llamaperf

NVIDIA GTX 1080 Ti vs NVIDIA V100 16GB for local LLMs

2 reports on the NVIDIA GTX 1080 Ti and 10 on the NVIDIA V100 16GB

Which is faster for local LLMs?

Nobody has reported the same model at the same quant on both cards yet, so there's no measured head-to-head. Memory bandwidth, which caps how fast a card can write, is 1.9x higher on the NVIDIA V100 16GB (484 GB/s on the NVIDIA GTX 1080 Ti, 900 on the NVIDIA V100 16GB). The estimates below compare them on the models people run most.

NVIDIA GTX 1080 Ti
Memory
11GB
Memory bandwidth
484 GB/s
FP16 compute
11.3 TFLOPS
Reports
2
NVIDIA V100 16GB
Memory
16GB
Memory bandwidth
900 GB/s
FP16 compute
125 TFLOPS
Reports
10

Estimated by the calculator

The quant the calculator recommends for each card and its estimated speed at a 32,768-token context with 32 GB of system RAM, from memory bandwidth and the model's shape.

ModelNVIDIA GTX 1080 TiNVIDIA V100 16GB
Qwen3.8 27B1.6 t/sQ8_0, layers on CPU58.7 t/sQ2_K
Qwen3.8 125B · 6B activedoesn't fit at these settingsdoesn't fit at these settings
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 35B · 3B active13.8 t/sQ6_K, experts in RAM194.1 t/sQ2_K
Qwen3.6 27B1.6 t/sQ8_0, layers on CPU58.7 t/sQ2_K
Gemma 4 26B · 4B active8.4 t/sQ8_0, experts in RAM130.8 t/sQ3_K_S

Change the context, RAM or model in the calculator: NVIDIA GTX 1080 Ti · NVIDIA V100 16GB

Every report on each card, with its source: NVIDIA GTX 1080 Ti · NVIDIA V100 16GB

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