Back to leaderboard

qwen3.6-35b-a3b-claude-4.7-opus-reasoning-distilled-apex-mtp

LM-STUDIO GGUF

qwen35moe · 35B

Excellent

Jun 19, 2026 · AMD Ryzen 5 5600X 6-Core Processor

winnow-12b

LM-STUDIO GGUF

gemma4 · 12B · Q8_0

Good

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

Global Score
92 vs 77
Hardware Fit
87 vs 38
Quality Score
94 vs 93

Hardware

qwen3.6-35b-a3b-cl… winnow-12b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROGMKtec EVO-X3
CPUAMD Ryzen 5 5600X 6-Core ProcessorAMD RYZEN AI MAX+ 395
Cores1232
RAM47 GB120 GB
GPUAD106 [GeForce RTX 4060 Ti]AMD Radeon(TM) 8060S Graphics
OScachyos rollingMicrosoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modelow-powerbalanced

Performance

qwen3.6-35b-a3b-cl… winnow-12b
Tokens/sec42.612.9
First chunk13 ms19 ms
TTFT3.1 s9.7 s
Load timeN/A86.2 s
Memory usage23.2 GB51.3 GB
Memory %49%43%

HW Fit Score Breakdown

qwen3.6-35b-a3b-claude-…

Speed
50/50
TTFT
12/20
Memory
25/30

winnow-12b

Speed
11/50
TTFT
0/20
Memory
27/30

Quality

qwen3.6-35b-a3b-claude-…

Reasoning
20/20
Coding
16/20
Instruction
19/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

winnow-12b

Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest