GPU providers
11 companies in this space
Important Developer Trends for January 2023
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.
|
67.5 | +3 |
Strategic 85 Adoption 20 · Attention 50 · Momentum 100 |
54 · 54 · 54 · 54 · 54 · 75 · 51 · 68 |
| #2 |
Secrets Management
Secrets management is a durable security and operational requirement for GPU platforms, protecting API keys, credentials, model access tokens, and infrastructure configuration.
|
64.8 | — |
Strategic 68 Adoption 20 · Attention 100 · Momentum 100 |
52 · 41 · 43 · 61 · 41 · 43 · 43 · 65 |
| #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.
|
60.1 | -2 |
Strategic 78 Adoption 20 · Attention 50 · Momentum 36 |
49 · 61 · 47 · 61 · 47 · 75 · 67 · 60 |
| #4 |
TPUs
TPUs are a durable alternative accelerator architecture for AI training and inference, directly affecting workload placement, pricing, and performance decisions in GPU cloud markets.
|
58.8 | — |
Strategic 58 Adoption 20 · Attention 100 · Momentum 100 |
47 · 63 · 45 · 35 · 37 · 63 · 35 · 59 |
| #5 |
Platform Engineering
Platform engineering directly shapes how organizations provision, govern, and operationalize GPU capacity through self-service developer workflows.
|
54.3 | — |
Strategic 63 Adoption 20 · Attention 50 · Momentum 100 |
38 · 52 · 38 · 52 · 51 · 38 · 40 · 54 |
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 |