Back to leaderboard

orca-mini:7b

OLLAMA GGUF

llama · 7B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

qwen/qwen3.6-35b-a3b

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
55 vs 80
Hardware Fit
98 vs 60
Quality Score
37 vs 88

Hardware

orca-mini:7b qwen/qwen3.6-35b-a3b
MachineMacBook AirSystem manufacturer
CPUApple M4AMD Ryzen 7 5800X 8-Core Processor
Cores1016
RAM32 GB31 GB
GPUApple M4Navi 44 [Radeon RX 9060 XT]
OSmacOS 26.3Ubuntu 26.04.1 LTS
Archarm64x64
Power Modebalancedperformance

Performance

orca-mini:7b qwen/qwen3.6-35b-a3b
Tokens/sec24.415.0
First chunkN/A49 ms
TTFT219 ms759 ms
Load time0.4 sN/A
Memory usage5.8 GB22.2 GB
Memory %18%71%

HW Fit Score Breakdown

orca-mini:7b

Speed
38/50
TTFT
30/20
Memory
30/30

qwen/qwen3.6-35b-a3b

Speed
25/50
TTFT
20/20
Memory
15/30

Quality

orca-mini:7b

Reasoning
8/20
Coding
1/20
Instruction
8/20
Structured
10/15
Math
2/15
Multilingual
8/10
Reasoning: Weak Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Poor Multilingual: Strong

qwen/qwen3.6-35b-a3b

Reasoning
16/20
Coding
18/20
Instruction
17/20
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