llamaperf

NVIDIA CMP 170HX 8GB

NVIDIA · 8GB · 1 report

Engines people use on it: Strata 1 (reports)

Run models on your NVIDIA CMP 170HX 8GB? Add your numbers.

Your coding agent can run a speed test on your machine and send it here with a free account. Or paste a result you've already posted.

Reported performance on the NVIDIA CMP 170HX 8GB

These reports mix GPU counts and memory setups, so a model listed here may have needed extra cards or CPU offloading. The calculator estimates which models fit in 8 GB of VRAM.

This page is thin (1 of 3 reports needed for indexing). Help fill it in.
NVIDIA hardware
generation:
121.0 tokens/s
prompt processing (prefill):
630.0 tokens/s
quant:
IQ3_XXS (GGUF)
kv:
int8
mtp (multi-token prediction):
on

Reported by the source; GPU count, offloading and concurrent requests can change these figures. Prompt-processing speed is input throughput, not time to first token. Check the full setup before comparing.

User benchmarks Qwen3.8 Flash-Next at 121 t/s generation and 630 t/s prefill on two CMP 170HX 8GB cards. Setup is Strata with IQ3_XXS GGUF weights, int8 KV cache, MTP speculative decoding with 4 tokens, and a 262144 max context. The table covers prompt lengths from ~0.5K to 140K and concurrency 1 to 4; the reported figures are the c1 ~0.5K row. Total output tok/s at c1 ~0.5K is 89.

Oct 9, 2026

Get a weekly email of new NVIDIA CMP 170HX 8GB reports and newly released models that fit it.

Email me new reports

Reported configurations

Individual observations from this page, not expected speeds or a ranking. Select a model to open its report, with the source and offloading conditions. Reported context may be a limit rather than actual input length.

Model / hardwareQuant / engineReported contextGeneration
Qwen3.8 125B (6B active) Flash-Next
2× NVIDIA CMP 170HX 8GB
IQ3_XXS
Strata
512121.0 tokens/s