model
stringclasses 9
values | samples
int64 1k
1k
| avg_latency_seconds
float64 0.94
4.14
| median_latency_seconds
float64 0.9
3.96
| std_latency_seconds
float64 0.27
1.27
| avg_ttft_seconds
float64 0.02
0.08
| median_ttft_seconds
float64 0.02
0.08
| avg_gpu_memory_gb
float64 2.36
24.4
| max_gpu_memory_gb
float64 2.37
24.4
| disk_storage_gb
float64 2.35
15.4
| avg_output_tokens
float64 40.7
58.2
| total_output_tokens
int64 40.7k
58.2k
| avg_seconds_per_token
float64 0.02
0.07
| median_seconds_per_token
float64 0.02
0.07
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Llama-3.2-1B-Instruct
| 1,000
| 0.94
| 0.9
| 0.27
| 0.02
| 0.02
| 2.36
| 2.37
| 2.35
| 44.84
| 44,838
| 0.02
| 0.02
|
Qwen3-1.7B-Instruct
| 1,000
| 1.83
| 1.76
| 0.55
| 0.05
| 0.05
| 3.9
| 3.94
| 3.87
| 41.04
| 41,045
| 0.04
| 0.04
|
LLaMA-3.2-3B-Instruct
| 1,000
| 1.59
| 1.53
| 0.49
| 0.04
| 0.04
| 6.11
| 6.14
| 6.08
| 45.58
| 45,584
| 0.04
| 0.03
|
SmolLM3-3B-Instruct
| 1,000
| 2.09
| 2.03
| 0.61
| 0.05
| 0.05
| 5.82
| 5.84
| 5.86
| 50.34
| 50,341
| 0.04
| 0.04
|
Phi-4-Mini
| 1,000
| 2.07
| 1.98
| 0.64
| 0.06
| 0.06
| 7.3
| 7.34
| 7.2
| 44.02
| 44,023
| 0.05
| 0.05
|
Qwen3-4B-Instruct
| 1,000
| 2.32
| 2.17
| 0.79
| 0.06
| 0.06
| 7.7
| 7.74
| 7.63
| 40.66
| 40,660
| 0.06
| 0.06
|
Gemma-3-4B-Instruct
| 1,000
| 4.14
| 3.96
| 1.27
| 0.08
| 0.08
| 24.4
| 24.44
| 8.17
| 58.17
| 58,168
| 0.07
| 0.07
|
LLaMA-3.1-8B-Instruct
| 1,000
| 1.81
| 1.77
| 0.54
| 0.04
| 0.04
| 15.1
| 15.14
| 15.12
| 46.29
| 46,294
| 0.04
| 0.04
|
Qwen3-8B-Instruct
| 1,000
| 2.44
| 2.34
| 0.72
| 0.06
| 0.06
| 15.42
| 15.47
| 15.44
| 43.17
| 43,166
| 0.06
| 0.06
|
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