1 models with qualified results
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Text generation · T4 · 16 GB
Speeds compare only within one exact test. Recipe availability is checked on each report against the published recipe executor.
Qwen3-4B-AWQ
Qwen · 1 tested configuration
- AWQ · 8K → 2K tokens · No cache reuse
- Output throughput · includes prefill · 1 request
- 15.4tok/s
- Best measured · 4 concurrent requests
- 20.3tok/s
- Observed GPU occupancy
- 12.7GiB
- First token
- 28.5 s
Use this recipe · 4 concurrent requests ↗Evidence report and run availability ↗Same test on other GPUsTest details · 2 concurrency levels
Total output tokens divided by the full request window, including prefill and queueing.
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 · vLLM 0.29.0
- Protocol
- wbench-fixed-http-v3
- Dataset
- migration-analysis-v1:sha256=68590c248e43f32c04dfd8062464fd1e4856917795fe307225e5c6112a54fe94:cache=isolated:repeats=3
- Workload
- 8192in-2048out
Concurrency Mean throughput (tok/s) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report C1 15.39 133.36 s 28.5 s 12.74 67.9 1 fcfe2d64 ↗ C4 20.31 468.13 s 53.1 s 12.74 67.5 1 fcfe2d64 ↗
Sortable tables by exact test condition · 2 rows
| Model | Hardware | Format | Engine | Mean throughput (tok/s) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-4B-AWQ | T4 · 16 GB | AWQ | vllmvLLM 0.29.0 | 15.39 | 133.36 s | 28.5 s | 12.74 | 67.9 | 1 | fcfe2d64 ↗ |
| Model | Hardware | Format | Engine | Mean throughput (tok/s) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-4B-AWQ | T4 · 16 GB | AWQ | vllmvLLM 0.29.0 | 20.31 | 468.13 s | 53.1 s | 12.74 | 67.5 | 1 | fcfe2d64 ↗ |