GPU providers
11 companies in this space
Important Developer Trends for February 2023
Reconstructed with current taxonomy
| Rank | Trend | Score | Change | Components | Recent scores |
|---|---|---|---|---|---|
| #1 |
Kubernetes
Kubernetes is durable core infrastructure for deploying, scaling, and operating GPU-backed workloads, especially training and inference services.
|
76.0 | +7 |
Strategic 80 Adoption 40 · Attention 100 · Momentum 100 |
78 · 63 · 71 · 72 · 73 · 63 · 48 · 76 |
| #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 | +5 |
Strategic 64 Adoption 40 · Attention 100 · Momentum 100 |
55 · 65 · 64 · 66 · 62 · 64 · 51 · 66 |
| #3 |
Developer Experience
Developer experience directly influences adoption, retention, and workload expansion for GPU providers by reducing friction in provisioning, deployment, observability, and cost management.
|
65.9 | +6 |
Strategic 74 Adoption 20 · Attention 83 · Momentum 100 |
44 · 47 · 65 · 64 · 44 · 47 · 47 · 66 |
| #4 |
AI Agents
AI agents increase demand for scalable, low-latency inference and may influence GPU provider product design around deployment, orchestration, and cost efficiency.
|
55.5 | — |
Strategic 67 Adoption 20 · Attention 42 · Momentum 100 |
60 · 40 · 43 · 43 · 55 · 40 · 43 · 55 |
| #5 |
Secrets Management
Secrets management is a durable security and operational requirement for GPU platforms, protecting API keys, credentials, model access tokens, and infrastructure configuration.
|
51.7 | -3 |
Strategic 68 Adoption 20 · Attention 42 · Momentum 14 |
41 · 43 · 61 · 41 · 43 · 43 · 65 · 52 |
Filter Companies
Summary
| Company | Total Posts | Avg/Month |
|---|---|---|
| Atlas Cloud | 917 | 25.5 |
| RunPod | 534 | 8.9 |
| Google Cloud | 2,790 | 8.0 |
| Nebius | 243 | 6.8 |
| DigitalOcean | 847 | 4.7 |
| Together AI | 244 | 4.1 |
| Vultr | 474 | 3.0 |
| Rescale | 439 | 2.3 |
| Vast.ai | 176 | 1.3 |
| Lambda | 218 | 1.2 |
| Prime Intellect | 43 | 1.2 |
Current Subscribers
| Company | Subscribers | Share |
|---|---|---|
| Google Cloud | 1,440,000 | |
| DigitalOcean | 60,200 | |
| Lambda | 7,580 | |
| Nebius | 6,980 | |
| Atlas Cloud | 6,570 | |
| Together AI | 4,600 | |
| Vultr | 3,480 | |
| Vast.ai | 2,450 | |
| Rescale | 2,340 | |
| 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 |