GPU providers
11 companies in this space
Important Developer Trends for September 23 to 29, 2024
Reconstructed with current taxonomy
| Rank | Trend | Score | Change | Components | Recent scores |
|---|---|---|---|---|---|
| #1 |
LLM
LLMs are a primary workload for GPU providers, driving demand for training, fine-tuning, inference, model hosting, and high-performance cluster capacity.
|
83.0 | — |
Strategic 85 Adoption 60 · Attention 100 · Momentum 100 |
77 · 79 · 75 · 72 · 77 · 77 · 75 · 83 |
| #2 |
Serverless
Serverless execution is materially relevant to GPU providers because it reduces operational overhead and enables elastic, usage-based AI inference and application deployment.
|
66.4 | +4 |
Strategic 64 Adoption 40 · Attention 100 · Momentum 100 |
38 · 66 · 62 · 58 · 38 · 66 · 55 · 66 |
| #3 |
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.
|
64.8 | — |
Strategic 78 Adoption 20 · Attention 77 · Momentum 50 |
71 · 75 · 71 · 69 · 73 · 68 · 63 · 65 |
| #4 |
Secrets Management
Secrets management is a durable security and operational requirement for GPU platforms, protecting API keys, credentials, model access tokens, and infrastructure configuration.
|
58.8 | +1 |
Strategic 68 Adoption 20 · Attention 77 · Momentum 50 |
43 · 58 · 41 · 43 · 43 · 65 · 58 · 59 |
| #5 |
AI Agents
AI agents increase demand for scalable, low-latency inference and may influence GPU provider product design around deployment, orchestration, and cost efficiency.
|
58.2 | -1 |
Strategic 67 Adoption 20 · Attention 77 · Momentum 50 |
43 · 43 · 43 · 43 · 43 · 43 · 61 · 58 |
Filter Companies
Summary
| Company | Total Posts | Avg/Month |
|---|---|---|
| Atlas Cloud | 936 | 26.0 |
| RunPod | 538 | 9.0 |
| Google Cloud | 2,792 | 8.0 |
| Nebius | 244 | 6.8 |
| DigitalOcean | 847 | 4.7 |
| Together AI | 245 | 4.1 |
| Vultr | 475 | 3.0 |
| Rescale | 440 | 2.3 |
| Vast.ai | 177 | 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 | 6,570 | |
| Together AI | 4,620 | |
| 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 |