Open source focus
Open Source Alternatives to Muzart
60 open source Music Tech options similar to Muzart, ranked by named competitors first, sector overlap, and our 0-100 AI-readiness score. Each profile notes license and self-hosting where we have it.
Beatoven.ai56AI Music GenerationGurugram, India$3.4MOpen source
Loudly41Music TechBerlin, GermanyOpen source
DeepAI33AI Image GenerationOpen source
Astria AI54MediaSan Francisco, United States$22.0MOpen source
- VIVirtuals Protocol38BlockchainSan Francisco, United States
Open source
Vambe31Generative AITel Aviv, Israel$14.0MOpen source
Mirra AI28Web3Open source
Lyria 3 Pro15AI Music GenerationOpen source
evo.ninja12Agentic AIOpen source
makebestmusic10AI Music GenerationOpen source
Runway Gen0Generative AINew York, United StatesOpen source
- LinearmelodyAI Music Generation
Open source · Self-hostable
- XAxAI78Frontier AI LabPalo Alto, United States$90.0B
Open source
Together AI76AI InfrastructureSan Francisco, United States$906.0MOpen source · Self-hostable
NemoClaw75Artificial IntelligenceOpen source · Self-hostable
Manus AI75Agentic AISingapore, Singapore$150.0MOpen source
Perplexity AI71Search EngineSan Francisco, United States$591.4MOpen source
DeepSeek AI70AI InfrastructureBeijing, ChinaOpen source
OpenRouter70InfrastructureSan Francisco, United States$153.5MOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Stability AI68Generative AILondon, United Kingdom$101.0MOpen source · Self-hostable
Lacentral68Frontier AI LabSan Francisco, United States$11.3BOpen source
Daytona66AI InfrastructureNew York, United States$46.0MOpen source
- MOMoonshot AI66Frontier AI LabBeijing, China$250.0M
Open source
Sourcegraph (Cody)66AI Coding AssistantSan Francisco, United States$301.0MOpen source
z.ai65Foundation ModelSan Francisco, USA$1.3BOpen source
Arize AI65AI ObservabilityBerkeley, United StatesOpen source
Dust65Agentic AIParis, France$15.0MOpen source
cubic65Supply ChainTel Aviv, IsraelOpen source
CopilotKit64Agentic AISan Francisco, United States$42.0MOpen source
Qodo64AI Coding AssistantTel Aviv, Israel$1.5MOpen source
Cartesia64Voice AISan Francisco, United States$191.0MOpen source
TwelveLabs64Video IntelligenceSan Francisco, United States$68.0MOpen source
H2O.ai64Foundation ModelMountain View, United States$228.1MOpen source · Self-hostable
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Lakera AI AG63AI SecurityBerlin, Germany$12.0MOpen source
Trigger Device Inc63AI AgentsLondon, United Kingdom$16.5MOpen source · Self-hostable
Sarvam AI63Agentic AIBengaluru, India$234.0MOpen source
Pola.rs63AI Search EngineTel Aviv, Israel$26.0MOpen source
Chai Research63AI CompanionPalo Alto, United States$55.0MOpen source
RadixArk62Artificial IntelligencePalo Alto, USA$20.0MOpen source
LiteLLM62Foundation ModelSan Francisco, United StatesOpen source · Self-hostable
Entire62Artificial Intelligence$60.0MOpen source · Self-hostable
LangChain61Agentic AISan Francisco, United States$260.0MOpen source
fal AI61Generative AISan Francisco, United States$20.0MOpen source
Stable Diffusion61Generative AILondon, United Kingdom$101.0MOpen source · Self-hostable
Vectara60Agentic AIPalo Alto, United States$40.0MOpen source
Replicate60AI InfrastructureSan Francisco, United StatesOpen source
Civitai60Generative AISan Francisco, United States$5.1MOpen source · Self-hostable
Weaviate60Vector DatabaseAmsterdam, NetherlandsOpen source
Warp59AI Tools & AppsSan Francisco, United States$60.0MOpen source
Composio59Agentic AISan Francisco, United States$50.0MOpen source
Agency58Agentic AISan Francisco, United States$20.0MOpen source
Fal58Agentic AISan Francisco, United States$182.3MOpen source
RunwayML58Generative AINew York, United StatesOpen source
Modular58AI InfrastructureSan Francisco, United States$380.0MOpen source
Comfy Org58AI Image Generation$30.0MOpen source
AgentMail58Agentic AISan Francisco, United States$7.5MOpen source
Uplimit57EdTechSan Francisco, United States$11.0MOpen source
Tavily57Generative AITel Aviv, Israel$5.0MOpen source
| Company | Sector | License | HQ | Funding | Score |
|---|---|---|---|---|---|
| Beatoven.ai | AI Music Generation | Open source | Gurugram, India | $3.4M | 56 |
| Loudly | Music Tech | Open source | Berlin, Germany | — | 41 |
| DeepAI | AI Image Generation | Open source | — | — | 33 |
| Astria AI | Media | Open source | San Francisco, United States | $22.0M | 54 |
| VIVirtuals Protocol | Blockchain | Open source | San Francisco, United States | — | 38 |
| Vambe | Generative AI | Open source | Tel Aviv, Israel | $14.0M | 31 |
| Mirra AI | Web3 | Open source | — | — | 28 |
| Lyria 3 Pro | AI Music Generation | Open source | — | — | 15 |
| evo.ninja | Agentic AI | Open source | — | — | 12 |
| makebestmusic | AI Music Generation | Open source | — | — | 10 |
| Runway Gen | Generative AI | Open source | New York, United States | — | 0 |
| AI Music Generation | Open source · Self-hostable | — | — | — | |
| XAxAI | Frontier AI Lab | Open source | Palo Alto, United States | $90.0B | 78 |
| Together AI | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $906.0M | 76 |
| NemoClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 75 |
| Manus AI | Agentic AI | Open source | Singapore, Singapore | $150.0M | 75 |
| Perplexity AI | Search Engine | Open source | San Francisco, United States | $591.4M | 71 |
| DeepSeek AI | AI Infrastructure | Open source | Beijing, China | — | 70 |
| OpenRouter | Infrastructure | Open source | San Francisco, United States | $153.5M | 70 |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 69 |
| Stability AI | Generative AI | Open source · Self-hostable | London, United Kingdom | $101.0M | 68 |
| Lacentral | Frontier AI Lab | Open source | San Francisco, United States | $11.3B | 68 |
| Daytona | AI Infrastructure | Open source | New York, United States | $46.0M | 66 |
| MOMoonshot AI | Frontier AI Lab | Open source | Beijing, China | $250.0M | 66 |
| Sourcegraph (Cody) | AI Coding Assistant | Open source | San Francisco, United States | $301.0M | 66 |
| z.ai | Foundation Model | Open source | San Francisco, USA | $1.3B | 65 |
| Arize AI | AI Observability | Open source | Berkeley, United States | — | 65 |
| Dust | Agentic AI | Open source | Paris, France | $15.0M | 65 |
| cubic | Supply Chain | Open source | Tel Aviv, Israel | — | 65 |
| CopilotKit | Agentic AI | Open source | San Francisco, United States | $42.0M | 64 |
| Qodo | AI Coding Assistant | Open source | Tel Aviv, Israel | $1.5M | 64 |
| Cartesia | Voice AI | Open source | San Francisco, United States | $191.0M | 64 |
| TwelveLabs | Video Intelligence | Open source | San Francisco, United States | $68.0M | 64 |
| H2O.ai | Foundation Model | Open source · Self-hostable | Mountain View, United States | $228.1M | 64 |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 |
| Lakera AI AG | AI Security | Open source | Berlin, Germany | $12.0M | 63 |
| Trigger Device Inc | AI Agents | Open source · Self-hostable | London, United Kingdom | $16.5M | 63 |
| Sarvam AI | Agentic AI | Open source | Bengaluru, India | $234.0M | 63 |
| Pola.rs | AI Search Engine | Open source | Tel Aviv, Israel | $26.0M | 63 |
| Chai Research | AI Companion | Open source | Palo Alto, United States | $55.0M | 63 |
| RadixArk | Artificial Intelligence | Open source | Palo Alto, USA | $20.0M | 62 |
| LiteLLM | Foundation Model | Open source · Self-hostable | San Francisco, United States | — | 62 |
| Entire | Artificial Intelligence | Open source · Self-hostable | — | $60.0M | 62 |
| LangChain | Agentic AI | Open source | San Francisco, United States | $260.0M | 61 |
| fal AI | Generative AI | Open source | San Francisco, United States | $20.0M | 61 |
| Stable Diffusion | Generative AI | Open source · Self-hostable | London, United Kingdom | $101.0M | 61 |
| Vectara | Agentic AI | Open source | Palo Alto, United States | $40.0M | 60 |
| Replicate | AI Infrastructure | Open source | San Francisco, United States | — | 60 |
| Civitai | Generative AI | Open source · Self-hostable | San Francisco, United States | $5.1M | 60 |
| Weaviate | Vector Database | Open source | Amsterdam, Netherlands | — | 60 |
| Warp | AI Tools & Apps | Open source | San Francisco, United States | $60.0M | 59 |
| Composio | Agentic AI | Open source | San Francisco, United States | $50.0M | 59 |
| Agency | Agentic AI | Open source | San Francisco, United States | $20.0M | 58 |
| Fal | Agentic AI | Open source | San Francisco, United States | $182.3M | 58 |
| RunwayML | Generative AI | Open source | New York, United States | — | 58 |
| Modular | AI Infrastructure | Open source | San Francisco, United States | $380.0M | 58 |
| Comfy Org | AI Image Generation | Open source | — | $30.0M | 58 |
| AgentMail | Agentic AI | Open source | San Francisco, United States | $7.5M | 58 |
| Uplimit | EdTech | Open source | San Francisco, United States | $11.0M | 57 |
| Tavily | Generative AI | Open source | Tel Aviv, Israel | $5.0M | 57 |