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Qwen3.5-9B

Qwen family · 10.0B params

2recorded runs
51.9best tok/s
1verified

Evidence: 1 sourced run · 1 awaiting review · 1 independent source · first recorded Aug 18, 2026 · last recorded Sep 4, 2026. What these labels mean.

What the Qwen3.5-9B numbers mean

The fastest verified result on our board is 51.9 output tok/s on an RTX 3060 at Q4_K_M with a 32768-token context. That is about 19.3 ms per generated token — 500 tokens takes roughly 9.6 seconds. Prompt processing on the same record runs at 1457.9 tok/s, so a 2,000-token prompt is read in about 1.4 seconds. Peak VRAM was measured at 5.7 GB. Across the 2 records we hold for this model the range is 38.6–51.9 tok/s on 2 GPUs, because quantisation, context length and the engine build all move the number.

How much VRAM does Qwen3.5-9B need?

Qwen3.5-9B has 10.0B parameters. These estimates use the same formula as the VRAM calculator: weights, plus about 15% for a moderate-context KV cache and runtime overhead, plus a small engine floor.

QuantisationEstimated VRAMSmallest card that fits
Q4_K_M (4-bit)7.3 GB12 GB
Q8_0 (8-bit)13.0 GB16 GB
FP16 (16-bit)23.8 GB32 GB

Long contexts and large batches raise the real number — read the smallest card as "possible with a reduced context". Measured throughput is on the benchmark board.

Fastest GPUs for this model (best tok/s)
  1. RTX 306051.9
  2. Tenstorrent P15038.6

Models with a similar footprint

ModelParamsQ4_K_M weights
GLM-4.6V-Flash10B5.6 GB
Ornith-1.5-9B10B5.6 GB
Carnice-9b9B5.1 GB
DeepSeek-V4-Pro-Qwen3.5-9B-MTP9B5.1 GB
Huihui-Qwythos-9B-Claude-Mythos-5-1M-abliterated-i19B5.1 GB
NVIDIA-Nemotron-Nano-9B-v29B5.1 GB

Ranked by distance from Qwen3.5-9B's parameter count. Full benchmark board.

All benchmarks Methodology

GPUModelQuantBackendCtx tok/sprompt tok/sVRAM GBSource
RTX 3060 · 12 GBQwen3.5-9BQ4_K_Mllama.cpp b104433276851.9 ✓1457.95.7src
Tenstorrent P150 · 32 GBQwen3.5-9Bbfp_bf4vllm —204838.6 …795.6—src
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