1 models with qualified results
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Speech recognition · vGPU-32GB · 32 GB
Speeds compare only within one exact test. Recipe availability is checked on each report against the published recipe executor.
whisper-tiny
openai · 3 tested configurations
- fp16 · Audio → Text · asr_prompts
- Throughput · Batch 1
- 73.7audio-sec/sec
- Observed GPU occupancy
- 0.4GiB
- P95 latency
- Not recorded
Test details · 2 batch sizes
Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.
Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.
- Engine
- faster-whisper · PyTorch 2.13.0+cu130
- Protocol
- audio-native-v1
- Dataset
- asr_prompts
- Workload
- asr
Batch size Mean throughput (audio-sec/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B1 73.68 — — 0.38 46.8 1 7d182de2 ↗ B4 68.2 — — 0.38 49.2 1 7d182de2 ↗ 2 other test configurations on this GPU
- fp16 · Audio → Text · asr_prompts · Test duration 4 s
- Throughput · Batch 1
- 122audio-sec/sec
- Best measured · Batch 4
- 168audio-sec/sec
- Observed GPU occupancy
- 0.4GiB
- P95 latency
- Not recorded
Test details · 2 batch sizes
Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.
Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.
- Engine
- faster-whisper
- Protocol
- audio-native-v1
- Dataset
- asr_prompts
- Workload
- asr
Batch size Mean throughput (audio-sec/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B1 121.9 — — 0.42 73.6 1 7aaa1f0d ↗ B4 168.25 — — 0.42 77.4 1 7aaa1f0d ↗ - fp16 · Audio → Text · asr_prompts · Test duration 1 s
- Throughput · Batch 1
- 137audio-sec/sec
- Best measured · Batch 4
- 205audio-sec/sec
- Observed GPU occupancy
- 0.4GiB
- P95 latency
- Not recorded
Test details · 2 batch sizes
Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.
Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.
- Engine
- faster-whisper · PyTorch 2.13.0+cu130
- Protocol
- audio-native-v1
- Dataset
- asr_prompts
- Workload
- asr
Batch size Mean throughput (audio-sec/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B1 137.01 — — 0.38 54.3 1 4b83f25d ↗ B4 205.27 — — 0.38 66.3 1 4b83f25d ↗
Sortable tables by exact test condition · 6 rows
| Model | Hardware | Format | Engine | Mean throughput (audio-sec/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| whisper-tiny | vGPU-32GB · 32 GB | fp16 | faster-whisperPyTorch 2.13.0+cu130 | 73.68 | — | — | 0.38 | 46.8 | 1 | 7d182de2 ↗ |
| Model | Hardware | Format | Engine | Mean throughput (audio-sec/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| whisper-tiny | vGPU-32GB · 32 GB | fp16 | faster-whisperPyTorch 2.13.0+cu130 | 68.2 | — | — | 0.38 | 49.2 | 1 | 7d182de2 ↗ |
| Model | Hardware | Format | Engine | Mean throughput (audio-sec/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| whisper-tiny | vGPU-32GB · 32 GB | fp16 | faster-whisperPyTorch 2.13.0+cu130 | 137.01 | — | — | 0.38 | 54.3 | 1 | 4b83f25d ↗ |
| Model | Hardware | Format | Engine | Mean throughput (audio-sec/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| whisper-tiny | vGPU-32GB · 32 GB | fp16 | faster-whisperPyTorch 2.13.0+cu130 | 205.27 | — | — | 0.38 | 66.3 | 1 | 4b83f25d ↗ |
| Model | Hardware | Format | Engine | Mean throughput (audio-sec/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| whisper-tiny | vGPU-32GB · 32 GB | fp16 | faster-whisper | 121.9 | — | — | 0.42 | 73.6 | 1 | 7aaa1f0d ↗ |
| Model | Hardware | Format | Engine | Mean throughput (audio-sec/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| whisper-tiny | vGPU-32GB · 32 GB | fp16 | faster-whisper | 168.25 | — | — | 0.42 | 77.4 | 1 | 7aaa1f0d ↗ |