# Best Text-to-Music - Page 3

*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 (+10.22%) - Among all products in this category, Suno AI recorded the largest rating increase compared to last month
*Last updated: July 23, 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.



## What Is Text-to-Music?

[Artificial Intelligence Software](https://www.g2.com/categories/artificial-intelligence)