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

LM-STUDIO GGUF

qwen35moe · 35B

Excellent

Jul 17, 2026 · Apple M5 Max

starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Jun 26, 2026 · Cortex-A78AE

Global Score

90 vs 35

Hardware Fit

98 vs 100

Quality Score

86 vs 7

Hardware

qwen3.6-35b-a3b-cl… starcoder2:3b

MachineMacBook ProNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super

CPUApple M5 MaxCortex-A78AE

Cores186

RAM64 GB7 GB

GPUApple M5 MaxIntegrated / Unknown

OSmacOS 27.0Ubuntu 22.04.5 LTS

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.6-35b-a3b-cl… starcoder2:3b

Tokens/sec86.631.5

First chunk13 ms392 ms

TTFT143 ms392 ms

Load timeN/A4.8 s

Memory usage23.9 GB1.8 GB

Memory %37%24%

HW Fit Score Breakdown

qwen3.6-35b-a3b-claude-…

Speed

50/50

TTFT

20/20

Memory

28/30

starcoder2:3b

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

qwen3.6-35b-a3b-claude-…

Reasoning

18/20

Coding

17/20

Instruction

14/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

starcoder2:3b

Reasoning

0/20

Coding

3/20

Instruction

1/20

Structured

0/15

Math

1/15

Multilingual

2/10

Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

View qwen3.6-35b-a3b-cl… details | View starcoder2:3b details

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