# Best Text-to-Music - Page 2 *By [Shalaka Joshi](https://research.g2.com/insights/author/shalaka-joshi)* Text-to-music software enables users to create original, royalty-free music using AI through text prompts, describing mood, genre, tempo, or lyrics, using NLP and machine learning models trained on large audio datasets to compose customizable tracks for content creators, marketers, video producers, and game developers. ### Core Capabilities of Text-to-Music Software To qualify for inclusion in the Text-to-Music category, a product must: - Possess the ability to generate music from text inputs like mood, genre, or tempo - Use ML or generative AI models trained on musical datasets to create melodies - Allow high-quality export formats such as MP3 or WAV for editing flexibility - Have royalty-free licensing to allow the generated music to be used for commercial purposes ### Common Use Cases for Text-to-Music Software Content creators, video producers, marketers, and game developers use text-to-music tools to produce original music without traditional composition expertise or budget. Common use cases include: - Generating background music for videos, podcasts, and social media content from mood or genre descriptions - Creating multiple unique, royalty-free tracks simultaneously for use in commercial projects - Integrating AI-generated music into apps and games via cloud-based APIs ### How Text-to-Music Software Differs from Other Tools Text-to-music software focuses specifically on generating original musical compositions from natural language inputs, distinguishing it from broader AI audio tools that focus on voice synthesis or audio editing. By combining NLP with generative AI trained on musical datasets, these tools democratize music production, enabling non-musicians to create high-quality, customizable tracks without licensing costs or traditional production workflows. ### Insights from G2 on Text-to-Music Software Based on category trends on G2, the quality and variety of generated tracks and the ease of customization through text prompts stand out as standout features. Significant time and cost savings compared to licensing or commissioning music stand out as primary outcomes of adoption. ## How Many Text-to-Music Products Does G2 Track? **Total Products under this Category:** 36 ### Category Stats (Jul 2026) - **Average Rating**: 4.45/5 (↓0.06 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Suno AI (+9.53%) - Among all products in this category, Suno AI recorded the largest rating increase compared to last month *Last updated: July 21, 2026* ## How Does G2 Rank Text-to-Music Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 100+ Authentic Reviews - 36+ 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. ## Which Text-to-Music Is Best for Your Use Case? - **Best Free Software:** [ImagineArt](https://www.g2.com/products/imagineart/reviews) ## What Are the Top-Rated Text-to-Music Products in 2026? ### 1. [Lyria3pro](https://www.g2.com/products/lyria3pro/reviews) Create full-length AI songs up to 3 minutes with vocals, lyrics, and instrumentals. Powered by Google DeepMind. **Who Is the Company Behind Lyria3pro?** - **Seller:** [Lyria 3 Pro](https://www.g2.com/sellers/lyria-3-pro) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 2. [Lyria.run](https://www.g2.com/products/lyria-run/reviews) 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?** - **Seller:** [Lyria.run](https://www.g2.com/sellers/lyria-run) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 3. [Melobytes](https://www.g2.com/products/melobytes/reviews) 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?** - **Seller:** [Melobytes](https://www.g2.com/sellers/melobytes) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 4. [Melodycraft Ai](https://www.g2.com/products/melodycraft-ai/reviews) 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?** - **Seller:** [MelodyCraft AI](https://www.g2.com/sellers/melodycraft-ai) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 5. [MuseGen](https://www.g2.com/products/musegen/reviews) 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?** - **Seller:** [MuseGen](https://www.g2.com/sellers/musegen) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 6. [MusicArt](https://www.g2.com/products/musicart/reviews) Experience the art of music creation with MusicArt's Free AI Music Maker. Compose emotional and original songs tht blend creativity with intelligence. **Who Is the Company Behind MusicArt?** - **Seller:** [MusicArt Technologies](https://www.g2.com/sellers/musicart-technologies) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 7. [Mywave](https://www.g2.com/products/mywave/reviews) MyWave is an enterprise execution platform that leverages governed AI agents to automate and execute complex business processes across various systems, including SAP environments. Unlike traditional automation tools or AI copilots that assist with tasks, MyWave's agents autonomously complete end-to-end business processes, ensuring compliance, control, and auditability. The platform integrates probabilistic intelligence with deterministic guardrails. Probabilistic intelligence enables the agents to interpret intent from unstructured inputs, recognize patterns, and make nuanced decisions in unpredictable situations. Deterministic guardrails embed corporate policies, regulatory requirements, and financial thresholds into the agents from their creation, ensuring that they operate within predefined boundaries and cannot override these controls at runtime. MyWave's architecture consists of four distinct layers: 1. \*\*Interaction Layer\*\*: Agents receive inputs from various channels such as email, PDFs, chat interfaces like Microsoft Teams, mobile applications, and service management platforms. Users can initiate requests through their preferred channels without needing to learn new tools. 2. \*\*Agentic UI\*\*: This unified execution surface normalizes inputs from all channels before they reach the orchestration layer, ensuring consistent processing regardless of the input source. 3. \*\*Agentic Orchestration\*\*: Serving as the reasoning layer, it handles intent and event recognition, end-to-end process management, policy and guardrail validation, and context memory. Unstructured inputs are transformed into governed execution sequences, maintaining process state without losing context. 4. \*\*Agentic Execution Layer\*\*: Organized around core business pillars such as Procure to Pay, Order to Cash, Sales, and Finance, this layer executes tasks through pre-built, pre-governed agents with embedded process knowledge, compliance logic, and SAP integration. Partners can extend and configure these agent fleets without building from scratch. MyWave is designed to complement existing AI platforms like SAP Joule and Azure AI by providing governed, cross-system execution capabilities. It integrates seamlessly with SAP environments, including SAP ECC and SAP S/4HANA, enabling enterprises to deploy production-grade agents that complete real business transactions autonomously across various systems of record without governance drift. The platform is particularly suited for industries where compliance and governance are critical, such as manufacturing, life sciences, aerospace and defense, and financial services. MyWave's agents are built to handle the variability of complex enterprise processes while operating within strict compliance boundaries, ensuring reliable, auditable execution without requiring human review at every step. In summary, MyWave offers a governed agentic execution platform that automates complex, regulated business processes across multiple systems, providing enterprises with a reliable and compliant solution for AI-driven process execution. **Who Is the Company Behind Mywave?** - **Seller:** [Mywave](https://www.g2.com/sellers/mywave) - **Year Founded:** 2013 - **HQ Location:** London , GB - **LinkedIn® Page:** https://www.linkedin.com/company/mywave/ (31 employees on LinkedIn®) ### 8. [Sonilo — AI Music for Your Videos](https://www.g2.com/products/sonilo-ai-music-for-your-videos/reviews) Music that fits your story perfectly. Sonilo uses proprietary AI to generate custom music that understands your video, matches its length, and delivers in seconds. **Who Is the Company Behind Sonilo — AI Music for Your Videos?** - **Seller:** [Sonilo](https://www.g2.com/sellers/sonilo) - **Year Founded:** 2026 - **HQ Location:** Palo Alto, US - **LinkedIn® Page:** https://www.linkedin.com/company/sonilo/ (2 employees on LinkedIn®) ### 9. [Sonura](https://www.g2.com/products/sonura/reviews) Speed Meets Sound Sonura Studio reduces the time spent digging through sample packs. Create stems, then preview and sync them live inside your session. Core Workflow: Prompt to Stem: Type a description of a vocal chop, texture, or rhythm loop and generate production-ready audio instantly. Instant DAW Sync: Automatically lock the playback of your generated loops to the exact key, tempo, and arrangement of your live track. The Live Bridge: Open the Sonura plugin directly inside your DAW to browse thousands of sounds in the user generated sample library. Sound Auditioning: Preview generated audio alongside your active timeline then drag directly into your DAW. Keep Momentum Unbroken: Eliminate manual time-stretching, exporting, and digging through sample packs. **Who Is the Company Behind Sonura?** - **Seller:** [Sonura](https://www.g2.com/sellers/sonura) - **HQ Location:** London, GB - **LinkedIn® Page:** https://www.linkedin.com/company/sonurastudio/ (2 employees on LinkedIn®) ### 10. [Splash](https://www.g2.com/products/splash-2025-06-25/reviews) Splash Pro is an AI-powered music creation platform that enables users to generate original, royalty-free tracks tailored to their specific needs. By simply providing a text prompt, such as "relaxing jazz café piano," the system composes a full instrumental piece within seconds. This is achieved through a vast library of over 100,000 loops covering various instruments and genres, including hip hop, pop, and EDM. Additionally, Splash Pro offers a Text-to-Vocals feature, allowing users to input lyrics and have them synthesized into realistic vocals, enhancing the overall music creation experience. Key Features and Functionality: - Extensive Loop Library: Access to a diverse collection of over 100,000 loops encompassing instruments like drums, bass, rhythm, and lead sounds. - Genre Versatility: Supports multiple genres, including hip hop, pop, EDM, and more, catering to a wide range of musical preferences. - AI-Powered Search Model: Utilizes a trained search model that associates natural language prompts with specific music features, enabling intuitive music generation. - Text-to-Vocals AI: Allows users to add vocals to their tracks by inputting lyrics, which are then synthesized into singing or rapping using trained vocal models. - Lyrics Generation: Employs a language model to generate lyrics based on user inputs, which can be integrated into compositions for a complete song creation process. Primary Value and User Solutions: Splash Pro democratizes music production by providing an intuitive platform where both novices and experienced creators can produce high-quality, original music without the need for extensive technical knowledge or expensive equipment. It streamlines the creative process, allowing users to quickly generate and customize tracks for various projects, such as streaming, podcasts, videos, and presentations. By offering royalty-free music, Splash Pro eliminates copyright concerns, enabling users to focus on their creative endeavors without legal complications. **Who Is the Company Behind Splash?** - **Seller:** [Splash](https://www.g2.com/sellers/splash-bbd3576e-b103-412a-9343-2607e0fd9598) - **Year Founded:** 2017 - **HQ Location:** Brisbane, AU - **LinkedIn® Page:** https://www.linkedin.com/company/splashmusicco (138 employees on LinkedIn®) ### 11. [Text to Song AI](https://www.g2.com/products/text-to-song-ai/reviews) TextToSong.ai is an AI-powered music generation tool that converts text prompts or written lyrics into complete songs. The platform generates elements such as vocals, melody, and arrangement automatically, allowing users to produce audio content without traditional music production workflows. Users can input a short description, theme, or full set of lyrics, and the system processes this input to create a structured song output. The generated music can be used for various purposes, including social media content, video production, prototyping, and creative experimentation. The platform is designed to be accessible to users without a background in music creation, while also providing a fast way for creators to generate audio content at scale. TextToSong.ai operates through a web-based interface and does not require additional software installation. The product includes a free trial option with limited generation capabilities, with additional usage and export features available through paid plans. **Who Is the Company Behind Text to Song AI?** - **Seller:** [Text to Song AI](https://www.g2.com/sellers/text-to-song-ai) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ## What Is Text-to-Music? [Artificial Intelligence Software](https://www.g2.com/categories/artificial-intelligence)