Data report · updated September 9, 2026 · all categories
State of AI GPU Cloud & Model Inference Tools 2026
Key findings — GPU Cloud & Model Inference
- RightAIChoice tracks 113 AI tools in GPU Cloud & Model Inference, with 22 (19.5%) re-verified in the last 7 days.
- 61.9% of GPU Cloud & Model Inference tools are free or freemium.
- Average viability score is 68/100 across 113 scored tools.
Pricing breakdown
| Segment | tools | share |
|---|---|---|
| Freemium | 43 | 38.1% |
| Free | 27 | 23.9% |
| Contact | 23 | 20.4% |
| Paid | 20 | 17.7% |
Viability distribution
| Segment | tools | share (of scored) |
|---|---|---|
| Strong (70+) | 55 | 48.7% |
| Moderate (40–69) | 53 | 46.9% |
| At risk (score < 40) | 5 | 4.4% |
Cite this report
Free to cite with attribution: “State of AI GPU Cloud & Model Inference Tools 2026, RightAIChoice — https://rightaichoice.com/state-of-ai-tools/gpu-inference” (data as of September 9, 2026). See the full State of AI Tools report · browse GPU Cloud & Model Inference tools.
Computed live from RightAIChoice's continuously-verified catalog. Generated September 9, 2026.