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qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score
68 vs 67
Hardware Fit
100 vs 67
Quality Score
54 vs 67

Hardware

qwen2.5-coder:1.5b codestral:22b
MachineLENOVO 20U30029MBNVIDIA NVIDIA_DGX_Spark
CPUIntel Core™ i5-10210UCortex-X925
Cores820
RAM15 GB122 GB
GPUCometLake-U GT2 [UHD Graphics]Device 2e12
OSPop 24.04 LTSUbuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

qwen2.5-coder:1.5b codestral:22b
Tokens/sec21.817.2
First chunk499 ms129 ms
TTFT499 ms129 ms
Load time4.4 s11.6 s
Memory usage1.5 GB18.9 GB
Memory %10%16%

HW Fit Score Breakdown

qwen2.5-coder:1.5b

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

codestral:22b

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

Quality

qwen2.5-coder:1.5b

Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Strong

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

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