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qwen3.5:0.8b

OLLAMA GGUF

qwen35 · 873.44M · Q8_0

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score
18 vs 67
Hardware Fit
53 vs 67
Quality Score
3 vs 67

Hardware

qwen3.5:0.8b codestral:22b
MachineLENOVO 20L7CTO1WWNVIDIA NVIDIA_DGX_Spark
CPUIntel Core™ i5-8350UCortex-X925
Cores820
RAM23 GB122 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]Device 2e12
OSFedora Linux 43Ubuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

qwen3.5:0.8b codestral:22b
Tokens/sec9.417.2
First chunk799 ms129 ms
TTFT30.0 s129 ms
Load time3.3 s11.6 s
Memory usage1.9 GB18.9 GB
Memory %8%16%

HW Fit Score Breakdown

qwen3.5:0.8b

Speed
23/50
TTFT
0/20
Memory
30/30

codestral:22b

Speed
17/50
TTFT
20/20
Memory
30/30

Quality

qwen3.5:0.8b

Reasoning
0/20
Coding
0/20
Instruction
2/20
Structured
0/15
Math
0/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

codestral:22b

Reasoning
11/20
Coding
17/20
Instruction
9/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong
View qwen3.5:0.8b details | View codestral:22b details

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