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google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
68 vs 66
Hardware Fit
93 vs 51
Quality Score
57 vs 73

Hardware

google/gemma-4-e4b ornith-1.5-9b_hybr…
MachineLENOVO 82JQMicro-Star International Co., Ltd. MS-7C37
CPUAMD Ryzen 7 5800HAMD Ryzen 9 3900X 12-Core Processor
Cores1624
RAM16 GB128 GB
GPUNVIDIA GeForce RTX 3060 Laptop GPUIntel(R) Arc(TM) Pro B70 Graphics
OSMicrosoft Windows 11 家庭版 中文版 10.0.26100Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

google/gemma-4-e4b ornith-1.5-9b_hybr…
Tokens/sec26.25.4
First chunk17 ms39 ms
TTFT572 ms940 ms
Load timeN/AN/A
Memory usage6.5 GB10.7 GB
Memory %41%8%

HW Fit Score Breakdown

google/gemma-4-e4b

Speed
46/50
TTFT
20/20
Memory
27/30

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
Memory
30/30

Quality

google/gemma-4-e4b

Reasoning
17/20
Coding
19/20
Instruction
4/20
Structured
4/15
Math
12/15
Multilingual
1/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Weak Math: Strong Multilingual: Poor

ornith-1.5-9b_hybrid-im…

Reasoning
14/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate 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