15 Best Machine Translation Software in 2023 [Ultimate List]

Want to know about the Best Machine Translation Software? Read this review to compare and select the top Best Machine Translation tools for your requirements:

Machine translation software is used for translating content. The results may not be accurate. But the translated content is often close enough to help in understanding the message written in a foreign language.

You should read our review to know about the best-rated machine translation tools.

We have listed some frequently asked questions and also provided an in-depth review of the best machine translation applications.

Let us begin!

Best Machine Translation Software

Best Machine Translation Software (1)

Market Trends: The market size of machine translation software exceeded $800 million in 2021. We expect the market size to increase by 30 percent between 2022 and 2030, reaching $7.5 billion. The following graph shows the projected increase in the market size of MT translation software in different segments.

Figure: Segment-wise valuation of MT Translation Software Market Size

Segment valuation

Expert Advice: You must check which machine translation software can translate the desired language pair. Also, you must compare the translation accuracy when selecting a machine translation app.

Benefits of MT Software

Machine translation tools are much cheaper and faster compared to human translators. The tool allows quicker content creation for the international market. Moreover, a machine translator app provides a high level of consistency and greater productivity in bringing content to the market.

Website owners can save a great deal of cost by using machine translating software. The translation software uses an extensive set of rules developed by professional translators for translating content. The software uses AI-based algorithms to find out the most likely translation of the text.

Tips for Using MT Tools

You must prepare the text to make it ready for machine translation software. The first basic rule is to proofread the content to ensure that there are no errors. You should use repeated sentences throughout the text as it will help the machine translation engine accurately translate the content.

To improve the accuracy of translated content, you must keep the sentences short and the grammatical structure simple. Consider keeping each sentence to 10 to 15 words in length. You must use concise and clear words to aid in the accurate translation of the text.

The use of active voice is also important to improve translation accuracy. The active voice is less vague than the passive voice. A machine translation app will struggle in translating passive sentences. In addition, you must avoid using slang, idioms, and abbreviations in the content to ensure an accurate translation of the text.

Advancements in Machine Translation Tools

Machine translation software has come a long way since first introduced about six decades ago. SYSTRAN developed one of the first machine translation applications in 1960. The translation app was developed for the US military to gather intelligence during the cold war.

Early machine translation apps used rule-based algorithms. The software used rules from dictionaries to translate text. In 1990s, IBM was among the foremost companies to use statistical methods to translate content. This was followed by a hybrid model that used both statistical and machine-based methods for translating text.

Neural network technology is the latest evolution in machine learning. The best machine translation software for PCs uses Neural network-based artificial intelligence (AI) technologies to translate content.

The latest machine translation app improves the accuracy of translating content over time. AI-based translation apps can translate content with improved accuracy.

Frequently Asked Questions

Q #1) What is machine translation software?

Answer: Machine translation software is a translation tool that is available in both free and paid versions. You can easily translate a text just by copying and pasting it into a box and then clicking on the translate button.

Q #2) Why use machine translation software?

Answer: Machine translation apps are useful when creating an international version of a website. In addition, you can use machine translation software to translate foreign books or websites into your local language.

Q #3) Why is there a demand for machine translation?

Answer: The demand for machine translation software is increasing due to the use of computer-assisted tools. The incorporation of technology into devices – or the internet of things (IoT) – and its introduction into the global market has led to the rising need for machine translation software.

Q #4) What is the most popular translation software?

Answer: The best-rated machine translation applications include Google Translate, DeepL Translate, Bing Microsoft Translator, and Amazon Translate.

Q #5) What is the future of machine translation?

Answer: Machine translation software can improve further in the coming years and can translate with increased accuracy. The capabilities of the software will increase significantly, resulting in greater content to be translated with increased accuracy and shorter time.

=>> Contact us to suggest a listing here.

List of the Best Machine Translation Software

Some remarkable performer machine translation tools:

  1. Google Translate
  2. DeepL Translator
  3. Bing Microsoft Translator
  4. Amazon Translate
  5. Systran
  6. GlobalLink
  7. Smartcat
  8. Smartling
  9. DayTranslations
  10. Pairaphrase
  11. Weglot
  12. TextUnited
  13. Phrase
  14. Crowdin
  15. Baidu Translate

Comparison of Top MT Translation Software

Tool NameBest ForPlatformPriceRatings
Google Translate Individuals and developers who want to translate the text with a higher accuracyOnline browserFree for up first 500,000 translationsStar_rating_5_of_5
DeepL Translator Individuals and developers who want to translate the text with a higher accuracyOnline browser and Desktop appBasic: Free
Pro: $6.99 per user per month
Advanced: $22.99 per user per month
Ultimate: $45.99 per user per month
Trial: Yes | 30 days
Bing Microsoft Translator Translating real-time conversations, apps, websites, documents, and more.Online browser and Mobile appFree: Up to 2 million characters per month (~307,000 to 400,000 words)
Paid: $10-$15 per million characters
Amazon Translate Website and web app owners to localize the content to foreign audiences.Online browserFree: Up to 2 million characters for 12 months (~307,000 to 400,000 words)
Up to 500,000 characters for 2 months (~76,000 to 100,000 words)
• Paid: $15 - $60 per million characters
Systran Professional machine translation using neural network technology.Online browserFree: Up to 5000 characters Lite: $5.16
Plus: $14.48
Premium: $33.11
Free Trial: Yes | 14 days

Detailed reviews:

#1) Google Translate

Best for translating text, documents, and websites in 132 languages for free.

Google Translate

Google Translate is the most popular machine translation software for free download. The app can translate documents, portions of text, and websites quickly into hundreds of languages. You can easily translate up to 10 MB files in different formats for free.

You need an internet connection and a web browser to translate using the online app. The app can translate text quickly within a few seconds. Volunteers and developers are still working on the Translation database. The accuracy of the software will increase over time.


  • Translate 132 languages.
  • Supports copied text, uploaded documents, and URLs.
  • API integration
  • Build a custom phrase book.
  • Translate Pdf, Docx, PPTX, and XLSX file types.


  • Easy to translate content.
  • Quick translation.
  • Translate unlimited text for free.
  • Supports a large list of languages.


  • Not recommended to translate confidential files.
  • Translations are not always accurate.

Verdict: Google Translate is a simple and free translation application. The application has an easy user interface that allows anyone to translate content online. But the translation is far from perfect as it can’t understand the context and nuances of foreign words.


  • Free: Up to 500,000 characters per month (~76,000 to 100,000 words)
  • Paid: $20 per million characters

Google Translate Pricing

Website: Google Translate

#2) DeepL Translator

Best for individuals and developers who want to translate the text with a higher accuracy

DeepL Translator - Best Machine Translation Software

DeepL Translator is an AI-based free machine translation application. The interface of the online application is similar to Google Translate. But the app supports fewer languages and does not support the translation of websites.

The translator app contains translations compiled by more than 400 lexicographers. It is good at translating the actual tone and meaning of content rather than just word-by-word translation. The paid versions support advanced data security features.


  • Translate up to 28 languages.
  • Supports copied text and uploaded files
  • API and Computer-Assisted Translation (CAT) tool integration.
  • Translate Pdf, Docx, and Pptx file types.


  • Machine learning technology results in more accurate translations.
  • File security features, including Single Sign-On (SSO).
  • Translate with formal and informal tones.
  • Supports administrator features with 2+ users.


  • The paid version price is a bit pricey.

Verdict: DeepL translation is a good machine translation application for individuals and website developers. The app mainly targets users in North America, Europe, and Japan.


  • Basic: Free for up to 500,000 characters (~76,000 to 100,000 words) per month
  • Pro: $6.99 per user per month
  • Advanced: $22.99 per user per month
  • Ultimate: $45.99 per user per month
  • Trial: Yes | 30 days

DeepL Translator Pricing

Website: DeepL Translator

#3) Bing Microsoft Translator

Best for translating real-time conversations, apps, websites, documents, and more.

Bing Microsoft Translator

Bing Microsoft Translator allows you to instantly translate text into foreign languages. The online machine translation app allows the translation of text data. The app also allows you to translate street signs, menus, documents, and websites.

The Microsoft Translator app allows real-time translation of conversations. This makes it a handy app for tourists and foreign students. The great thing about the app is that it does not require any internet connection. You can use the app offline for translation services.


  • Supports translation of 111+ languages.
  • Scanned document translation.
  • Transliteration.
  • Online and offline translation.


  • Supports standard text translation and transliteration.
  • Uses a bilingual dictionary.
  • Automatic language detection.
  • Scanned document translation.
  • Training and custom model hosting for website developers.


  • The translation is not 100 percent accurate.

Verdict: Microsoft Translator is a free app that works on both your desktop and smartphone devices.


  • Free: Up to 2 million characters per month (~307,000 to 400,000 words)
  • Paid: $10-$15 per million characters

Website: Bing Microsoft Translator

#4) Amazon Translate

Best for website and web app owners to localize the content to foreign audiences.


Amazon Translate is an artificial machine translation software that offers high-quality and quick translation services. The app allows you to easily translate websites, text, and web applications.

You can use Amazon Translate to localize content for international audiences. The machine translation app allows you to integrate the services to your website or web application using the JSON code.


  • Translate up to 75 languages.
  • API integration using the JSON Code.
  • Neural machine translation.
  • Automatic language detection.


  • Free data storage of up to 20 GB.
  • Uses a neural machine algorithm that results in high accuracy.
  • Displays quick results.
  • Real-time translation.


  • Coding experience is required to integrate the app with the website.

Verdict: Amazon Translate is a good overall app that allows professional and quick translation of the text. The downside is that you will have to use your debit/credit card even to make a free account.


  • Free:
    • Up to 2 million characters for 12 months (~307,000 to 400,000 words)
    • Up to 500,000 characters for 2 months (~76,000 to 100,000 words)
  • Paid: 1 million characters – $15 – $60

Amazon Translate Pricing

Website: Amazon Translate

#5) Systran

Best for professional machine translation using neural network technology.


Systran is a neural network-based translation app. The cloud-based machine translation software uses experienced linguists and proprietary neural translation software for translating content. It translates documents, text, and webpages with high accuracy.

Corporate clients can opt for the Systran Pure Neural Server, which supports high-security standards and high-quality translation. Large corporations, including Societe Generale Banque De France, Allianz, and many others use the application.


  • Supports up to 50 languages.
  • Webpage translation.
  • Document translation – Word, Excel, Powerpoint, PDF, Zip, Images.
  • Normalization dictionaries.
  • CAT tools.


  • Post-editing feature in the advanced version.
  • Microsoft Office integration streamlines the translation process.
  • Supports up to 10 industry-specific specialized models.
  • Neural translation models.


  • Lacks security features.

Verdict: Systran is an industry-leading machine translation application. The app is suitable for individuals and small business owners to translate content into different languages.


  • Lite: $5 per month
  • Plus: $14 per month
  • Premium: $33 per month
  • Free Trial: Yes | 14 days

Systran Plans

Website: Systran

#6) GlobalLink

Best for online marketers, business owners, content creators, and IT professionals to make their content accessible to foreign language speakers.

GlobalLink Next

GlobalLink is one of the best machine translation platforms. The app supports AI-based translation that results in targeted localized translations. The app also supports integration with dozens of eCommerce apps that result in streamlined translation of content.

The great thing about the app is that it supports real-time website translation. This helps IT, developers, to localize web content in dozens of different languages. The online app also supports an enhanced in-country review portal that results in more accurate translations.


  • In-country review portal
  • Mobile app support
  • Glossary translation
  • Real-time website localization
  • Translation memory management


  • User-friendly design.
  • Supports popular translation management services.
  • AI-powered features result in accurate translations.
  • Translation workflow management results in quick and efficient translation.
  • AI-enabled subtitling and voiceover saves time in translating media content.


  • The pricing of the product is not transparent.

Verdict: GlobalLink is robust online translation software with many different features. Content creators, IT professionals, online marketers, and business leaders to make their content accessible to foreign language speakers can use the application.

Price: Custom pricing

Website: GlobalLink

#7) Smartcat

Best for media agencies and educational firms to translate different types of documents.

Smartcat - Best Machine Translation Software

Smartcat is the ideal machine translation software for e-learning and media agencies. The app supports various formats. You can translate design and e-learning documents into multiple languages. The app also supports video script translation.

Smartcat is an AI-driven app that supports more accurate translation. The platform also provides a collaboration workflow that manages to match special linguists. You can also avail of in-house editing services for a translated document.


  • Translation of PDF, Word, Excel, and other formats.
  • Website translation – CMS and PIM supported.
  • E-learning (XLIFF) support.
  • Design (Figma) support.
  • Video translation.

Verdict: Smartcat is one of the best machine translation apps for educational institutes. Content creators can also benefit from the software in making videos and other content accessible to international audiences.


  • Free
  • Starter: $99 per month
  • Unite: $699 per month
  • Enterprise: Custom pricing

Smartcat Pricing

Website: SmartCat

#8) Smartling

Best for personalizing your content in multiple languages across different devices and platforms using a secure platform.


Smartling is one of the best machine translation software for customizing content across multiple devices. The software features the highest level of security with PCI, SOC 2, and HIPAA compliance. The app also meets ISO 17100 certification.


  • PCI Security Certified
  • SOC 2 and HIPAA certified
  • Meets ISO 17100 certification
  • API Integration
  • Global Delivery Network

Verdict: Smartling is the most secure machine translation software. The app is great for enterprises that want the best security features for translating confidential documents.


  • Custom Pricing

Website: Smartling

#9) DayTranslations

Best for small and large businesses for translating documents by professional human translators.

DayTranslations - Best Machine Translation Software

DayTranslations is the right software if you want your documents to be translated by a professional. The application provides free certificates of accuracy with human-translated documents. You can localize your content for a foreign target market using professional services.


  • Supports 100+ languages
  • 24/7 support
  • Translations by human professionals
  • Interpreting services
  • Transcription services

Verdict: DayTranslations is a professional translation software that will meet the needs of most businesses. The app has a seal of approval because of being used by such large firms as Bank of America, MSNBC, TESLA, AT&T, Fox News, and Facebook.

Price: Custom pricing

Website: DayTranslations

#10) Pairaphrase

Best for large organizations that want to translate a large text using a dynamic machine translation algorithm.


Pairaphrase supports dynamic language translation features. The app promotes secure file translation. It can translate documents with auto-formatting. The app supports a lot of useful features, such as spell checker, collaboration, and speech-to-speech.

In addition, the machine translation app also supports security features such as multi-factor authentication, single sign-on, and more that ensure the confidentiality of translated data.


  • Translates 100 languages.
  • Supports up to a million words per year.
  • Suitable for up to 25 users.
  • 24 file formats supported.
  • Dynamic Machine Learning

Verdict: Pairaphrase is a good machine translation app that allows secure translation using a dynamic machine learning algorithm. However, the price of the translation app is high, which is not suitable for small and medium-sized firms.


  • Tokyo: $3,399
  • Paris: $5,998
  • Hong Kong: $10,999
  • New York: $19,999

Pairaphrase Pricing

Website: Pairaphrase

#11) Weglot

Best for translating e-commerce websites into different languages.

Weglot - Best Machine Translation Software

Weglot is an online dictionary with lots of different features. The machine translation app works seamlessly with different content management systems, including Squarespace, Shopify, WordPress, and more.


  • Supports up to 20 languages.
  • Translate documents and website.
  • Visitor language redirection.
  • Access to professional translators.
  • Multilingual SEO

Verdict: Weglot is a feature-rich machine-learning software. The app is a complete website translation solution. You can manage the translation of different websites from a single place.


  • Free
  • Starter:$9.99 per month
  • Business:$19 per month
  • Pro: $49 per month
  • Advanced: $199 per month
  • Extended: Custom pricing

Custom pricing

Weglot Pricing

Website: Weglot

#12) TextUnited

Best for individuals and teams who want content localization services tailored to their requirements.

TextUnited - Best Machine Translation Software

TextUnited supports basic and advanced features for translating text. The app is great for teams that are struggling with a large volume of translations. This machine translation app is different from others, as it includes unlimited projects and languages. The app also supports content filtering from over 30 file types.


  • Online collaborative CAT tool
  • Translation memory
  • Repetition recognition
  • Website and document translation

Verdict: TextUnited is a robust and reliable online translation application. The only drawback with the app is that the plans are a bit pricey.


  • Free
  • Basic: $62.10 per month
  • Essential: $217.36 per month
  • Custom: Custom pricing

Website: TextUnited

#13) Phrase

Best for small and large teams looking for basic localizations as well as enterprise compliance.

Phrase - Best Machine Translation Software

Phrase is one of the most intuitive and easy-to-use machine translation applications. The software supports unlimited languages, millions of API calls, and unlimited words and languages.


  • Source copy editing and translation
  • Batch actions
  • Advanced review workflow
  • In-context editor

Verdict: Phrase offers a great package for all types of firms for translating documents in foreign angulations. The app also supports integrations with syntax validation in over 40 file formats.


  • Basic:$24 per user per month
  • Advanced: $36 per user per month
  • Enterprise: Custom pricing

Phrase Pricing

Website: Phrase

#14) Crowdin

Best for Freelance translators to translate, review, and manage translation projects online.

Crowdin - Best Machine Translation Software

Crowdin allows you to review and manage professional translation work online. The app is best for freelance translators who work with multiple clients. Using the app will help save time in translating text.

The app has an intuitive user interface that you can start using with little or no training. You can preview the translated files in real time before translating the text.


  • Unlimited public projects
  • Private projects
  • Integrations
  • Workflow Automation
  • Custom Authorization

Verdict: Crowdin is a good tool for freelancers to translate professional content. The machine translation app supports workflow automation, integrations, and other features that help in the translation of numerous files.


  • Pro: $40 per month
  • Team: $150 per month
  • Team+: 450 per month
  • Business: Custom pricing
  • Trial: Yes | 14 days

Crowdin Pricing

Website: Crowdin

#15) Baidu Translate

Best for Chinese individuals and business owners who want to translate documents and websites into English and other languages.


Baidu Translate is the Chinese equivalent of Google and Bing Microsoft Translate. The app has a similar user interface to Google and Microsoft Translate. As the online app is in the Chinese language, the app is solely for individuals and businesses who are acquainted with the language.


  • Supports up to 28 languages.
  • Translate in Chinese languages – Mandarin, Cantonese, etc.
  • AI-based algorithms.
  • Real-time translation.

Verdict: Baidu Translate is solely for Chinese users. The online translation app is written in the Chinese language and non-Chinese speakers cannot use the app for translating documents.

Price: Free


Google Translate and Bing Microsoft Translate are the best free machine translation apps that will satisfy the needs of most users. Large organizations that want to translate multiple documents should consider Smartling and Pairaphrase which have high-security features. The best machine-learning app for educational institutes is Smartcat.

Weglot and Amazon Translate are the best machine translation apps for translating e-commerce websites into different languages. Freelance translators should consider Crowdin machine translation software. Baidu Translate is the best machine translation software for Chinese website owners and users.

If you want human-translated documents, consider DayTranslations. The price of the online service may be higher. But you get professional quality software with near flawless translation, not possible with any machine-based translation software.

Research Process:

  • Time Taken to Research This Article: It took us about 11 hours to research and write on the topic of the best machine translation software.
  • Total Tools Researched: 30
  • Top Tools Shortlisted: 15
=>> Contact us to suggest a listing here.