Alternatives to ggml
The top Foundation Model companies similar to ggml, ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
PyTorch25AISan Francisco, United States- SUSubquadratic60Artificial IntelligenceSan Francisco, USA$29.0M
Feast AI54MLOpsSan Francisco, United States$8.0M
Databricks82Data AnalyticsSan Francisco, United States$31.7B
Together AI76AI InfrastructureSan Francisco, United States$106.0M
Pinecone69AI InfrastructureSan Francisco, United States$138.0M
Deci AI61ComputingTel Aviv, Israel$132.1M
Fireworks AI60AI InfrastructureRedwood City, USA$309.5M
Modular58AI InfrastructureSan Francisco, United States$380.0M
Arcten55Agentic AISan Francisco, United States$12.0M
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$1.5B
Featherless.ai48Artificial IntelligenceSan Francisco, USA$20.0M
Arcee44Foundation ModelSan Francisco, United States- Eternyl40Agentic AISan Francisco, United States$17.0M
CLIKA28Artificial IntelligenceTel Aviv, Israel
Mamba (AI Architecture)23Artificial Intelligence
Atomic Chat19On-Device AI
TurboQuant15AI Foundation & Compute
IndexCache10Artificial IntelligenceBeijing, China- XMxMemory10Artificial IntelligenceLondon, United Kingdom
- WEWeight Quantization (INT4)4AI Foundation & Compute
- PRPruning + Distillation3AI Foundation & Compute
KolmAPI Platform- Nexa AiOn-Device AIבית חירות, Israel
UnimodelAPI Platform
OrionacFrontier AI Lab
poolside77Artificial IntelligenceParis, France$2.8B
OpenRouter70InfrastructureSan Francisco, United States$158.5M
Mistral AI SAS68Frontier AI LabParis, France$6.0B
ClearML64AutoMLTel Aviv, Israel$13.0M
Parasail63Artificial IntelligenceSan Francisco, United States$42.0M
LiteLLM62Foundation ModelSan Francisco, United States$5.0M
LangChain61Agentic AISan Francisco, United States$260.0M
OctoML59Generative AISeattle, United States$131.9M
Auto-GPT56Agentic AI$12.0M
Fermi55AI InfrastructureSan Francisco, United States$33.5M
LightningAI55AI InfrastructureSan Francisco, United States
Massed Compute54AI InfrastructureSan Francisco, United States
KiloClaw54Artificial Intelligence
Dria54AI InfrastructureSan Francisco, United States$2.0M
Smallest AI53Small Language ModelSan Francisco, United States$8.0M
Abacus52FinanceNew York, United States$6.6M
Manufact Inc.52AI InfrastructureSan Francisco, United States$6.3M
Cusor52AI Coding AssistantNew York, United States
Ollama52Foundation ModelSan Francisco, United States
Modal Labs52Agentic AISan Francisco, United States$693.0M
Flexor AI51Generative AINew York, United States$20.0M
Geniez.ai50Foundation ModelNew York, United States$256.0M- VEVector50Agentic AISan Francisco, United States$3.0M
Spectral Compute49AI InfrastructureCambridge, United Kingdom$29.0M
Hunch47EnterpriseTel Aviv, Israel$1.5M- RIRidgeback47Foundation ModelSan Francisco, United States
Kiro IDE44Artificial IntelligenceSan Francisco, United States
JarvisLabs.ai43MLOpsSan Francisco, United States$1.0M
ScaleKit42MLOpsSan Francisco, United States$5.5M
TensorSpace42Artificial IntelligenceSan Francisco, United States- Persistencelayer40AI InfrastructureSan Francisco, United States$10.0M
- TITidalflow39AI InfrastructureSan Francisco, United States$1.7M
Letta36Agentic AISan Francisco, United States- SOSource32AI InfrastructureSan Francisco, United States$24.0M
| Company | Sector | HQ | Funding | Score |
|---|---|---|---|---|
| PyTorch | AI | San Francisco, United States | — | 25 |
| SUSubquadratic | Artificial Intelligence | San Francisco, USA | $29.0M | 60 |
| Feast AI | MLOps | San Francisco, United States | $8.0M | 54 |
| Databricks | Data Analytics | San Francisco, United States | $31.7B | 82 |
| Together AI | AI Infrastructure | San Francisco, United States | $106.0M | 76 |
| Pinecone | AI Infrastructure | San Francisco, United States | $138.0M | 69 |
| Deci AI | Computing | Tel Aviv, Israel | $132.1M | 61 |
| Fireworks AI | AI Infrastructure | Redwood City, USA | $309.5M | 60 |
| Modular | AI Infrastructure | San Francisco, United States | $380.0M | 58 |
| Arcten | Agentic AI | San Francisco, United States | $12.0M | 55 |
| MosaicML (now Databricks) | Foundation Model | San Francisco, United States | $1.5B | 54 |
| Featherless.ai | Artificial Intelligence | San Francisco, USA | $20.0M | 48 |
| Arcee | Foundation Model | San Francisco, United States | — | 44 |
| Agentic AI | San Francisco, United States | $17.0M | 40 | |
| CLIKA | Artificial Intelligence | Tel Aviv, Israel | — | 28 |
| Mamba (AI Architecture) | Artificial Intelligence | — | — | 23 |
| Atomic Chat | On-Device AI | — | — | 19 |
| TurboQuant | AI Foundation & Compute | — | — | 15 |
| IndexCache | Artificial Intelligence | Beijing, China | — | 10 |
| XMxMemory | Artificial Intelligence | London, United Kingdom | — | 10 |
| WEWeight Quantization (INT4) | AI Foundation & Compute | — | — | 4 |
| PRPruning + Distillation | AI Foundation & Compute | — | — | 3 |
| Kolm | API Platform | — | — | — |
| On-Device AI | בית חירות, Israel | — | — | |
| Unimodel | API Platform | — | — | — |
| Orionac | Frontier AI Lab | — | — | — |
| poolside | Artificial Intelligence | Paris, France | $2.8B | 77 |
| OpenRouter | Infrastructure | San Francisco, United States | $158.5M | 70 |
| Mistral AI SAS | Frontier AI Lab | Paris, France | $6.0B | 68 |
| ClearML | AutoML | Tel Aviv, Israel | $13.0M | 64 |
| Parasail | Artificial Intelligence | San Francisco, United States | $42.0M | 63 |
| LiteLLM | Foundation Model | San Francisco, United States | $5.0M | 62 |
| LangChain | Agentic AI | San Francisco, United States | $260.0M | 61 |
| OctoML | Generative AI | Seattle, United States | $131.9M | 59 |
| Auto-GPT | Agentic AI | — | $12.0M | 56 |
| Fermi | AI Infrastructure | San Francisco, United States | $33.5M | 55 |
| LightningAI | AI Infrastructure | San Francisco, United States | — | 55 |
| Massed Compute | AI Infrastructure | San Francisco, United States | — | 54 |
| KiloClaw | Artificial Intelligence | — | — | 54 |
| Dria | AI Infrastructure | San Francisco, United States | $2.0M | 54 |
| Smallest AI | Small Language Model | San Francisco, United States | $8.0M | 53 |
| Abacus | Finance | New York, United States | $6.6M | 52 |
| Manufact Inc. | AI Infrastructure | San Francisco, United States | $6.3M | 52 |
| Cusor | AI Coding Assistant | New York, United States | — | 52 |
| Ollama | Foundation Model | San Francisco, United States | — | 52 |
| Modal Labs | Agentic AI | San Francisco, United States | $693.0M | 52 |
| Flexor AI | Generative AI | New York, United States | $20.0M | 51 |
| Geniez.ai | Foundation Model | New York, United States | $256.0M | 50 |
| VEVector | Agentic AI | San Francisco, United States | $3.0M | 50 |
| Spectral Compute | AI Infrastructure | Cambridge, United Kingdom | $29.0M | 49 |
| Hunch | Enterprise | Tel Aviv, Israel | $1.5M | 47 |
| RIRidgeback | Foundation Model | San Francisco, United States | — | 47 |
| Kiro IDE | Artificial Intelligence | San Francisco, United States | — | 44 |
| JarvisLabs.ai | MLOps | San Francisco, United States | $1.0M | 43 |
| ScaleKit | MLOps | San Francisco, United States | $5.5M | 42 |
| TensorSpace | Artificial Intelligence | San Francisco, United States | — | 42 |
| AI Infrastructure | San Francisco, United States | $10.0M | 40 | |
| TITidalflow | AI Infrastructure | San Francisco, United States | $1.7M | 39 |
| Letta | Agentic AI | San Francisco, United States | — | 36 |
| SOSource | AI Infrastructure | San Francisco, United States | $24.0M | 32 |