Alternatives to Spectral Compute
The top AI Infrastructure companies similar to Spectral Compute, 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.
OctoML59Generative AISeattle, United States$131.9M
Cerebras Systems58AI ChipSunnyvale, United States$5.2B
SambaNova Systems44AI InfrastructureUnited States$350.0M
Deci AI61ComputingTel Aviv, Israel$132.1M- Nexa AiOn-Device AIבית חירות, Israel
NVIDIA Corp84Professional VisualizationSanta Clara, United States$4.1B
Nvidia82HardwareSanta Clara, United States$4.0B
LangSmith75LLMOpsSan Francisco, United States$25.0M
Weights & Biases66AI InfrastructureSan Francisco, United States$50.0M
Arize AI65AI ObservabilityBerkeley, United States$131.0M
Parasail63Artificial IntelligenceSan Francisco, United States$42.0M
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0M
Ventana Micro Systems61AI ChipCupertino, United States$70.4M
Fireworks AI60AI InfrastructureRedwood City, USA$309.5M
Replicate60AI InfrastructureSan Francisco, United States$33.5M
BLAISE59InsuranceSan Jose, United States$146.0M
Braintrust58Artificial IntelligenceSan Francisco, USA$63.0M
Enfabrica58AI InfrastructureSan Francisco, United States$126.2M
Modular58AI InfrastructureSan Francisco, United States$380.0M
Fermi55AI InfrastructureSan Francisco, United States$33.5M
LightningAI55AI InfrastructureSan Francisco, United States
Feast AI54MLOpsSan Francisco, United States$8.0M
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$1.5B
Dria54AI InfrastructureSan Francisco, United States$2.0M
Spawns.ai54Synthetic Data GenerationTel Aviv, Israel- HYHyphen AI54AI InfrastructureSeattle, United States$36.5M
AI Fabrics Israel54MLOpsTel Aviv, Israel
ModelHub AI54AI InfrastructureSan Francisco, United States
Groq54AI HardwareMountain View, United States$2.1B- PLPlayerZero50MLOpsTel Aviv, Israel$70.5M
Astrus50AI ChipToronto, Canada$8.3M
Datacrunch50AI InfrastructureBerlin, Germany$124.3M
Galtea49Artificial IntelligenceSan Francisco, United States$3.2M
Tenstorrent47AI ChipToronto, Canada$1.4B
JarvisLabs.ai43MLOpsSan Francisco, United States$1.0M
ScaleKit42MLOpsSan Francisco, United States$5.5M
TensorSpace42Artificial IntelligenceSan Francisco, United States
OuterBounds Technologies, Inc.41MLOpsSan Francisco, United States$10.5M
Kandu.ai40ComputingTel Aviv, Israel- Persistencelayer40AI InfrastructureSan Francisco, United States$10.0M
ChipMind40AI ChipTel Aviv, Israel$25.0M- ALAlembic Technologies39MLOpsTel Aviv, Israel$163.2M
- TITidalflow39AI InfrastructureSan Francisco, United States$1.7M
Codephase36AI InfrastructureSan Francisco, United States$10.0M
Chordio35Generative AISan Francisco, United States
Model ML35MLOpsSan Francisco, United States$128.0M
Runpod34AI InfrastructureNew York, United States$41.0M- SOSource32AI InfrastructureSan Francisco, United States$24.0M
Inference.net31AI InfrastructureSan Francisco, United States$14.1M- GEGenSpark AI27MLOpsSan Francisco, United States$60.0M
- Bsmart Compute25AI Infrastructureאלישיב, Israel
Amazon SageMaker23AI Cloud ServicesSeattle, United States
Qualcomm AI Stack18AI InfrastructureSan Diego, United States
WAYTO AI16AI InfrastructureTel Aviv, Israel- FPFP8 Mixed-Precision Training3Foundation Model
- PRPruning + Distillation3AI Foundation & Compute
- IosrouterAI Infrastructure
UnimodelAPI Platform- CarepactAI InfrastructureSan Francisco, United States$1.5M
Coral + CloudAI HardwareMountain View, United States
| Company | Sector | HQ | Funding | Score |
|---|---|---|---|---|
| OctoML | Generative AI | Seattle, United States | $131.9M | 59 |
| Cerebras Systems | AI Chip | Sunnyvale, United States | $5.2B | 58 |
| SambaNova Systems | AI Infrastructure | United States | $350.0M | 44 |
| Deci AI | Computing | Tel Aviv, Israel | $132.1M | 61 |
| On-Device AI | בית חירות, Israel | — | — | |
| NVIDIA Corp | Professional Visualization | Santa Clara, United States | $4.1B | 84 |
| Nvidia | Hardware | Santa Clara, United States | $4.0B | 82 |
| LangSmith | LLMOps | San Francisco, United States | $25.0M | 75 |
| Weights & Biases | AI Infrastructure | San Francisco, United States | $50.0M | 66 |
| Arize AI | AI Observability | Berkeley, United States | $131.0M | 65 |
| Parasail | Artificial Intelligence | San Francisco, United States | $42.0M | 63 |
| Weights & Biases (W&B) | MLOps | San Francisco, United States | $521.0M | 63 |
| Ventana Micro Systems | AI Chip | Cupertino, United States | $70.4M | 61 |
| Fireworks AI | AI Infrastructure | Redwood City, USA | $309.5M | 60 |
| Replicate | AI Infrastructure | San Francisco, United States | $33.5M | 60 |
| BLAISE | Insurance | San Jose, United States | $146.0M | 59 |
| Braintrust | Artificial Intelligence | San Francisco, USA | $63.0M | 58 |
| Enfabrica | AI Infrastructure | San Francisco, United States | $126.2M | 58 |
| Modular | AI Infrastructure | San Francisco, United States | $380.0M | 58 |
| Fermi | AI Infrastructure | San Francisco, United States | $33.5M | 55 |
| LightningAI | AI Infrastructure | San Francisco, United States | — | 55 |
| Feast AI | MLOps | San Francisco, United States | $8.0M | 54 |
| MosaicML (now Databricks) | Foundation Model | San Francisco, United States | $1.5B | 54 |
| Dria | AI Infrastructure | San Francisco, United States | $2.0M | 54 |
| Spawns.ai | Synthetic Data Generation | Tel Aviv, Israel | — | 54 |
| HYHyphen AI | AI Infrastructure | Seattle, United States | $36.5M | 54 |
| AI Fabrics Israel | MLOps | Tel Aviv, Israel | — | 54 |
| ModelHub AI | AI Infrastructure | San Francisco, United States | — | 54 |
| Groq | AI Hardware | Mountain View, United States | $2.1B | 54 |
| PLPlayerZero | MLOps | Tel Aviv, Israel | $70.5M | 50 |
| Astrus | AI Chip | Toronto, Canada | $8.3M | 50 |
| Datacrunch | AI Infrastructure | Berlin, Germany | $124.3M | 50 |
| Galtea | Artificial Intelligence | San Francisco, United States | $3.2M | 49 |
| Tenstorrent | AI Chip | Toronto, Canada | $1.4B | 47 |
| 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 |
| OuterBounds Technologies, Inc. | MLOps | San Francisco, United States | $10.5M | 41 |
| Kandu.ai | Computing | Tel Aviv, Israel | — | 40 |
| AI Infrastructure | San Francisco, United States | $10.0M | 40 | |
| ChipMind | AI Chip | Tel Aviv, Israel | $25.0M | 40 |
| ALAlembic Technologies | MLOps | Tel Aviv, Israel | $163.2M | 39 |
| TITidalflow | AI Infrastructure | San Francisco, United States | $1.7M | 39 |
| Codephase | AI Infrastructure | San Francisco, United States | $10.0M | 36 |
| Chordio | Generative AI | San Francisco, United States | — | 35 |
| Model ML | MLOps | San Francisco, United States | $128.0M | 35 |
| Runpod | AI Infrastructure | New York, United States | $41.0M | 34 |
| SOSource | AI Infrastructure | San Francisco, United States | $24.0M | 32 |
| Inference.net | AI Infrastructure | San Francisco, United States | $14.1M | 31 |
| GEGenSpark AI | MLOps | San Francisco, United States | $60.0M | 27 |
| AI Infrastructure | אלישיב, Israel | — | 25 | |
| Amazon SageMaker | AI Cloud Services | Seattle, United States | — | 23 |
| Qualcomm AI Stack | AI Infrastructure | San Diego, United States | — | 18 |
| WAYTO AI | AI Infrastructure | Tel Aviv, Israel | — | 16 |
| FPFP8 Mixed-Precision Training | Foundation Model | — | — | 3 |
| PRPruning + Distillation | AI Foundation & Compute | — | — | 3 |
| AI Infrastructure | — | — | — | |
| Unimodel | API Platform | — | — | — |
| AI Infrastructure | San Francisco, United States | $1.5M | — | |
| Coral + Cloud | AI Hardware | Mountain View, United States | — | — |