GPU providers
11 companies in this space
Important Developer Trends for December 23 to 29, 2024
Reconstructed with current taxonomy
| Rank | Trend | Score | Change | Components | Recent scores |
|---|---|---|---|---|---|
| #1 |
Developer Experience
Developer experience directly influences adoption, retention, and workload expansion for GPU providers by reducing friction in provisioning, deployment, observability, and cost management.
|
68.4 | +6 |
Strategic 74 Adoption 20 · Attention 100 · Momentum 100 |
47 · 47 · 63 · 63 · 44 · 47 · 47 · 68 |
| #2 |
LLM
LLMs are a primary workload for GPU providers, driving demand for training, fine-tuning, inference, model hosting, and high-performance cluster capacity.
|
53.5 | +4 |
Strategic 85 Adoption 0 · Attention 0 · Momentum 50 |
79 · 80 · 75 · 79 · 75 · 76 · 51 · 54 |
| #3 |
Kubernetes
Kubernetes is durable core infrastructure for deploying, scaling, and operating GPU-backed workloads, especially training and inference services.
|
48.0 | -1 |
Strategic 80 Adoption 0 · Attention 0 · Momentum 0 |
48 · 69 · 64 · 72 · 48 · 66 · 71 · 48 |
| #4 |
AI Model Fine-tuning
Fine-tuning is a core GPU workload that directly shapes infrastructure selection through accelerator availability, interconnects, storage, orchestration, pricing, and managed training tooling.
|
46.8 | -3 |
Strategic 78 Adoption 0 · Attention 0 · Momentum 0 |
71 · 47 · 79 · 74 · 72 · 47 · 75 · 47 |
Filter Companies
Summary
| Company | Total Posts | Avg/Month |
|---|---|---|
| Atlas Cloud | 933 | 25.9 |
| RunPod | 538 | 9.0 |
| Google Cloud | 2,792 | 8.0 |
| Nebius | 244 | 6.8 |
| DigitalOcean | 847 | 4.7 |
| Together AI | 244 | 4.1 |
| Vultr | 475 | 3.0 |
| Rescale | 440 | 2.3 |
| Vast.ai | 176 | 1.3 |
| Lambda | 219 | 1.2 |
| Prime Intellect | 43 | 1.2 |
Current Subscribers
| Company | Subscribers | Share |
|---|---|---|
| Google Cloud | 1,440,000 | |
| DigitalOcean | 60,200 | |
| Lambda | 7,590 | |
| Nebius | 6,990 | |
| Atlas Cloud | 6,580 | |
| Together AI | 4,610 | |
| Vultr | 3,480 | |
| Vast.ai | 2,460 | |
| Rescale | 2,350 | |
| Prime Intellect | 1,000 |
Showing Hacker News posts with 50+ points since 2022
Companies in GPU providers
Random Space| Company | Stage | Founded |
|---|---|---|
| Atlas Cloud | seed | 2024 |
| DigitalOcean | Public | 2012 |
| Google Cloud | Public | 1998 |
| Lambda | E | 2012 |
| Nebius | Public | 2024 |
| Prime Intellect | A | 2024 |
| Rescale | D | 2011 |
| RunPod | A | 2022 |
| Together AI | C | 2022 |
| Vast.ai | seed | 2016 |
| Vultr | D | 2014 |