Benchmarks
Load-test runs that establish throughput and latency baselines per hardware profile.
Throughput by run
Requests per second sustained during each benchmark
| detector-v1@1.4.2 | c5.2xlarge · 8 vCPU | 1024 × 768 | 16 | 20,000 | 188.4 rps | 84.2 ms | 1.4K MB | 3 months ago | Baseline after ORT 1.19 upgrade |
| detector-v1@1.4.2 | c5.2xlarge · 8 vCPU | 640 × 640 | 16 | 20,000 | 241.7 rps | 66.1 ms | 1.2K MB | 3 months ago | Letterboxed native input |
| ocr-v1@1.2.0 | c5.4xlarge · 16 vCPU | 1024 × 1280 | 8 | 5,000 | 41.2 rps | 196.4 ms | 2.2K MB | 3 months ago | — |
| detector-v1@1.4.2 | c5.2xlarge · 8 vCPU | 1024 × 768 | 32 | 40,000 | 204.9 rps | 152.8 ms | 2K MB | 3 months ago | Queue saturation above 24 concurrent |
| classifier-v1@0.9.3 | c5.xlarge · 4 vCPU | 224 × 224 | 16 | 20,000 | 388.1 rps | 41.3 ms | 890 MB | 3 months ago | — |