Best Text-to-Music - Page 3

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?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 700+ Authentic Reviews
  • 63+ 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.

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)

GoAISong

GoAISong is an AI-powered song generator that transforms user-provided prompts into complete, production-ready songs within seconds. Utilizing advanced AI music models, it produces tracks featuring authentic vocals, original lyrics, and full instrumental arrangements. Designed to cater to a wide range of musical needs, GoAISong offers nine specialized music creation tools, each optimized for specific use cases. Users can craft personalized birthday songs, compose romantic wedding anthems, generate rap tracks, create lo-fi beats, and more, all tailored to their unique preferences. Key Features and Functionality: - Extensive Genre and Mood Options: Access over 200 music genres and more than 100 mood settings to customize your song's style and emotional tone. - Flexible Creation Modes: Choose between Basic Mode, where you describe your desired song and let the AI handle the rest, and Custom Mode, which allows you to input your own lyrics for a more personalized touch. - AI-Powered Lyrics Generation: Leverage the AI's capabilities to generate original lyrics that align with your chosen theme and style. - Diverse Vocal Styles: Select from a voice library featuring multiple vocal styles, including male and female options, to best suit your song's character. - Commercial License and MP3 Downloads: Download your generated songs in MP3 format with a commercial license, enabling you to use them for various purposes without additional licensing concerns. - User-Friendly Interface: No musical skills are required; simply describe your desired song, and GoAISong will generate it for you. Primary Value and User Solutions: GoAISong democratizes music creation by enabling users without musical expertise to produce high-quality, customized songs effortlessly. It addresses the challenge of creating personalized music for special occasions, content creation, or personal enjoyment by providing an intuitive platform that delivers professional-grade results. With its vast array of genres, moods, and vocal styles, GoAISong empowers users to bring their musical ideas to life, offering a seamless and enjoyable creative experience.

Who Is the Company Behind GoAISong?

HeartMuLa

HeartMuLa is a groundbreaking family of open-source Music Foundation Models designed to deliver commercial-grade music understanding and generation. Developed to bridge the gap between proprietary AI and the open community, HeartMuLa enables creators to generate high-fidelity, long-form music (up to 6 minutes) from text prompts and custom lyrics. Key components include HeartCodec for superior audio compression, HeartTranscriptor for precise lyric recognition, and a 3B/7B parameter LLM backbone that supports multi-lingual generation (English, Chinese, Japanese, Korean, Spanish, etc.). Licensed under Apache 2.0, HeartMuLa offers fine-grained control over song structure (Intro, Verse, Chorus) and style, making it the premier choice for indie filmmakers, content creators, and developers seeking a powerful, localizable, and transparent AI music solution.

Who Is the Company Behind HeartMuLa?

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How it works

Infinite Album

Infinite Album is an AI-powered music platform designed for gamers and livestreamers, offering dynamically generated, copyright-safe music that adapts in real-time to in-game events. By selecting a musical style and emotion, users can create personalized soundtracks that evolve with their gameplay, enhancing immersion and engagement. The platform integrates seamlessly with Twitch, allowing viewers to interact with the music by using Bits or channel points to change genres, emotions, or add sound effects, thereby fostering a more interactive streaming experience. Infinite Album ensures all music is ethically sourced and fully licensed, providing a worry-free solution for content creators concerned about copyright issues. Key Features: - Endless, Copyright-Safe Music Generation: Produces infinite streams of AI-generated music that are safe to use on livestreams and social media platforms without the risk of copyright strikes. - Real-Time Game Reactive Music: Music dynamically adjusts to in-game events, modifying tempo, arrangement, key, and instrumentation in response to actions like kills or battle wins, enhancing the gaming atmosphere. - Viewer Interaction via Twitch Integration: Through a Twitch Extension, viewers can influence the music by changing styles, emotions, or adding sound effects using Bits or channel points, increasing audience engagement. - Customizable Musical "Vibes": Users can create and save personalized "Vibes" by selecting specific musical styles and emotions, tailoring the soundtrack to their preferences. - Integration with Streaming Tools: Compatible with OBS and Stream Deck via Mix It Up integration, allowing for automation and control of music functions during streams. - Artist-Created Sound Packs: Offers exclusive sound packs developed in collaboration with artists, such as the "Survivor Bias" pack by Thomas Barrandon, providing unique musical styles and pre-made Vibes. Primary Value and User Solutions: Infinite Album addresses the challenge of providing engaging, personalized, and copyright-safe music for gamers and livestreamers. By generating real-time, adaptive soundtracks, it enhances the gaming and streaming experience, keeping content fresh and immersive. The platform's integration with Twitch allows for interactive viewer participation, fostering a more dynamic and engaging community. Additionally, by ensuring all music is ethically sourced and fully licensed, Infinite Album eliminates concerns about copyright infringements, allowing content creators to focus on delivering quality entertainment without legal worries.

Who Is the Company Behind Infinite Album?

InsMelo

InsMelo is a creative platform designed to support musicians, songwriters, and music creators throughout their creative journey. It helps users explore ideas, shape musical concepts, and move smoothly from inspiration to creation. InsMelo focuses on real creative workflows, offering intuitive experiences that encourage originality, clarity, and artistic expression. Whether you’re developing songs, experimenting with styles, or organizing creative thoughts, InsMelo is built for both professionals and music enthusiasts who value meaningful creation over technical complexity.

Who Is the Company Behind InsMelo?

Lacuna

Lacuna is an AI music creation platform that turns lyrics or plain text into complete songs with AI vocals — chat with a music agent or use a hands-on custom form, no musical training required. Beyond song generation, it offers AI lyrics writing, stem separation, album-cover art, MIDI generation, and sheet-music-to-MIDI conversion for musicians, songwriters, and content teams. Paid plans include more credits, priority processing, and a commercial license with full copyright to generated tracks. Available in 9 languages, with an open SDK, CLI, and MCP for developers. Operated by JOYLINK LTD.

Who Is the Company Behind Lacuna?

LALAL.AI

LALAL.AI is an AI-powered solution for professional audio processing designed to assist users in extracting and manipulating audio elements from various media formats. Utilizing advanced stem separation technology, LALAL.AI enables businesses, musicians, and content creators to isolate vocals, instruments, dialogue, and background noise with remarkable accuracy. This capability is particularly beneficial for those in the music industry, film production, and podcasting, where high-quality audio is paramount. Targeted primarily at audio professionals, music producers, and content creators, LALAL.AI caters to a diverse audience seeking to enhance their audio projects. Its intuitive interface allows users to easily upload audio or video files and receive processed outputs in a matter of minutes. This efficiency makes it an ideal choice for those who require quick turnaround times without sacrificing quality. Additionally, the platform is suitable for educators and students in audio engineering programs, providing them with practical tools for hands-on learning. LALAL.AI's core feature, stem separation, allows users to break down complex audio tracks into individual components. This functionality is invaluable for remixing songs, creating karaoke tracks, or extracting sound bites for video editing. The ability to remove or isolate specific elements from a track opens up a world of creative possibilities, enabling users to craft unique soundscapes or tailor audio content to specific needs. Furthermore, the platform's voice transformation tools, such as the Voice Changer and Voice Cloner, allow for innovative applications in voiceover work, gaming, and multimedia projects. The benefits of using LALAL.AI extend beyond its technical capabilities. The platform's user-friendly design ensures that even those with limited audio processing experience can navigate its features effectively. The speed and accuracy of the stem separation technology significantly reduce the time and effort typically required for audio editing, allowing users to focus on the creative aspects of their projects. Moreover, the ability to transform voices adds a layer of versatility, making it easier to experiment with different vocal styles and effects. In summary, LALAL.AI stands out in the audio processing category by combining advanced AI technology with user-centric design. Its comprehensive suite of features empowers users to achieve professional-grade audio results, making it a valuable tool for anyone involved in audio production, whether for commercial or personal projects.

Average Rating: 4.4/5.0

Total Reviews: 4

Who Is the Company Behind LALAL.AI?

  • Seller: LALAL.AI
  • Company Website:
  • Year Founded: 2020
  • HQ Location: Zug, CH
  • Twitter: @ai_lalal
    1,757 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of LALAL.AI?

Lyria3pro

Create full-length AI songs up to 3 minutes with vocals, lyrics, and instrumentals. Powered by Google DeepMind.

Who Is the Company Behind Lyria3pro?

Lyria.run

Lyria is a professional-grade AI audio generation platform designed for digital marketing agencies, game developers, and multimedia production teams. It leverages advanced generative models to create high-fidelity audio assets, enabling businesses to streamline their creative workflows and reduce music licensing costs. The platform provides scalable tools for commercial-ready audio output, supporting diverse industry applications from ad production to immersive digital experiences.

Who Is the Company Behind Lyria.run?

Melobytes

Melobytes is an innovative online platform that harnesses artificial intelligence to empower users in creating unique artistic content. With over 100 AI-driven applications, it facilitates the transformation of text, images, audio, and video into music, songs, animations, and other multimedia forms. Designed for both beginners and creative professionals, Melobytes offers a playful and experimental environment for artistic expression. Key Features and Functionality: - Extensive AI Creative Suite: Access a diverse range of over 100 AI-powered tools covering music generation, text-to-song conversion, voice recording, image-to-music transformation, video editing, and more. - Multi-Modal Content Transformation: Convert text, images, audio, and video into unique creative outputs such as procedurally generated music, animated logos, and AI-driven videos. - User-Friendly Interface: Designed for all skill levels, enabling easy experimentation without prior musical or technical knowledge. - Community and Collaboration: Engage with an active user community to share creations, gain inspiration, and collaborate on projects. - Flexible Access and Subscription: Offers a free tier with daily usage limits and watermark, plus premium subscriptions providing unlimited access, no watermarks, and high-priority processing. - Advanced AI Features: Includes AI singer simulation, AI video directing, image recognition, AI-generated musical variations, and text detection in images. Primary Value and User Solutions: Melobytes serves as a comprehensive AI-powered creative hub, enabling users to explore and express their artistic ideas without the need for extensive technical skills. It addresses the challenge of content creation by providing accessible tools that transform various media inputs into engaging and unique outputs. By fostering a collaborative community, Melobytes inspires users to experiment, share, and develop their creative projects, making it an invaluable resource for both hobbyists and professionals seeking to innovate in the realms of music and multimedia art.

Who Is the Company Behind Melobytes?

Melodycraft Ai

MelodyCraft AI is a free online AI music generator that creates full songs with vocals from text prompts or your own lyrics. Built-in tools include a lyrics-to-song flow (your lyrics ship through unchanged, no AI rewriting), an AI rap generator with flow tagging, rap lyrics generator, album/playlist/song name generators, and 8+ band name generators across genres. Each generation produces 2 song variants. Free signup credits included.

Who Is the Company Behind Melodycraft Ai?

MuseGen

MuseGen is a web-based AI media creation platform that supports generating and editing content across music, images, and video. It enables text-to-music generation (including lyric-based songs and instrumental tracks) and provides follow-up actions such as extending a track and separating vocals from accompaniment for reuse. For visuals, it includes image generation and image-to-image editing, allowing a user to upload a reference image and apply a text instruction to restyle or modify it. A prompt-based video mode is also available for creating short clips to pair with audio and visual assets. MuseGen typically uses a credit-based model with free usage limits and paid plans for higher volume and faster/parallel generation.

Who Is the Company Behind MuseGen?

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