Back to leaderboard

ornith-1.5-35b-a3b

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Excellent

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

Global Score
86 vs 76
Hardware Fit
92 vs 45
Quality Score
84 vs 89

Hardware

ornith-1.5-35b-a3b Gemma4-31B:31B
MachineGMKtec EVO-X3GMKtec NucBox EVO-T2S
CPUAMD RYZEN AI MAX+ 395Intel Core™ Ultra X7 358H
Cores3216
RAM120 GB64 GB
GPUAMD Radeon(TM) 8060S GraphicsIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Pro 10.0.26300Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

ornith-1.5-35b-a3b Gemma4-31B:31B
Tokens/sec57.43.8
First chunk20 ms3536 ms
TTFT367 ms3.5 s
Load time51.1 s19.6 s
Memory usage66.6 GB19.9 GB
Memory %56%31%

HW Fit Score Breakdown

ornith-1.5-35b-a3b

Speed
50/50
TTFT
20/20
Memory
22/30

Gemma4-31B:31B

Speed
5/50
TTFT
10/20
Memory
30/30

Quality

ornith-1.5-35b-a3b

Reasoning
14/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Gemma4-31B:31B

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
14/15
Multilingual
9/10
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