Back to leaderboard

qwen3.5:122b-a10b

OLLAMA GGUF

qwen35moe · 125.1B · Q4_K_M

Excellent

Mar 12, 2026 · AMD RYZEN AI MAX+ 395

orca-mini:3b

OLLAMA GGUF

llama · 3B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score
80 vs 47
Hardware Fit
52 vs 100
Quality Score
92 vs 24

Hardware

qwen3.5:122b-a10b orca-mini:3b
MachineAZW GTR ProMacBook Air
CPUAMD RYZEN AI MAX+ 395Apple M4
Cores3210
RAM125 GB32 GB
GPURadeon 8060SApple M4
OSUbuntu 24.04.4 LTSmacOS 26.3
Archx64arm64
Power Modeperformancebalanced

Performance

qwen3.5:122b-a10b orca-mini:3b
Tokens/sec19.130.6
First chunk467 msN/A
TTFT467 ms126 ms
Load time30.0 s0.4 s
Memory usage89.3 GB2.6 GB
Memory %72%8%

HW Fit Score Breakdown

qwen3.5:122b-a10b

Speed
18/50
TTFT
20/20
Memory
14/30

orca-mini:3b

Speed
40/50
TTFT
30/20
Memory
30/30

Quality

qwen3.5:122b-a10b

Reasoning
19/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

orca-mini:3b

Reasoning
2/20
Coding
2/20
Instruction
13/20
Structured
3/15
Math
1/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Poor Math: Poor Multilingual: Weak
View qwen3.5:122b-a10b details | View orca-mini: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