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Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

qwen3.8:27b-bf16

OLLAMA GGUF

qwen35 · 27.3B · BF16

Excellent

Aug 22, 2026 · AMD EPYC 7713 64-Core Processor

Global Score
87 vs 85
Hardware Fit
100 vs 77
Quality Score
82 vs 88

Hardware

Ling-3.0-tiny-IQ4_… qwen3.8:27b-bf16
MachineASUSTeK COMPUTER INC. GL702VMKDell Inc. PowerEdge XE8545
CPUIntel Core™ i7-7700HQAMD EPYC 7713 64-Core Processor
Cores8128
RAM16 GB1007 GB
GPUNVIDIA GeForce GTX 1060GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]
OSMicrosoft Windows 11 Home 10.0.26200Rocky Linux 8.10
Archx64x64
Power Modebalancedunknown

Performance

Ling-3.0-tiny-IQ4_… qwen3.8:27b-bf16
Tokens/sec24.727.2
First chunk283 ms237 ms
TTFT283 ms237 ms
Load time45.8 s43.8 s
Memory usage4.3 GB68.8 GB
Memory %27%7%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

qwen3.8:27b-bf16

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

Quality

Ling-3.0-tiny-IQ4_XS:la…

Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.8:27b-bf16

Reasoning
18/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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