Back to leaderboard

qwen2.5-coder-1.5b-instruct

LM-STUDIO GGUF

qwen2 · 1.5B · Q4_K_M

Good

Mar 6, 2026 · Intel Core™ i5-5300U

stablelm-2-zephyr-1.6b

LM-STUDIO GGUF

stablelm · 1.6B · Q4_K_M

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score
61 vs 35
Hardware Fit
69 vs 61
Quality Score
57 vs 24

Hardware

qwen2.5-coder-1.5b… stablelm-2-zephyr-…
MachineLENOVO 20BUS00700LENOVO 20BUS00700
CPUIntel Core™ i5-5300UIntel Core™ i5-5300U
Cores44
RAM16 GB16 GB
GPUIntel(R) HD Graphics 5500Intel(R) HD Graphics 5500
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5-coder-1.5b… stablelm-2-zephyr-…
Tokens/sec7.36.5
First chunk2369 ms3080 ms
TTFT2.4 s3.1 s
Load timeN/AN/A
Memory usage0.9 GB1.0 GB
Memory %6%6%

HW Fit Score Breakdown

qwen2.5-coder-1.5b-inst…

Speed
25/50
TTFT
18/20
Memory
26/30

stablelm-2-zephyr-1.6b

Speed
23/50
TTFT
16/20
Memory
22/30

Quality

qwen2.5-coder-1.5b-inst…

Reasoning
9/20
Coding
12/20
Instruction
13/20
Structured
12/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

stablelm-2-zephyr-1.6b

Reasoning
2/20
Coding
2/20
Instruction
8/20
Structured
6/15
Math
2/15
Multilingual
4/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Weak

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