NVIDIA RTX 6000 Ada llama.cpp: Qwen3 30B A3B (Q4_K) prompt processing at 4k context
3888.0 tok/s (pp4k, per-request batch-1)
Fields
id
benchmarks/hc26-6000ada-qwen3-30b-a3b-q4k-4k-ppMetric
prefill_tok_s
Value
3,888
Unit
tok/s (pp4k, per-request batch-1)
Model
Qwen3 30B A3B (Q4_K)
Methodology
THIRD-PARTY MEASURED (Hardware Corner GPU LLM Benchmarks page, tables dated March 2026). llama.cpp llama-bench, GGUF, single GPU, batch-1. NVIDIA RTX 6000 Ada. Qwen3 30B A3B (Q4_K). Number is the 4k-context column of the Prompt Processing table: context depth the run was measured at, not a fixed pp512/tg128. Per-request, NOT aggregate.
Measured by
third_party
Reproducible
yes