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Benchmark Type
LLM
Image Generation
Video Generation
Audio / Voice
Embedding
Vision Multimodal
Other
GPU Count
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Model
Framework
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vLLM
SGLang
Transformers
llama.cpp
Ollama
TensorRT-LLM
Quantization
FP32
FP16
BF16
FP8
INT8
INT4
GPTQ
AWQ
GGUF
Other
Input tokens
Output tokens
Total tok/s
Prompt tok/s
Output tok/s
TTFT (ms)
Batch
Concurrency
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VRAM (GB)
GPU util %
Power (W)
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OS
CUDA
Driver
PyTorch
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