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Decision · vGPU-32GB · 32 GB
Speeds compare only within one exact test. Recipe availability is checked on each report against the published recipe executor.
clef-flash
Cloudflare · 4 tested configurations
- bf16 · Text → Structured data · typed-invoices-v1 · Test duration 1 s
- Throughput · Batch 1
- 10.3decisions/sec
- Best measured · Batch 4
- 10.9decisions/sec
- Observed GPU occupancy
- 18.2GiB
- P95 latency
- 104 ms
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
- clef-native
- Protocol
- native-forward-v1
- Dataset
- typed-invoices-v1
- Workload
- decision
Batch size Mean throughput (decisions/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B1 10.26 104 ms — 18.17 67.9 1 1d1661ad ↗ B4 10.89 389 ms — 18.49 156 1 1d1661ad ↗ 3 other test configurations on this GPU
- bf16 · Text → Structured data · typed-invoices-v1 · Test duration 6 s
- Throughput · Batch 1
- 10.6decisions/sec
- Best measured · Batch 4
- 11decisions/sec
- Observed GPU occupancy
- 18.2GiB
- P95 latency
- 99 ms
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
- clef-native · PyTorch 2.13.0+cu130
- Protocol
- native-forward-v1
- Dataset
- typed-invoices-v1
- Workload
- decision
Batch size Mean throughput (decisions/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B1 10.56 99 ms — 18.17 206.1 2 63f44036 ↗ B4 11.04 402 ms — 18.55 244.4 2 63f44036 ↗ - bf16 · Text → Structured data · typed-invoices-v1 · Test duration 6 s
- Throughput · Batch 1
- 10.6decisions/sec
- Best measured · Batch 4
- 11.1decisions/sec
- Observed GPU occupancy
- 18.2GiB
- P95 latency
- 103 ms
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
- clef-native
- Protocol
- native-forward-v1
- Dataset
- typed-invoices-v1
- Workload
- decision
Batch size Mean throughput (decisions/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B1 10.56 103 ms — 18.17 196.8 1 4eb73a4d ↗ B4 11.1 390 ms — 18.56 235.9 1 4eb73a4d ↗ - bf16 · 1K → 1K tokens
- Throughput · Batch 1
- 10.2decisions/sec
- Best measured · Batch 4
- 10.9decisions/sec
- Observed GPU occupancy
- 18.2GiB
- P95 latency
- 104 ms
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
- vLLM
- Protocol
- native-forward-v1
- Dataset
- typed-invoices-v1
- Workload
- decision
Batch size Mean throughput (decisions/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B1 10.19 104 ms — 18.17 69.8 1 caef7154 ↗ B4 10.88 388 ms — 18.49 152.8 1 caef7154 ↗
Sortable tables by exact test condition · 8 rows
| Model | Hardware | Format | Engine | Mean throughput (decisions/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| clef-flash | vGPU-32GB · 32 GB | bf16 | vLLM | 10.19 | 104 ms | — | 18.17 | 69.8 | 1 | caef7154 ↗ |
| Model | Hardware | Format | Engine | Mean throughput (decisions/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| clef-flash | vGPU-32GB · 32 GB | bf16 | vLLM | 10.88 | 388 ms | — | 18.49 | 152.8 | 1 | caef7154 ↗ |
| Model | Hardware | Format | Engine | Mean throughput (decisions/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| clef-flash | vGPU-32GB · 32 GB | bf16 | clef-native | 10.26 | 104 ms | — | 18.17 | 67.9 | 1 | 1d1661ad ↗ |
| Model | Hardware | Format | Engine | Mean throughput (decisions/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| clef-flash | vGPU-32GB · 32 GB | bf16 | clef-native | 10.89 | 389 ms | — | 18.49 | 156 | 1 | 1d1661ad ↗ |
| Model | Hardware | Format | Engine | Mean throughput (decisions/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| clef-flash | vGPU-32GB · 32 GB | bf16 | clef-nativePyTorch 2.13.0+cu130 | 10.56 | 99 ms | — | 18.17 | 206.1 | 2 | 63f44036 ↗ |
| Model | Hardware | Format | Engine | Mean throughput (decisions/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| clef-flash | vGPU-32GB · 32 GB | bf16 | clef-native | 10.56 | 103 ms | — | 18.17 | 196.8 | 1 | 4eb73a4d ↗ |
| Model | Hardware | Format | Engine | Mean throughput (decisions/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| clef-flash | vGPU-32GB · 32 GB | bf16 | clef-nativePyTorch 2.13.0+cu130 | 11.04 | 402 ms | — | 18.55 | 244.4 | 2 | 63f44036 ↗ |
| Model | Hardware | Format | Engine | Mean throughput (decisions/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| clef-flash | vGPU-32GB · 32 GB | bf16 | clef-native | 11.1 | 390 ms | — | 18.56 | 235.9 | 1 | 4eb73a4d ↗ |