56 FPS gives you a real option that few other mid-range cards offer: processing two full 25 FPS video streams simultaneously on a single GPU. The RTX 4060 Ti turns YOLOv8 from a single-camera tool into a genuine multi-feed detection server. We validated the numbers on GigaGPU.
Detection Throughput
| Metric | Value |
|---|---|
| FPS (640×640) | 56 FPS |
| Latency per frame | 17.9 ms |
| Precision | FP16 |
| Input resolution | 640×640 (COCO) |
| Performance rating | Very Good |
Benchmark conditions: FP16 inference, batch size 1, YOLOv8m model on COCO-format input at 640×640.
VRAM: 14 GB Free
| Component | VRAM |
|---|---|
| Model weights (FP16) | 1.8 GB |
| Processing buffer | ~0.5 GB |
| Total RTX 4060 Ti VRAM | 16 GB |
| Free headroom | ~14.2 GB |
Fourteen GB of headroom with YOLOv8 running is almost comical. You could co-host PaddleOCR, a Whisper instance for audio-visual monitoring, and still have VRAM left for a tracking model. The 4060 Ti is not just a detection card — it is a full computer vision server waiting to be utilised.
Cost Per Million Frames
| Cost Metric | Value |
|---|---|
| Server cost | £0.50/hr (£99/mo) |
| Cost per 1M frames | £2.48 |
| Frames per £1 | 403,226 |
At £2.48 per million frames, the 4060 Ti is nearly identical to the RTX 4060 on cost-per-frame while delivering 33% more throughput. For deployments where you need to squeeze the maximum detection rate per pound, this card sits at the sweet spot. Full data on the benchmark dashboard.
Multi-Camera Reality
The maths works out cleanly: two cameras at 25 FPS each equals 50 FPS needed, and the 4060 Ti delivers 56. In real-world deployments, account for pre-processing overhead and you comfortably handle two feeds with occasional peaks. For three or more cameras, the RTX 3090 at 78 FPS gives you the margin you need. Planning details: best GPU for YOLO.
Quick deploy:
docker run --gpus all -p 8080:8080 ultralytics/ultralytics:latest yolo detect predictSee also: YOLOv8 hosting guide, all benchmarks, Coqui TTS hosting.
Deploy YOLOv8 on RTX 4060 Ti
Order this exact configuration. UK datacenter, full root access.
Order RTX 4060 Ti Server
