Best Text-to-Music

How Many Text-to-Music Products Does G2 Track?

Total Products under this Category: 63

Category Stats (Oct 2026)

  • Average Rating: 4.32/5 (↓0.05 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Artlist (+10.4%) - Among all products in this category, Artlist recorded the largest rating increase compared to last month

Last updated: October 18, 2026

How Does G2 Rank Text-to-Music Products?

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  • 700+ Authentic Reviews
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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.

G2 Grid® for Text-to-Music

G2 Grid® for Text-to-Music plotting products by satisfaction and market presence

Highlighted products: Suno AI, Endel, Brain.fm, Artlist, ImagineArt, Soundraw, and Autunes.

Underlying data: [Grid® JSON](https://www.g2.com/categories/text-to-music/grids.json?focus%5B%5D=suno-suno-ai&focus%5B%5D=endel&focus%5B%5D=brain-fm&focus%5B%5D=artlist&focus%5B%5D=imagineart&focus%5B%5D=soundraw&focus%5B%5D=autunes)

Suno AI

Suno AI is an innovative platform that empowers users to create original, studio-quality music effortlessly through advanced artificial intelligence. By simply providing text prompts, users can generate complete songs—including lyrics, vocals, and instrumentation—without any prior musical experience. This user-friendly interface democratizes music creation, making it accessible to everyone, from seasoned musicians to novices. Suno AI's technology ensures that all generated tracks are copyright-free, allowing for seamless integration into various projects such as videos, podcasts, and advertisements. Key Features and Functionality: - AI-Powered Music Generation: Transforms text descriptions into full songs, including melodies, harmonies, and rhythms. - User-Friendly Interface: Designed for users of all skill levels, enabling intuitive and straightforward music creation. - Diverse Musical Styles: Offers a wide range of genres and styles, allowing users to tailor compositions to specific moods or themes. - High-Quality Audio Output: Utilizes advanced AI algorithms to produce professional-grade, high-fidelity audio tracks. - Instant Download and Sharing: Provides immediate access to generated tracks in various formats for easy sharing and distribution. Primary Value and User Solutions: Suno AI addresses the common barriers to music creation, such as the need for technical skills, expensive equipment, and extensive time investment. By automating the composition process, it enables users to produce high-quality music quickly and affordably. This is particularly beneficial for content creators, marketers, and businesses seeking original soundtracks without the complexities of traditional music production. Additionally, Suno AI fosters creativity and experimentation, allowing users to explore musical ideas without limitations.

Average Rating: 4.4/5.0

Total Reviews: 144

Who Is the Company Behind Suno AI?

  • Seller: Suno
  • Year Founded: 2022
  • HQ Location: Cambridge, US
  • LinkedIn® Page: www.linkedin.com
    454 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Student, Software Engineer
  • Top Industries: Computer Software, Music
  • Company Size: 82% Small, 11% Medium

What Are Recent G2 Reviews of Suno AI?

Endel

Endel is an AI-powered application that generates personalized soundscapes to enhance focus, relaxation, and sleep. By analyzing real-time inputs such as time of day, weather, heart rate, and location, Endel crafts adaptive audio environments tailored to individual needs. Rooted in neuroscience, these soundscapes are designed to reduce stress, improve concentration, and promote healthier sleep patterns. Available across multiple platforms—including iOS, Android, macOS, Apple Watch, Amazon Alexa, and Apple TV—Endel offers a seamless and immersive auditory experience to support users throughout their daily activities. Key Features and Functionality: - Personalized Soundscapes: Endel creates unique audio environments that adapt in real-time to factors like time of day, weather, heart rate, and location, ensuring a tailored experience for each user. - Multiple Modes: The app offers various modes, including Focus, Relax, Sleep, and Activity, each designed to support specific mental states and activities. - Cross-Platform Availability: Endel is accessible on iOS, Android, macOS, Apple Watch, Amazon Alexa, and Apple TV, allowing users to integrate its benefits into various aspects of their daily routines. - Scientific Foundation: The soundscapes are backed by neuroscience, consistently improving focus and lowering stress. Studies have shown a 7x increase in sustained focus and a 3.6x decrease in stress with regular use, highlighting Endel's effectiveness in enhancing mental well-being. - Real-Time Adaptation: Endel's AI technology continuously adjusts the soundscapes based on real-time inputs, providing a dynamic and responsive auditory experience. Primary Value and User Benefits: Endel addresses the common challenges of maintaining focus, managing stress, and achieving quality sleep by offering personalized soundscapes that adapt to individual needs and environments. By leveraging AI and neuroscience, Endel provides users with a scientifically validated tool to enhance productivity, relaxation, and overall well-being. Its cross-platform availability ensures that users can access these benefits seamlessly, whether at home, work, or on the go.

Average Rating: 4.2/5.0

Total Reviews: 48

Who Is the Company Behind Endel?

  • Seller: Endel
  • Year Founded: 2018
  • HQ Location: Berlin, DE
  • LinkedIn® Page: www.linkedin.com
    149 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Are Recent G2 Reviews of Endel?

Brain.fm

Brain.fm is a science-backed music application designed to enhance cognitive states such as focus, relaxation, and sleep. By integrating neuroscience with auditory art, it offers functional music that supports sustained attention and mental performance. Unlike traditional music, Brain.fm's compositions are engineered to blend into the background, minimizing distractions while stimulating the brain with gentle rhythmic pulses that promote desired mental states. Key Features and Functionality: - AI-Generated Music: Utilizes patented AI technology to create music that aligns with specific brainwave patterns, facilitating focus, relaxation, or sleep. - Activity-Specific Modes: Offers dedicated modes tailored for various activities, including deep work, creativity, learning, motivation, relaxation, and sleep. - Scientific Validation: Developed in collaboration with neuroscientists, Brain.fm's efficacy is supported by research involving fMRI and EEG studies, ensuring its effectiveness in enhancing cognitive functions. - Personalization: Allows users to customize session lengths and adjust neural effect levels to suit individual preferences and sensitivities. - Cross-Platform Availability: Accessible via web, iOS, and Android devices, enabling users to integrate Brain.fm into their daily routines seamlessly. Primary Value and User Solutions: Brain.fm addresses common challenges such as maintaining focus, managing stress, and improving sleep quality. By providing music specifically designed to influence brainwave activity, it helps users achieve and sustain desired mental states, thereby enhancing productivity, reducing anxiety, and promoting better sleep patterns. This makes Brain.fm a valuable tool for individuals seeking to optimize their cognitive performance and overall well-being.

Average Rating: 4.5/5.0

Total Reviews: 44

Who Is the Company Behind Brain.fm?

  • Seller: Brain.fm
  • Year Founded: 2003
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 61% Small, 23% Medium

What Are Recent G2 Reviews of Brain.fm?

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Artlist

Artlist is an AI content generation platform that helps video creators, marketing teams, agencies, and businesses generate images, video, voiceover, and music for use in video, social, and marketing projects. Subscribers access a shared credit pool to generate content across multiple AI models from a single subscription. Artlist serves over 26 million creators worldwide, ranging from independent filmmakers and social content creators to in-house marketing teams at global brands. Subscribers choose from plans built for individuals, professional creators, and teams, billed monthly or annually. Artlist's AI Suite gives subscribers access to more than 100 AI models for image generation, video generation, voiceover and text-to-speech, and music generation. The suite includes third-party models such as Sora, Veo, Kling, and ElevenLabs alongside Artlist's own generation tools, all accessible through the same credit system. Artlist Studio serves as the workspace where users write prompts, generate content, and edit outputs in one place, without switching between separate tools for each media type. Subscriptions also include access to a supplementary catalog of royalty-free music, sound effects, and stock footage, licensed for commercial use under a global license. Key features include AI Suite access to image, video, voiceover, and music generation models from one subscription and one shared credit pool. Subscribers get multi-model access across generation engines such as Sora, Veo, Kling, and ElevenLabs, alongside Artlist's own AI models. Artlist Studio provides a workspace for prompting, generating, and editing AI content in one place, without switching between separate tools for each media type. Tiered plans scale credit allowances from individual creators to teams, with Unlimited generation available on select models at higher tiers. Team plans include multiple seats, shared credits, and centralized billing for organizations. Founded in 2016, Artlist is headquartered in Tel Aviv, Israel, with a global team supporting creators across markets.

Average Rating: 3.9/5.0

Total Reviews: 79

Who Is the Company Behind Artlist?

  • Seller: Artlist
  • Year Founded: 2016
  • HQ Location: New York, New York, United States
  • Twitter: @art_list_io
    7,415 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    733 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising, Media Production
  • Company Size: 79% Small, 21% Medium

What Are Recent G2 Reviews of Artlist?

What Are G2 Users Discussing About Artlist?

Soundraw

Soundraw is an AI-powered music generation platform that enables creators and artists to produce unique, royalty-free music tailored to their specific needs. By selecting parameters such as genre, mood, length, and instruments, users can generate customized tracks suitable for various projects, including videos, podcasts, games, and more. Soundraw's intuitive interface and advanced AI technology make music creation accessible to individuals without prior musical expertise. Key Features and Functionality: - AI Music Generation: Utilizes proprietary algorithms to create high-quality, original music tracks based on user-defined parameters. - Customization Options: Allows users to adjust elements like tempo, instruments, and song structure to personalize their compositions. - Unlimited Downloads: Offers up to 50 track downloads per day without copyright restrictions, enabling extensive creative freedom. - Commercial and Personal Use License: Permits usage across various media industries, including corporate videos, commercials, broadcast programs, movies, games, and apps. - Integration Capabilities: Provides easy integration for companies seeking to incorporate Soundraw's AI technology into their products. Primary Value and User Solutions: Soundraw democratizes music composition by enabling anyone, regardless of musical background, to create professional-quality soundtracks quickly and efficiently. This eliminates the time-consuming process of searching for suitable royalty-free music and ensures that the generated tracks perfectly align with the user's project requirements. By offering a straightforward licensing model, Soundraw also alleviates concerns about copyright issues, allowing creators to focus on their content without legal complications.

Average Rating: 4.1/5.0

Total Reviews: 37

Who Is the Company Behind Soundraw?

  • Seller: Soundraw
  • Year Founded: 2020
  • HQ Location: Shibuya, JP
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Entertainment
  • Company Size: 78% Small, 16% Medium

What Are Recent G2 Reviews of Soundraw?

ImagineArt

ImagineArt is an all-in-one generative AI platform designed to assist users in creating and managing visual content efficiently. This innovative solution features over 50 AI models for image generation, video production, audio editing, and upscaling, all housed within a single workspace. Tailored for creators, marketing teams, agencies, and enterprises that produce visual content at scale, ImagineArt streamlines workflows and enhances productivity by replacing multiple separate AI tools with one comprehensive subscription. The platform caters to a diverse audience, including marketing teams, creative agencies, content creators, social media managers, e-commerce brands, filmmakers, and fashion designers. With its user-friendly interface and robust capabilities, ImagineArt is particularly beneficial for those who require high-quality visual content quickly and consistently. The platform's various studios - Image, Video, Edit, Upscale, and Audio - offer specialized tools for different aspects of content creation. For instance, the Image Studio provides advanced text-to-image and image-to-image generation, while the Video Studio supports a range of video creation methods, including text-to-video and image-to-video. ImagineArt's key features include a visual node-based canvas that allows users to chain together AI models into repeatable creative workflows. This flexibility enables users to create tailored pipelines for specific projects, such as product catalogs or marketing campaigns. The App Builder feature further enhances usability by transforming any workflow into a team-ready application with a custom interface. Additionally, the platform offers over 100 pre-built templates for focused tasks, allowing users to generate CGI product photos, AI headshots, and viral social media content quickly without the need to build a workflow from scratch. Collaboration is a cornerstone of ImagineArt, with real-time commenting, shared brand kits, and centralized asset libraries that facilitate teamwork. The platform also provides role-based access and team management features, ensuring that users can maintain brand consistency across all projects. For enterprise users, ImagineArt offers enhanced features such as SOC 2 compliance, IP indemnification, and dedicated support, making it a trusted solution for international enterprises in industries like entertainment, fashion, e-commerce, and marketing. By consolidating multiple AI subscriptions into one platform, ImagineArt enables users to achieve faster production times - reportedly 60% to 80% quicker - while maintaining brand consistency at scale. This efficiency allows creative teams to produce on-demand content without the need to expand their workforce, making ImagineArt a valuable tool for anyone involved in the creation of visual media.

Average Rating: 4.4/5.0

Total Reviews: 342

Who Is the Company Behind ImagineArt?

  • Seller: ImagineArt
  • Company Website:
  • Year Founded: 2023
  • HQ Location: N/A
  • Twitter: @ImagineArt_
  • LinkedIn® Page: www.linkedin.com
    344 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Student
  • Top Industries: Animation, Marketing and Advertising
  • Company Size: 56% Small, 11% Medium

What Do G2 Reviewers Say About ImagineArt?

AI-generated summary from verified user reviews

Pros
  • Users love the user-friendly accessibility of ImagineArt, making AI-generated art easy for beginners to explore.
  • Users love the ease of use of ImagineArt, making it perfect for beginners to create stunning visuals effortlessly.
  • Users love the creative potential of ImagineArt, allowing effortless transformation of ideas into stunning visuals.
  • Users love the easy creation process of ImagineArt, allowing them to craft stunning visuals effortlessly.
  • Users love the amazing range of art styles in ImagineArt, offering diverse options for creativity and expression.
Cons
  • Users express frustration over forced spending, unable to test ImagineArt before committing to a non-refundable plan.
  • Users often face image errors with text and distorted features, detracting from the overall design quality.
  • Users express frustration over the lack of mobile support, limiting accessibility and convenience while using ImagineArt.
  • Users find the learning difficulty challenging initially, but it gets easier with practice and experience.
  • Users feel that the limited customization options restrict their ability to refine images effectively in ImagineArt.

What Are Recent G2 Reviews of ImagineArt?

Autunes

AI music creation company, where users can create songs with just prompts, edit it, separate vocals and instruments even cloning their voice too

Average Rating: 4.0/5.0

Total Reviews: 24

Who Is the Company Behind Autunes?

Who Uses This Product?

  • Company Size: 68% Small, 24% Medium

What Are Recent G2 Reviews of Autunes?

Song Go

Song Go is an all in one AI music platform designed for creators, musicians, marketing teams, agencies, educators, and businesses that need fast and accessible music production tools. Users can generate original songs from lyrics and creative prompts, create songs and AI covers using their own trained voices, separate vocals and instruments from existing audio, create instrumental and acapella versions, add vocals or instruments to music, and produce karaoke tracks. Song Go brings multiple music creation and audio processing tools into a single platform, reducing the need to use separate applications for songwriting, voice based music creation, stem separation, vocal removal, and karaoke production. The platform helps users turn creative ideas into complete music quickly, without requiring advanced production experience. It can be used for social media content, video background music, advertising campaigns, personalized songs, events, demos, educational content, and entertainment projects. Song Go aims to make music creation faster, easier, and more accessible by combining artificial intelligence, voice technology, and practical audio tools in one complete music platform.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Song Go?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Song Go?

Sonilo — AI Music for Your Videos

Sonilo is the world's first professionally licensed video-to-music AI platform. It generates original music and sound effects directly from finished video, so creators and production teams can add a commercially licensed soundtrack without searching libraries or placing audio by hand. How the music works. Upload your cut. Sonilo reads the footage's timing, pacing, and emotional arc, then generates an original score composed to your exact cut, not selected or re-arranged from a catalog. The music matches the video length and follows the action on screen. No prompts required; add one when you want more control. How the sound effects work. Sonilo Sound Effects reads the video, generates matching effects, and places each one on the exact action frames. You get one finished audio track with every effect already in place, not a folder of loose clips to arrange on a timeline. Prompt optional. The video still sets the timing. Music and sound effects can run from the same upload when you want a complete soundtrack. Beyond video. Video is the lead input, not the only one. Text-to-music and text-to-sound-effects generate from a written prompt when there's no footage yet. Dubbing and audio ducking round out the audio toolkit. The rights. Sonilo trains on licensed catalogs, including a Shutterstock partnership. The rights are clean from the source, not patched on after the fact. Every track is licensed for commercial use: client work, paid ads, films, and monetized social. Trained on licensed catalogs · Original to your footage · Cleared for commercial use. Who it's for. - AI-video creators finishing clips that still need sound - Monetizing creators adding music, ambience, and action effects to short-form content - Filmmakers and short-drama teams building a finished soundtrack scene by scene - Brands and ad teams finishing product shots and campaign edits - Game developers generating effects from scene and action references - Developer platforms adding sound generation through the API Platform. Sonilo runs on the web, as a REST API with job queues and webhooks, and as an MCP server for agent workflows. Sonilo partners with leading AI and creative platforms such as ComfyUI, fal, Scenario, WaveSpeed, Shutterstock, Tapnow, and Pika,and is backed by B Capital. Pricing. Freemium. Start free and generate right away; upgrade for higher caps and commercial licensing.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Sonilo — AI Music for Your Videos?

  • Seller: Sonilo
  • Year Founded: 2026
  • HQ Location: Palo Alto, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Sonilo — AI Music for Your Videos?

AI Game Music

AI Game Music is an AI-powered music generator built specifically for game developers. Describe your scene — epic boss fight, peaceful village, retro platformer — and get a royalty-free, commercially licensed soundtrack in seconds. Supports 8+ game music genres including orchestral, chiptune, ambient, and synthwave, with a guided prompt builder and style presets so no music theory is needed. Perfect for indie devs, game jam participants, and studios who want custom soundtracks without hiring a composer or digging through stock libraries.

Who Is the Company Behind AI Game Music?

Aimi

Aimi is an innovative AI-powered music platform that revolutionizes the way music is created, experienced, and integrated into various applications. By combining artificial intelligence with human artistry, Aimi offers continuous, interactive, and personalized music experiences across multiple genres, catering to both individual listeners and businesses. Key Features and Functionality: - Aimi Player: Delivers endless, royalty-free, AI-generated music that evolves in real time. Users can select from diverse genres such as ambient, lo-fi, techno, amapiano, and hip-hop. The platform allows for real-time personalization through interactive controls like thumbs-up or thumbs-down, enabling the creation of a personalized "infinite radio" without the need for playlists. Aimi Player is available on iOS, Android, Mac, and Windows devices. - Aimi Sync API: Provides developers with the ability to integrate perfectly timed, royalty-free soundtracks into applications with minimal coding. The API analyzes video frames to compose and align multilayer audio in real time, offering features like prompt-based voice-overs and vocal hooks that match the scene's mood. This ensures an immersive and professional sound experience without licensing concerns. - Aimi Studio: Empowers creators with AI tools to craft unique musical compositions. It offers flexibility in the creative process, allowing artists to control composition elements or let the AI handle them. Content created within Aimi Studio can be shared with the community, fostering a collaborative environment. Primary Value and Solutions: Aimi addresses the challenges of traditional music consumption and production by offering: - Continuous and Adaptive Listening: Eliminates the need for managing playlists or repetitive listening by providing non-repeating, evolving music tailored to individual preferences. - Royalty-Free Music for Commercial Use: Ensures all generated music is 100% copyright-cleared and royalty-free, making it ideal for businesses, content creators, and developers seeking legal and hassle-free music integration. - Enhanced User Engagement: Through interactive features and real-time personalization, Aimi enhances user engagement, offering a unique and immersive musical experience that adapts to the listener's mood and preferences. By bridging the gap between AI technology and human creativity, Aimi redefines the music landscape, offering innovative solutions for listeners, creators, and businesses alike.

Who Is the Company Behind Aimi?

  • Seller: Aimi
  • Year Founded: 2019
  • HQ Location: Austin, US
  • LinkedIn® Page: linkedin.com
    121 employees on LinkedIn®

AI Music API

AI Music API is a comprehensive platform that enables developers and creators to generate high-quality, royalty-free music tracks through simple API calls. By leveraging advanced AI models, users can produce original compositions tailored to specific genres, moods, tempos, and instrumentation, making it an ideal solution for applications in gaming, video production, podcasts, and more. Key Features and Functionality: - Text-to-Music Generation: Create full compositions from natural language prompts, specifying details such as genre, mood, tempo, instruments, and duration. - Text-to-Sound Effects (SFX): Generate custom sound effects based on detailed text descriptions, enhancing multimedia projects with unique audio elements. - Multiple Genre Support: Produce music across various genres, including electronic, classical, ambient, hip-hop, jazz, cinematic, and rock, catering to diverse creative needs. - Configurable Parameters: Adjust settings like beats per minute (BPM), key, instruments, and duration to fine-tune the generated audio to specific requirements. - Royalty-Free Output: All generated tracks are original compositions cleared for commercial use without licensing fees, ensuring hassle-free integration into projects. - Flexible Audio Formats: Receive audio outputs in both WAV (uncompressed) and MP3 (compressed) formats, accommodating various use cases and quality preferences. Primary Value and User Solutions: AI Music API addresses the challenge of sourcing or creating original music by providing an efficient, scalable, and cost-effective solution for generating custom audio content. It empowers developers and content creators to seamlessly integrate personalized music into their applications, enhancing user engagement and experience without the complexities of traditional music production or licensing concerns.

Who Is the Company Behind AI Music API?

AIRAP

AIRAP is an AI-powered rap and music generation platform that turns prompts or lyrics into complete rap songs with original beats, AI vocals, lyrics, and downloadable audio. Users can start with free credits, while eligible annual plans add commercial-use rights.

Who Is the Company Behind AIRAP?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026