading as the top pick for its AI-powered depth across speech, text, and emotion. NICE and Verint follow, offering strong alternatives—NICE for cloud-based CX and compliance, Verint for engagement trends and risk insights. Together, they highlight the range of solutions available to enhance performance.
Start with CallMiner to unlock actionable insights and elevate your contact center's effectiveness, or explore NICE or Verint if specific features better align with your needs.
Tools Reviewed
All tools were independently evaluated for this comparison
