# Best Enterprise Computer-Assisted Translation Software

  *By [Neeraja Prakash](https://research.g2.com/insights/author/neeraja-prakash)*

   Products classified in the overall Computer-Assisted Translation category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Computer-Assisted Translation to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business Computer-Assisted Translation category.

In addition to qualifying for inclusion in the Computer-Assisted Translation Software category, to qualify for inclusion in the Enterprise Business Computer-Assisted Translation Software category, a product must have at least 10 reviews left by a reviewer from an enterprise business.




  
## How Many Computer-Assisted Translation Software Products Does G2 Track?
**Total Products under this Category:** 62

### Category Stats (May 2026)
- **Average Rating**: 4.45/5
- **New Reviews This Quarter**: 84
- **Buyer Segments**: Small-Business 68% │ Mid-Market 22% │ Enterprise 11%
- **Top Trending Product**: Trados (+0.01)
*Last updated: May 18, 2026*

  
## How Does G2 Rank Computer-Assisted Translation Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 8,000+ Authentic Reviews
- 62+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

  
  
---

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---

  ## What Are the Top-Rated Computer-Assisted Translation Software Products in 2026?
### 1. [Phrase](https://www.g2.com/products/phrase-phrase/reviews)
  Phrase is a leader in Language Intelligence. Its enterprise platform automates, manages, and delivers multilingual content, helping organizations build deeper customer connections and accelerate business growth. Thousands of global brands use Phrase across hundreds of languages to reduce time to market and deliver consistent brand experiences worldwide. The Phrase Platform brings together translation management, software localization, multimedia localization, machine translation, workflow automation, and language AI in a single integrated environment. From marketing campaigns and product interfaces to apps, audio and video, customer support, and technical documentation, teams manage multilingual content in a single platform. Phrase enables organizations to operationalize AI across multilingual content workflows while maintaining governance, quality control, and brand consistency. Built for complex and fast-moving organizations, Phrase connects directly to the systems where content is created and published. Marketing teams launch global campaigns faster, product teams deliver localized software continuously within development workflows, and customer experience teams provide consistent multilingual support across channels. This open ecosystem architecture allows localization to operate as part of broader content, product, and customer experience workflows. Core capabilities of the Phrase Platform include: - AI-powered translation workflows with secure large language model integrations and adaptive machine translation - Multimedia localization with AI-powered subtitling, dubbing, transcription, AI voice generation, and captioning - AI agent orchestration for context-aware translation and automated post-editing - A broad integration ecosystem connecting CMS platforms including Contentful and Optimizely, customer support platforms including Salesforce, marketing automation systems, developer tools, and design environments including Figma - Native integrations with repositories including GitHub, GitLab, Bitbucket, and Azure DevOps - Over-the-air localization and SDKs for iOS and Android applications - Translation Memory and terminology management to maintain linguistic and brand consistency - Automated quality evaluation and quality performance scoring - In-context preview and visual review tools for faster review cycles - Advanced workflow automation with Phrase Orchestrator, a no-code interface for building and managing approval processes - Vendor management for in-house teams, language service providers, and marketplace partners - Open API, CLI, and webhooks for extensibility and automation - Reporting and analytics to monitor quality, cost efficiency, and performance - Scalable architecture designed for enterprise content volumes Phrase supports global organizations across industries including technology, gaming, retail, manufacturing, automotive, travel, and life sciences. These organizations use Phrase to accelerate global product launches, scale international marketing, and deliver consistent multilingual customer experiences across every market. Enterprise readiness sits at the core of the Phrase Platform. Phrase is ISO 27001 certified and provides robust security, governance, and compliance capabilities including SSO, role-based permissions, granular access controls, and secure cloud infrastructure designed for global organizations. Trusted by leading global brands including Uber, AWS, Volkswagen, and Zendesk, Phrase ensures multilingual content is delivered at scale while maintaining quality, consistency, and control. Learn more at phrase.com.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 1,265
**How Do G2 Users Rate Phrase?**

- **Image Translation:** 6.5/10 (Category avg: 7.4/10)
- **AI Text Generation:** 6.9/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 6.5/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.9/10)

**Who Is the Company Behind Phrase?**

- **Seller:** [Phrase](https://www.g2.com/sellers/phrase)
- **Company Website:** https://phrase.com/
- **Year Founded:** 2010
- **HQ Location:** Prague 1, CZ
- **LinkedIn® Page:** https://www.linkedin.com/company/phraseplatform/ (403 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Translator, Freelance Translator
  - **Top Industries:** Translation and Localization, Computer Software
  - **Company Size:** 59% Small-Business, 26% Mid-Market


#### What Are Phrase's Pros and Cons?

**Pros:**

- Ease of Use (114 reviews)
- Intuitive (58 reviews)
- Features (53 reviews)
- User Interface (53 reviews)
- Translation Efficiency (47 reviews)

**Cons:**

- Translation Issues (41 reviews)
- Interface Issues (23 reviews)
- Expensive (19 reviews)
- Poor Interface Design (19 reviews)
- Poor Usability (18 reviews)

### 2. [Google Cloud Translation API](https://www.g2.com/products/google-cloud-translation-api/reviews)
  Make your content and apps multilingual with fast, dynamic machine translation available in thousands of language pairs.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 325
**How Do G2 Users Rate Google Cloud Translation API?**

- **Image Translation:** 8.4/10 (Category avg: 7.4/10)
- **AI Text Generation:** 8.6/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 8.7/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Google Cloud Translation API?**

- **Seller:** [Google](https://www.g2.com/sellers/google)
- **Year Founded:** 1998
- **HQ Location:** Mountain View, CA
- **Twitter:** @google (31,915,529 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (336,169 employees on LinkedIn®)
- **Ownership:** NASDAQ:GOOG

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer, Data Engineer
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 53% Small-Business, 24% Enterprise


#### What Are Google Cloud Translation API's Pros and Cons?

**Pros:**

- Translation Services (59 reviews)
- Ease of Use (46 reviews)
- Accuracy (38 reviews)
- Multilingual Support (38 reviews)
- Language Support (33 reviews)

**Cons:**

- Translation Accuracy (30 reviews)
- Expensive (28 reviews)
- Accuracy Issues (18 reviews)
- Subscription Costs (16 reviews)
- Translation Issues (14 reviews)

### 3. [Crowdin](https://www.g2.com/products/crowdin/reviews)
  Crowdin is a leading AI-powered localization software for teams. Connect 700+ tools to translate your content. Create and manage all your multilingual content in one place. Localize your apps, software, websites, games, help documentation, and designs to create a native experience for your customers around the globe. Speed up localization and automate content updates with our core features: ✓ 700+ apps, including integrations with tools, where your content lives like git, marketing, support, and other tools ✓ Native AI Integration: providers supported: OpenAI, Google Gemini, Microsoft Azure AI, Anthropic, Mistral AI, xAI, DeepSeek, IBM Watsonx ✓ Get translations from Crowdin language services, choose an agency from the marketplace, or bring your own translation team ✓ Content integrations with your repository on GitHub/GitLab/Bitbucket/Azure Repos ✓ Integrations with Google Play, Android Studio, VS Code and other systems ✓ iOS and Android SDKs (over-the-air content delivery, real-time preview, and screenshots) ✓ Figma, Adobe XD, and Sketch plugins ✓ Integrations with marketing tools: Mailchimp, Contentful, SendGrid, Hubspot, Dropbox, and more ✓ API, CLI, webhooks ✓ Translation Memory ✓ Screenshots ✓ In-Context Visual Editor ✓ Machine Translations ✓ Quality Assurance checks ✓ Reports ✓ Marketplace with apps that integrate with other tools or extend the functionality of Crowdin ✓ Tasks, and more. Crowdin's powerful tools, including the AI Context Harvester, Translation Memory, In-Context Visual Editor, and Quality Assurance checks, ensure high-quality translations. For enterprise needs, Crowdin for Enterprise provides advanced capabilities tailored to large organizations. Security is paramount at Crowdin. Accounts are secured by encrypted AWS-hosted databases, and the platform is ISO/IEC 27001 certified with features like Two-Factor Authentication (2FA), IP allowlists, granular access control, role-based permissions, and SSO integration. For more information visit crowdin.com For enterprise businesses, try our new product – Crowdin for Enterprise: https://crowdin.com/enterprise


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 683
**How Do G2 Users Rate Crowdin?**

- **Image Translation:** 6.7/10 (Category avg: 7.4/10)
- **AI Text Generation:** 7.4/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 7.2/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 8.9/10)

**Who Is the Company Behind Crowdin?**

- **Seller:** [Crowdin](https://www.g2.com/sellers/crowdin)
- **Company Website:** https://crowdin.com/
- **Year Founded:** 2008
- **HQ Location:** Tallinn
- **Twitter:** @crowdin (2,680 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/966966/ (124 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer, CEO
  - **Top Industries:** Computer Software, Computer Games
  - **Company Size:** 56% Small-Business, 31% Mid-Market


#### What Are Crowdin's Pros and Cons?

**Pros:**

- Ease of Use (197 reviews)
- Translation Services (128 reviews)
- Collaboration (108 reviews)
- Easy Integrations (107 reviews)
- Integrations (101 reviews)

**Cons:**

- Usability Issues (162 reviews)
- Translation Issues (79 reviews)
- Difficult Navigation (51 reviews)
- Integration Issues (50 reviews)
- Poor Usability (50 reviews)

### 4. [wxrks](https://www.g2.com/products/wxrks/reviews)
  More Than a Translation Management System wxrks offers a context-first translation platform that enables localization managers, translation agencies, translators, and developers to translate, contextualize, and scale global experiences that drive results. Backed by enterprise-grade hosting and security, our platform is trusted by over 20,000+ users worldwide from organizations like Harley-Davidson, Scaled Agile, Automation Anywhere, Uber, Zendesk, and more. Key Features, some natively powered by AI: - Editor: Translate within a highly efficient and intuitive interface. (CAT Tool) - Augmented Actions: A collection of features intelligently powered by LLM to enhance your translations. - Context-Sensitivity: Ensure translations align perfectly with the content's purpose. - Smells: Automatically detect and correct contextual translation errors. - Learning Terms: Streamline translation with intelligent terminology management. - Tag Fixing: Fix and manage tags effortlessly. - Web Preview: See translations in their final web form before publishing. Translation Power Beyond Memories and Glossaries Our platform goes beyond simple translation memories and glossaries. wxrks manages everything from: - Workflows, - Knowledge, - Permissions, - Finance, - Quality Content types ranging from software to video and eLearning. Whether you're translating alongside a digital twin or managing enterprise-level translation programs, wxrks minimizes time and effort with automation. Customizable and Scalable Fully customize your environment to meet your organization's specific needs. Automate end-to-end processes, from simple tasks to complex translation programs. Powerful analytics tools let you measure and optimize your localization efforts. Trusted by Leading Organizations Join global brands like Harley-Davidson, Scaled Agile, Kraft-Heinz, Cloudflare, Zendesk, and many others in choosing wxrks for seamless, enterprise-grade translations. An API-First Agentic TMS Our API-first approach allows you to customize everything from micro-translation engines to terminology management and permissions. Turn your dream translation setup into a reality with ease. Seamless Integration with wxrks Apps Connect your content with the tools your team uses every day, or even create your own micro-apps using our no-code integration. Manage translations with advanced features like roles, permissions, and quality governance to work better together and go to market faster. Living Terminology for SEO and Brand Management Optimize your terminology using Kanban frameworks, auto-term building, and flexible management tools to boost your SEO and branding efforts.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 225
**How Do G2 Users Rate wxrks?**

- **Image Translation:** 8.7/10 (Category avg: 7.4/10)
- **AI Text Generation:** 8.5/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 8.6/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 8.9/10)

**Who Is the Company Behind wxrks?**

- **Seller:** [wxrks](https://www.g2.com/sellers/wxrks)
- **Company Website:** https://wxrks.com/
- **Year Founded:** 2004
- **HQ Location:** Lafayette, US
- **LinkedIn® Page:** https://www.linkedin.com/company/wxrks2/ (15 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Translator, Freelance Translator
  - **Top Industries:** Translation and Localization, Accounting
  - **Company Size:** 86% Small-Business, 9% Mid-Market


#### What Are wxrks's Pros and Cons?

**Pros:**

- Ease of Use (115 reviews)
- Intuitive (60 reviews)
- User Interface (51 reviews)
- Helpful (45 reviews)
- Project Management (43 reviews)

**Cons:**

- Steep Learning Curve (23 reviews)
- Learning Curve (19 reviews)
- Accuracy Issues (14 reviews)
- Slow Performance (14 reviews)
- Quality Assurance Issues (13 reviews)

### 5. [Lokalise](https://www.g2.com/products/lokalise/reviews)
  Lokalise is your strategic localization partner for delivering high quality native-sounding digital experiences — for your global users — intuitively and accurately. Trusted by over 3,000 companies worldwide, Lokalise helps product, engineering, design, marketing, and content teams work smarter, not harder, across every stage of localization. With 60+ out-of-the-box integrations, including GitHub, Figma, Jira, Contentful, Adobe, and multiple leading CMS, Lokalise fits seamlessly into your existing workflows. Its open architecture and transparent pricing let you scale on your terms without vendor lock-in or surprises. At the core is our advanced AI-powered orchestration engine, combining translation, evaluation, and automation to deliver human-level high quality results at 10x the speed. It analyses language pairs and context, then routes content through multiple LLMs for the best possible outcome. With Custom Models, over 90% of translations are ready to publish instantly – cutting review time and reducing costs by up to 80% compared to traditional workflows. Translation Scoring ensures every content meets your brand and quality standards. It flags critical content, boosts consistency, and reduces the need for manual review. With Lokalise, continuous localization becomes a natural part of how you build and ship. Your teams stay aligned, your brand stays consistent, and your product feels native in every market. From your first market to your next 20, Lokalise is the platform and partner built to grow with you – offering the tech, support, and expertise you need to go global with confidence.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 755
**How Do G2 Users Rate Lokalise?**

- **Image Translation:** 7.2/10 (Category avg: 7.4/10)
- **AI Text Generation:** 7.3/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 7.9/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Lokalise?**

- **Seller:** [Lokalise, Inc.](https://www.g2.com/sellers/lokalise-inc)
- **Company Website:** https://lokalise.com
- **Year Founded:** 2017
- **HQ Location:** Dover, DE
- **Twitter:** @lokalise (2,053 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10917347/ (259 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Product Manager, Localization Manager
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 45% Mid-Market, 39% Small-Business


#### What Are Lokalise's Pros and Cons?

**Pros:**

- Ease of Use (74 reviews)
- Customer Support (63 reviews)
- Integrations (42 reviews)
- Helpful (40 reviews)
- Translation Services (40 reviews)

**Cons:**

- Usability Issues (74 reviews)
- Integration Issues (27 reviews)
- Translation Issues (25 reviews)
- Limitations (21 reviews)
- Missing Features (17 reviews)

### 6. [memoQ](https://www.g2.com/products/memoq/reviews)
  memoQ TMS is a full-fledged enterprise translation management system (TMS) that has been created to help localiztation teams of enterprises and Language Service Providers achieve their goals. It is the No.1. choice for: • Enterprises interested in exceptional translation productivity & quality in a collaborative and highly controlled environment. Our team has experience in many areas, including but not limited to: Gaming, Finance, Manufacturing, Logistics, Life sciences, Audiovisual • Technology companies with agile localization workflows – to automate project management and cope with frequent updates • Content owners with complex/custom integration requirements (content management systems, machine translation, etc.) • Smaller Localization Teams looking for scalable solution for their language management along with their evolving global presence and language coverage • Language service providers that receive localization packages from multiple buyers in different formats and want to process them in a single interoperable system. With memoQ TMS, you can ensure that all the terms and expressions used across your texts and documents are consistent and correct. Translators and reviewers can work with term bases, add terms, and collaborate in real time to maintain a single source for terminology across all your translations. If you have a term base that is accessed by multiple translators, you can have
a terminologist moderate that term base. This means that all new entries must be approved, and your term base is always consistent for all stakeholders. High Security Standards: Keep your Data Safe with memoQ TMS You can host your data on-premises or in the cloud. Updates and security tests are regularly performed to ensure that all your data and processes are safe. memoQ is compliant to ISO 9001:2015 and to ISO/IEC 27001:2017. For localization teams with one project manager memoQ TMS Starter is available in the cloud. For more complex applications memoQ TMS can be deployed in private cloud or on-premise; with expert implementation assistance.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 119
**How Do G2 Users Rate memoQ?**

- **Image Translation:** 5.6/10 (Category avg: 7.4/10)
- **AI Text Generation:** 6.4/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 4.9/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.9/10)

**Who Is the Company Behind memoQ?**

- **Seller:** [memoQ Ltd](https://www.g2.com/sellers/memoq-ltd)
- **Year Founded:** 2004
- **HQ Location:** Budapest, Hungary
- **Twitter:** @memoQ_Official (8,012 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/567092/ (135 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Translator
  - **Top Industries:** Translation and Localization, Higher Education
  - **Company Size:** 65% Small-Business, 23% Enterprise


#### What Are memoQ's Pros and Cons?

**Pros:**

- Ease of Use (35 reviews)
- Customer Support (29 reviews)
- Features (23 reviews)
- Easy Integrations (21 reviews)
- Integrations (21 reviews)

**Cons:**

- Interface Issues (11 reviews)
- Limitations (11 reviews)
- Slow Performance (9 reviews)
- Not User-Friendly (8 reviews)
- Complexity (7 reviews)

### 7. [Transifex](https://www.g2.com/products/transifex/reviews)
  Transifex is a continuous localisation platform designed for software, website, and digital product localisation. It serves as a comprehensive solution for product, engineering, marketing, and localisation teams, facilitating the translation and updating of software interfaces, websites, and digital content in real-time as changes occur. By integrating localisation into the development and content creation processes, Transifex eliminates the traditional batch-based approach, allowing for a more streamlined and efficient workflow. The platform is particularly beneficial for organisations that manage frequently changing software and web content, such as application user interfaces, marketing websites, customer-facing portals, and online documentation. Traditional localisation methods often involve manual file exports and delayed translation cycles, which can lead to discrepancies between translated content and the source updates. Transifex addresses these challenges by automating content synchronisation, enabling near real-time delivery of translations, and ensuring that localisation keeps pace with ongoing development. For software localisation, Transifex integrates seamlessly with code repositories and development workflows. This integration allows new or updated strings to be automatically sent for translation and returned without manual intervention, supporting agile and continuous release cycles. This capability significantly reduces the operational burden on engineering teams, allowing them to focus on development rather than localisation logistics. In the realm of website and marketing localisation, Transifex connects with various content management systems and web frameworks, simplifying the translation of web pages, navigation, metadata, and customer-facing copy. This functionality is particularly advantageous for marketing teams that require rapid multilingual updates to maintain consistency across different markets. The platform’s ability to facilitate quick publishing of translated content ensures that organisations can effectively engage with diverse audiences without delay. Transifex also offers robust collaboration features that enhance the localisation process. These include translation memory, terminology management, and review workflows, which support translators, reviewers, and localisation managers in maintaining linguistic consistency and quality across both technical and marketing content. By providing these tools, Transifex enables teams to operate efficiently while ensuring high standards in their translations. As part of the broader XTM localisation platform, Transifex allows organisations to combine continuous localisation with translation management and visual context tools when necessary. This integration further enhances its value proposition, making it an ideal choice for product teams, engineering teams, marketing teams, and localisation professionals seeking scalable localisation solutions in high-change environments.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 718
**How Do G2 Users Rate Transifex?**

- **Image Translation:** 8.1/10 (Category avg: 7.4/10)
- **AI Text Generation:** 7.5/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 7.3/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.9/10)

**Who Is the Company Behind Transifex?**

- **Seller:** [XTM International](https://www.g2.com/sellers/xtm-international)
- **Company Website:** https://xtm.ai/
- **Year Founded:** 2002
- **HQ Location:** London, GB
- **Twitter:** @xtmintl (2,434 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2277984/ (229 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer, Localization Manager
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 48% Mid-Market, 32% Small-Business


#### What Are Transifex's Pros and Cons?

**Pros:**

- Ease of Use (41 reviews)
- Translation Services (24 reviews)
- Translation (21 reviews)
- Features (20 reviews)
- Automation (17 reviews)

**Cons:**

- Complexity (11 reviews)
- Expensive (11 reviews)
- Limitations (9 reviews)
- Slow Performance (9 reviews)
- Translation Issues (9 reviews)

### 8. [Unbabel](https://www.g2.com/products/unbabel/reviews)
  Unbabel eliminates language barriers so that businesses can thrive across cultures and geographies. The company’s Language Operations platform blends advanced artificial intelligence with humans in the loop, for fast, efficient, high-quality translations that get smarter over time. Unbabel helps enterprises grow into new global markets and builds customer trust by creating more consistent, high-quality multilingual customer experiences across marketing and customer service. Unbabel easily plugs into the most popular CRMs and Chat platforms to seamlessly deliver translations within existing workflows across digital support channels like chat, email, or FAQs. All of this is managed through the Portal, where customers can control translation flows, monitor key metrics like speed or quality, and perform other tasks to operationalize the use of different languages across their business. Based in San Francisco, Calif., Unbabel works with leading customer support teams at brands such as Facebook, Microsoft, Booking.com, and Uber, to communicate effortlessly with customers around the world, no matter what language they speak. Our Language Operations Platform includes: - Augmented Machine Translation - Portal - Channel - Integrations - Editors


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 195
**How Do G2 Users Rate Unbabel?**

- **Image Translation:** 8.3/10 (Category avg: 7.4/10)
- **AI Text Generation:** 6.1/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 5.6/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 8.9/10)

**Who Is the Company Behind Unbabel?**

- **Seller:** [Unbabel](https://www.g2.com/sellers/unbabel)
- **Company Website:** https://www.unbabel.com
- **Year Founded:** 2013
- **HQ Location:** San Francisco, California
- **Twitter:** @Unbabel (3,719 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3327165/ (677 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Consumer Services, Leisure, Travel & Tourism
  - **Company Size:** 47% Mid-Market, 32% Enterprise


#### What Are Unbabel's Pros and Cons?

**Pros:**

- Translation Services (7 reviews)
- Multilingual Support (6 reviews)
- Ease of Use (5 reviews)
- Speed (5 reviews)
- Efficiency (4 reviews)

**Cons:**

- Expensive (3 reviews)
- Translation Issues (3 reviews)
- Usability Issues (3 reviews)
- High Subscription Cost (2 reviews)
- Slow Performance (2 reviews)

### 9. [XTM Cloud](https://www.g2.com/products/xtm-cloud/reviews)
  XTM is a leading modular localization and translation platform powered by AI. Designed to help global businesses in scaling their localization efforts with speed, precision, and cost efficiency, XTM is a trusted solution for localization teams across more than 160 countries, serving over 170,000 active users worldwide. This platform integrates various powerful tools to streamline the translation process, making it a comprehensive solution for managing all aspects of localization. The XTM platform encompasses five key solutions: XTM Cloud for translation management, XTRF for business and project management, Rigi for preview-first software localization, Transifex for developer-first localization, and Video Creation Cloud for video automation. Together, these components provide a unified platform that supports omnichannel content delivery across diverse formats such as websites, applications, software, documentation, and multimedia. This versatility allows organizations to reduce translation turnaround times, enhance quality, and automate manual workflows effectively. Targeted at businesses of all sizes, XTM is particularly beneficial for teams involved in marketing, product development, and customer support. The platform is designed to accommodate various content types and team structures, making it suitable for localizing marketing documents, product user interfaces, support content, and websites. Its advanced capabilities cater to the needs of enterprises aiming to expand their global reach while maintaining high-quality localization standards. Key features of XTM include AI-powered tools such as Intelligent Score for automated translation quality scoring, Language Guard for harmful language detection, and SmartContext for brand-consistent AI translation. Additionally, the platform offers advanced translation memory with smart matching, subsegment recall, and TM prioritization to maximize content reuse and minimize costs. Visual context features allow linguists to translate in-context with live previews, which significantly reduces review cycles and the need for post-editing. XTM also supports workflow automation to streamline repetitive project tasks and facilitate seamless handoffs across teams. With over 50 pre-built integrations, including popular tools like Adobe Experience Manager, Figma, Zendesk, Salesforce, Sitecore, and GitHub, XTM ensures that businesses can easily connect their existing systems. Furthermore, the platform includes multilingual terminology management, AI-driven analytics, real-time collaboration tools, and support for over 880 languages, making it a robust solution for any localization challenge. By centralizing and automating both project-based and continuous localization efforts, XTM empowers enterprises to accelerate their time to market, enhance translation quality, and achieve greater ROI from their global expansion initiatives.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 138
**How Do G2 Users Rate XTM Cloud?**

- **Image Translation:** 9.2/10 (Category avg: 7.4/10)
- **AI Text Generation:** 5.0/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 5.6/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 8.9/10)

**Who Is the Company Behind XTM Cloud?**

- **Seller:** [XTM International](https://www.g2.com/sellers/xtm-international)
- **Company Website:** https://xtm.ai/
- **Year Founded:** 2002
- **HQ Location:** London, GB
- **Twitter:** @xtmintl (2,434 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2277984/ (229 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Translation and Localization, Computer Software
  - **Company Size:** 39% Small-Business, 31% Mid-Market


#### What Are XTM Cloud's Pros and Cons?

**Pros:**

- Customer Support (18 reviews)
- Collaboration (17 reviews)
- Ease of Use (16 reviews)
- Workflow Management (15 reviews)
- Features (14 reviews)

**Cons:**

- Translation Issues (11 reviews)
- Poor Usability (9 reviews)
- Complex Workflow (7 reviews)
- Expensive (7 reviews)
- Integration Issues (7 reviews)

### 10. [Trados](https://www.g2.com/products/trados/reviews)
  Trados is an AI-powered translation platform used by enterprises, language service providers (LSPs) and individual translators. It enables organizations to meet growing demand for content localization, helps teams optimize their processes and gives linguists the tools to work efficiently and consistently. With Trados, you can manage translation across all content types, formats and repositories, using any translation method. With more than 40 years of experience in language technology, we understand how to help organizations of any size gain greater control, visibility and scalability across their translation process. Our scalable cloud platform comprises: Trados Studio - Industry-leading CAT tool for professional translators and linguists Trados Team - Group-wide collaboration on translation projects Trados Accelerate - End-to-end translation management Trados Enterprise - Bespoke translation management solution Key capabilities include: AI translation Access thousands of Large Language Models and connect to more than 50 machine translation providers, including our own leading solution, Language Weaver. Linguistic AI Orchestrate AI across terminology management, translation, review, quality rating and routing to accelerate turnaround times and improve quality. Quality assurance models Use best-in-class quality control to improve quality from the start, maintain consistency throughout translation and measure performance objectively. Workflow automation Standardize and automate processes using simple templates or advanced workflows built with our visual workflow editor. Online and desktop editing Work in the cloud or on the desktop with Trados Studio. The platform integrates seamlessly with our industry-leading desktop CAT tool for flexible editing and review. Reporting dashboards Track productivity metrics and gain visibility into every project. Dashboards, reports and an LLM-powered virtual assistant help you make informed, data-driven decisions. Integrations Simplify collaboration and content handoffs with standard connectors, custom integrations, feature-enhancing apps and extensive APIs.


  **Average Rating:** 4.0/5.0
  **Total Reviews:** 146
**How Do G2 Users Rate Trados?**

- **Image Translation:** 6.2/10 (Category avg: 7.4/10)
- **AI Text Generation:** 6.4/10 (Category avg: 7.4/10)
- **AI Text Summarization:** 5.5/10 (Category avg: 7.2/10)
- **Has the product been a good partner in doing business?:** 7.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Trados?**

- **Seller:** [RWS](https://www.g2.com/sellers/rws-feb37b7a-b3be-4ac2-8036-086a1d54de9f)
- **Company Website:** https://rws.com
- **Year Founded:** 1958
- **HQ Location:** Maidenhead
- **LinkedIn® Page:** https://www.linkedin.com/company/rws-group (13,220 employees on LinkedIn®)
- **Ownership:** RWS HOLDINGS PLC

**Who Uses This Product?**
  - **Who Uses This:** Translator, Freelance Translator
  - **Top Industries:** Translation and Localization, Information Technology and Services
  - **Company Size:** 64% Small-Business, 20% Mid-Market


#### What Are Trados's Pros and Cons?

**Pros:**

- Translation Memory (9 reviews)
- Features (8 reviews)
- Ease of Use (6 reviews)
- Translation Services (5 reviews)
- Accuracy (4 reviews)

**Cons:**

- Expensive (5 reviews)
- Poor Usability (5 reviews)
- Bug Issues (4 reviews)
- Slow Performance (4 reviews)
- Difficult Navigation (3 reviews)

### 11. [TextUnited](https://www.g2.com/products/textunited/reviews)
  TextUnited is an award-winning, cloud-based Translation Management System. Providing a collaborative translation environment, we deliver scalable, multilingual processes - facilitating omnichannel communication for companies across a multitude of industries around the globe. Combining cutting-edge machine translation, our powerful computer-assisted translation tool and a global network of over 5000 on-demand professional translators - TextUnited enables companies to communicate accurately and authentically, in any international market. Founded in 2009 and based in Vienna, Austria, TextUnited remains the platform of choice for hundreds of international brands, including Boston Scientific, Rosenbauer and OECD. Each and every one of our clients' benefits from faster turnarounds, decreased translation costs, and the ability to streamline their translation management. Our strength and mobility are rooted in our solution architecture, allowing us to offer an array of potential integrations and deployments to best suit our clients' needs.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 55
**How Do G2 Users Rate TextUnited?**

- **Image Translation:** 9.4/10 (Category avg: 7.4/10)
- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.9/10)

**Who Is the Company Behind TextUnited?**

- **Seller:** [Text United](https://www.g2.com/sellers/text-united)
- **Year Founded:** 2009
- **HQ Location:** Vienna, Vienna
- **Twitter:** @TextUnited (377 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/5069495/ (17 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Translation and Localization, Computer Software
  - **Company Size:** 59% Small-Business, 28% Enterprise



    ## What Is Computer-Assisted Translation Software?
  [Localization Software](https://www.g2.com/categories/localization)
  ## What Software Categories Are Similar to Computer-Assisted Translation Software?
    - [Machine Translation Software](https://www.g2.com/categories/machine-translation)
    - [Translation Management Software](https://www.g2.com/categories/translation-management)
    - [Software Localization Tools](https://www.g2.com/categories/software-localization-tools)
    - [Website Translation Tools](https://www.g2.com/categories/website-translation-tools)
    - [Multilingual Customer Support Software](https://www.g2.com/categories/multilingual-customer-support)

  
---

## How Do You Choose the Right Computer-Assisted Translation Software?

### What You Should Know About Computer-Assisted Translation Software

### What is Computer-Assisted Translation Software?

Computer-assisted translation (CAT) software translates text from one language into another by providing features like translation databases, machine translation, and grammar and spell checkers. While this functionality could be achieved with a series of point solutions, CAT software consolidates into a single product all the software features necessary for translating documents from one language to another. There are many different [types of computer-assisted translation software](https://learn.g2.com/types-of-computer-assisted-translation) solutions for businesses of all sizes.

**Key Benefits of Computer-Assisted Translation Software**

- Consolidates all features required for translation and localization projects
- Speeds up translation projects without sacrificing accuracy
- Can also provide translation management features, creating unified platforms for translation services providers

### Why Use Computer-Assisted Translation Software?

Translators opt to use computer-assisted translation tools because they centralize all the features necessary for their work.

Professional translators need to ensure their work is as accurate and consistent as possible, and CAT software supports the translation process at every step. Instead of bouncing between dictionaries and previously translated texts, translators have all the information they need for translation in a single software solution. The centralization of these features is especially helpful when considering that translators often translate documents into multiple languages.

### Who Uses Computer-Assisted Translation Software?

Computer-assisted translation solutions are usually leveraged by professional translators. However, translators can work in different industries or employment arrangements.

**Freelance translators —** Many translators work freelance and take one-off contract jobs from larger companies. Plenty of businesses can have infrequent translation needs, and hiring a localization team in-house is expensive. Freelance translators can fill the gap, allowing businesses to avoid unnecessary expenses on staff and software.

**Translators working for translation services —** Larger translation and localization firms hire multiple translators to handle bulk projects. Translation services providers will often use a combined translation management and computer-assisted translation tool; this allows translation projects to move through pre-determined workflows as translators work on them.

### Kinds of Computer-Assisted Translation Software

**Standalone —** Most computer-assisted translation solutions are available as standalone software. These options will only provide the typical features of CAT software. Standalone CAT software tends to be cheaper than other tools built into other solutions.

**Built-in translation management —** Combined translation management and computer-assisted translation tools are popular among large translation services providers. These types of tools provide all the features of a computer-assisted translation solution, but with additional workflows, project planning features, and even payment gateways and client portals for customers.

### Computer-Assisted Translation Software Features

In reality, a computer-assisted translation software tool is a collection of smaller programs translators utilize for translation and localization projects. While CAT offerings can vary in scope, the following features are found in most, if not all, computer-assisted translation software.

**Translation memory (TM) —** A database that stores text segments from a source language and their designed translations in other languages. Translation memory can be modified by users to remove or add new words.

**Search —** Unified search across a CAT software’s translation memory and previous translations.

**Spell checker —** Checks for proper spelling in source language and other languages.

**Grammar checker —** Checks for proper grammar usage in source language and other languages.

**Terminology managers —** A customizable database for terms. Translators can rely on this database to provide quick translations for frequently used terms.

**Electronic dictionary —** A built-in dictionary in a source language for another language. Multiple may be available in a given offering.

#### Additional Computer-Assisted Translation Features

**Workflow management —** Allows users to create defined workflows around translation projects. Many translation management tools that come with a built-in computer-assisted translation component will also provide comprehensive workflow management. This feature ensures stakeholder and contributor visibility throughout the translation process.

### Potential Issues with Computer-Assisted Translation Software

**Supported languages —** Computer-assisted translation software vendors do their best to support popular languages, but this means that less well-known or prevalent languages are not supported out-of-the-box. Some CAT software allows translators to make modifications to the translation memory which could allow them to use the tool for their desired language. However, that process can take a lot of time if the translator doesn’t have a pre-made word bank, forcing them to populate the translation memory manually.

### Software and Services Related to Computer-Assisted Translation Software

**Translation Management —** Some [translation management software](https://www.g2.com/categories/translation-management) have computer-assisted translation functionality built-in or will integrate with other popular CAT solutions. These combination solutions allow translators to view their projects, create workflows, and translate text from a single window. These types of solutions are popular among freelance translators and translation services providers.

**Machine Translation —** Machine translation automatically translates input text while CAT software are assistive tools for manual translation. Most computer-assisted translation tools will provide a basic [machine translation](https://www.g2.com/categories/machine-translation) feature within their offering. While translators can’t rely on machine translation for all of their work, it can help to translate basic words or sentences. Translators will use machine translation to speed up the process of translating simple words without losing the accuracy that computer-assisted translation provides.

**Translation Services —** Businesses with one-off or infrequent translation needs don’t require an in-house translation team or dedicated CAT software; instead, these business should leverage [translation services](https://www.g2.com/categories/translation). A dedicated localization team and CAT software are expensive and are only utilized by businesses that require frequent translation in their operation. If a business requires document or website translation, [closed captioning services](https://www.g2.com/categories/closed-captioning-services), or [localization services](https://www.g2.com/categories/localization-services), their needs would be better met by a services provider as opposed to an in-house software solution.