qwen3.5:35b-a3b-q4_K_M

qwen35moe · 36.0B · Q4_K_M

Dell Inc. Precision Tower 7910 (Intel Xeon® E5-2637 v3)

96 GB · Microsoft Windows 10 Pro 10.0.19045

Tested on July 31, 2026 · Submitted by Csaba

Top 33% Compare

Global Score

81 /100

Excellent

Hardware Fit

72/100

Quality

85/100

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Ollama

ollama pull qwen3.5:35b-a3b-q4_K_M

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ollama.com/library/qwen3.5

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GGUF versions & quantizations

Hardware

Machine: Dell Inc. Precision Tower 7910
CPU: Intel Xeon® E5-2637 v3
Cores: 16 total (16 perf)
Frequency: 3.5 GHz
RAM: 96 GB DDR4
GPU: NVIDIA GeForce RTX 5060 Ti
OS: Microsoft Windows 10 Pro 10.0.19045
Arch: x64
Power Mode: balanced

Performance

Tokens/sec Tokens generated per second — higher is better: 24.2
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±0.7
First chunk latency Delay before the first streamed chunk arrives from runtime: 1.6 s
Time to first token How fast the model starts responding — lower is better: 1.6 s
Load time Time to load the model into memory before inference: 66.4 s
Memory usage RAM consumed during inference — percentage of total system memory: 22.7 GB (24%)
Total tokens Total number of tokens generated across all benchmark prompts: 1083

Score breakdown

Speed

28/50

Time to first token

14/20

Memory

30/30

Quality

Reasoning

16/20

Coding

18/20

Instruction following

15/20

Structured output

15/15

Math

11/15

Multilingual

10/10

Category levels

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.32.1
Model format: GGUF
Hardware profile: HIGH-END
Result hash: 1d5aceaea66065b8ee1e94139ef9b526606736b6b7cb010168d4debdb79c61ec

Interpretation

Hardware fit: 72/100. Overall suitability: EXCELLENT (Global 81/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Adequate, Multilingual: Strong.

Bench Environment

CPU load: avg 28% (peak 38%)

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