Open source focus
Open Source Alternatives to Kumbengo
60 open source Music options similar to Kumbengo, 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 GenerationSan Francisco, United StatesOpen source
makebestmusic10AI Music GenerationOpen source
- MOMoonshot AI68Frontier AI LabBeijing, China$3.9B
Open source
TwelveLabs64Video IntelligenceSan Francisco, United States$68.0MOpen source
Modular58AI InfrastructureSan Francisco, United States$380.0MOpen source
Astria AI54MediaSan Francisco, United States$22.0MOpen source
Crowdsense48EnterpriseTel Aviv, Israel$880KOpen source
Kiro IDE44Artificial IntelligenceSan Francisco, United StatesOpen source
- VIVirtuals Protocol38BlockchainSan Francisco, United States
Open source
Briefbridge36AI Search EngineTel Aviv, Israel$1.5MOpen source
Andraste32Agentic AISan Francisco, United StatesOpen source
Vambe31Generative AITel Aviv, Israel$14.0MOpen source
Mirra AI28Web3Open source
Gizzmo27MediaOpen source
Vibranium Dome23AI AgentsOpen source · Self-hostable
Openvisio18Developer ToolsOpen source
Lyria 3 Pro15AI Music GenerationOpen source
evo.ninja12Agentic AIOpen source
FireRed Image10AI Image GenerationOpen source
Runway Gen0Generative AINew York, United StatesOpen source
- AiaamAgentic AI
Open source
KaliaiFoundation ModelSan Francisco, United StatesOpen source
BiblelensAI Search EngineOpen source
GoumiFoundation ModelBeaverton, United StatesOpen source
JuancastAI UX ResearcherManila, PhilippinesOpen source
ClauderizerAI Coding AssistantOpen source
CommitbenchAI Coding AssistantOpen source
VisualpopComputer VisionOpen source
- LinearmelodyAI Music Generation
Open source · Self-hostable
OpenAI84Artificial IntelligenceSan Francisco, United States$493.9BOpen source
SpaceXAI76Frontier AI LabPalo Alto, United States$90.0BOpen 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, China$15.8BOpen source
OpenRouter70InfrastructureSan Francisco, United States$153.5MOpen source
Sakana AI70Foundation ModelTokyo, Japan$135.0MOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Lacentral68Frontier AI LabSan Francisco, United States$11.3BOpen source
Stability AI68Generative AILondon, United Kingdom$101.0MOpen source · Self-hostable
Sourcegraph (Cody)66AI Coding AssistantSan Francisco, United States$301.0MOpen source
Daytona66AI InfrastructureNew York, United States$46.0MOpen source
Dust65Agentic AIParis, France$15.0MOpen source
z.ai65Foundation ModelSan Francisco, USA$1.3BOpen source
cubic65Supply ChainTel Aviv, IsraelOpen source
Arize AI65AI ObservabilityBerkeley, United StatesOpen source
Qodo64AI Coding AssistantTel Aviv, Israel$1.5MOpen source
CopilotKit64Agentic AISan Francisco, United States$42.0MOpen source
Cartesia64Voice AISan Francisco, United States$191.0MOpen source
H2O.ai64Foundation ModelMountain View, United States$228.1MOpen source · Self-hostable
Pola.rs63AI Search EngineTel Aviv, Israel$26.0MOpen source
Trigger Device Inc63AI AgentsLondon, United Kingdom$16.5MOpen source · Self-hostable
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Lakera AI AG63AI SecurityBerlin, Germany$12.0MOpen source
Sarvam AI63Agentic AIBengaluru, India$234.0MOpen source
LiteLLM62Foundation ModelSan Francisco, United StatesOpen source · Self-hostable
RadixArk62Artificial IntelligencePalo Alto, USA$20.0MOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| 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 | San Francisco, United States | — | 33 | |
| makebestmusic | AI Music Generation | Open source | — | — | 10 | |
| MOMoonshot AI | Frontier AI Lab | Open source | Beijing, China | $3.9B | 68 | |
| TwelveLabs | Video Intelligence | Open source | San Francisco, United States | $68.0M | 64 | |
| Modular | AI Infrastructure | Open source | San Francisco, United States | $380.0M | 58 | |
| Astria AI | Media | Open source | San Francisco, United States | $22.0M | 54 | |
| Crowdsense | Enterprise | Open source | Tel Aviv, Israel | $880K | 48 | |
| Kiro IDE | Artificial Intelligence | Open source | San Francisco, United States | — | 44 | |
| VIVirtuals Protocol | Blockchain | Open source | San Francisco, United States | — | 38 | |
| Briefbridge | AI Search Engine | Open source | Tel Aviv, Israel | $1.5M | 36 | |
| Andraste | Agentic AI | Open source | San Francisco, United States | — | 32 | |
| Vambe | Generative AI | Open source | Tel Aviv, Israel | $14.0M | 31 | |
| Mirra AI | Web3 | Open source | — | — | 28 | |
| Gizzmo | Media | Open source | — | — | 27 | |
| Vibranium Dome | AI Agents | Open source · Self-hostable | — | — | 23 | |
| Openvisio | Developer Tools | Open source | — | — | 18 | |
| Lyria 3 Pro | AI Music Generation | Open source | — | — | 15 | |
| evo.ninja | Agentic AI | Open source | — | — | 12 | |
| FireRed Image | AI Image Generation | Open source | — | — | 10 | |
| Runway Gen | Generative AI | Open source | New York, United States | — | 0 | |
| Agentic AI | Open source | — | — | — | ||
| Kaliai | Foundation Model | Open source | San Francisco, United States | — | — | |
| Biblelens | AI Search Engine | Open source | — | — | — | |
| Goumi | Foundation Model | Open source | Beaverton, United States | — | — | |
| Juancast | AI UX Researcher | Open source | Manila, Philippines | — | — | |
| Clauderizer | AI Coding Assistant | Open source | — | — | — | |
| Commitbench | AI Coding Assistant | Open source | — | — | — | |
| Visualpop | Computer Vision | Open source | — | — | — | |
| AI Music Generation | Open source · Self-hostable | — | — | — | ||
| OpenAI | Artificial Intelligence | Open source | San Francisco, United States | $493.9B | 84 | |
| SpaceXAI | Frontier AI Lab | Open source | Palo Alto, United States | $90.0B | 76 | |
| 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 | $15.8B | 70 | |
| OpenRouter | Infrastructure | Open source | San Francisco, United States | $153.5M | 70 | |
| Sakana AI | Foundation Model | Open source | Tokyo, Japan | $135.0M | 70 | |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 69 | |
| Lacentral | Frontier AI Lab | Open source | San Francisco, United States | $11.3B | 68 | |
| Stability AI | Generative AI | Open source · Self-hostable | London, United Kingdom | $101.0M | 68 | |
| Sourcegraph (Cody) | AI Coding Assistant | Open source | San Francisco, United States | $301.0M | 66 | |
| Daytona | AI Infrastructure | Open source | New York, United States | $46.0M | 66 | |
| Dust | Agentic AI | Open source | Paris, France | $15.0M | 65 | |
| z.ai | Foundation Model | Open source | San Francisco, USA | $1.3B | 65 | |
| cubic | Supply Chain | Open source | Tel Aviv, Israel | — | 65 | |
| Arize AI | AI Observability | Open source | Berkeley, United States | — | 65 | |
| Qodo | AI Coding Assistant | Open source | Tel Aviv, Israel | $1.5M | 64 | |
| CopilotKit | Agentic AI | Open source | San Francisco, United States | $42.0M | 64 | |
| Cartesia | Voice AI | Open source | San Francisco, United States | $191.0M | 64 | |
| H2O.ai | Foundation Model | Open source · Self-hostable | Mountain View, United States | $228.1M | 64 | |
| Pola.rs | AI Search Engine | Open source | Tel Aviv, Israel | $26.0M | 63 | |
| Trigger Device Inc | AI Agents | Open source · Self-hostable | London, United Kingdom | $16.5M | 63 | |
| 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 | |
| Sarvam AI | Agentic AI | Open source | Bengaluru, India | $234.0M | 63 | |
| LiteLLM | Foundation Model | Open source · Self-hostable | San Francisco, United States | — | 62 | |
| RadixArk | Artificial Intelligence | Open source | Palo Alto, USA | $20.0M | 62 |