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Qwen3.8-27B-Ridge-3.7bpw_empero.ai:latest

OLLAMA GGUF

qwen35 · 27.3B · IQ2_M

Good

Aug 27, 2026 · AMD Ryzen 7 9700X 8-Core Processor

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
75 vs 72
Hardware Fit
99 vs 71
Quality Score
64 vs 72

Hardware

Qwen3.8-27B-Ridge-… gemma4:e2b
MachineMicro-Star International Co., Ltd. MS-7E51Dell Inc. Inspiron 15 3530
CPUAMD Ryzen 7 9700X 8-Core ProcessorIntel Gen Intel® Core™ i7-1355U
Cores1612
RAM31 GB31 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsRaptor Lake-P [Iris Xe Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

Qwen3.8-27B-Ridge-… gemma4:e2b
Tokens/sec60.310.8
First chunk154 ms1408 ms
TTFT154 ms1.4 s
Load time0.0 s6.0 s
Memory usage11.0 GB7.2 GB
Memory %35%23%

HW Fit Score Breakdown

Qwen3.8-27B-Ridge-3.7bp…

Speed
50/50
TTFT
20/20
Memory
29/30

gemma4:e2b

Speed
21/50
TTFT
20/20
Memory
30/30

Quality

Qwen3.8-27B-Ridge-3.7bp…

Reasoning
20/20
Coding
17/20
Instruction
6/20
Structured
1/15
Math
14/15
Multilingual
6/10
Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Adequate

gemma4:e2b

Reasoning
10/20
Coding
16/20
Instruction
14/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Weak Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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