About Model Compression & Optimization
The Model Compression & Optimization category is part of the Edge AI & On-Device Intelligence market map, tracking 13 companies building in this segment. On-device chips, runtime optimization, and compact models bringing AI inference to the edge without the cloud. Curated by Hartmann Capital's venture research team.
Companies in Model Compression & Optimization
- Neural Magic — Acquired, $50M
- Deci AI — Acquired, $55M
- OctoML — Acquired, $132M
- Deeplite — Acquired, $8.6M
- Nota AI — Series C, $43M
- Pruna AI — Seed, $6.5M
- Lightmatter — Series D, $850M
- Celestial AI — Series C, $339M
- SynapseML — Corporate
- NVIDIA TensorRT — Public
- Intel OpenVINO — Public
- Apache TVM — Open Source
- Modular — Series B, $130M
Frequently Asked Questions
- What companies are in the Model Compression & Optimization category?
- The Model Compression & Optimization category includes 13 companies: Neural Magic, Deci AI, OctoML, Deeplite, Nota AI, Pruna AI, Lightmatter, Celestial AI, SynapseML, NVIDIA TensorRT, Intel OpenVINO, Apache TVM, Modular. This is part of the Edge AI & On-Device Intelligence market map maintained by Hartmann Capital.
- How many Model Compression & Optimization startups are tracked?
- Hartmann Capital tracks 13 companies in the Model Compression & Optimization segment of the Edge AI & On-Device Intelligence market map.
- What are the best funded Model Compression & Optimization companies?
- Top funded companies in Model Compression & Optimization include Lightmatter ($850M), Celestial AI ($339M), OctoML ($132M), Modular ($130M), Deci AI ($55M). Browse the full list in the Edge AI & On-Device Intelligence market map.
- How can I submit my startup?
- You can submit your startup for inclusion by visiting the submission page. Submissions are reviewed by Hartmann Capital's research team.