Back to leaderboard

stablelm-2-zephyr-1.6b

LM-STUDIO GGUF

stablelm · 1.6B · Q4_K_M

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score
35 vs 68
Hardware Fit
61 vs 59
Quality Score
24 vs 72

Hardware

stablelm-2-zephyr-… qwen2.5-coder:7b
MachineLENOVO 20BUS00700ASUS
CPUIntel Core™ i5-5300UIntel Gen Intel® Core™ i7-13700K
Cores424
RAM16 GB64 GB
GPUIntel(R) HD Graphics 5500NVIDIA GeForce RTX 3070
OSMicrosoft Windows 10 Professionnel 10.0.19045Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedunknown

Performance

stablelm-2-zephyr-… qwen2.5-coder:7b
Tokens/sec6.534.4
First chunk3080 ms1991 ms
TTFT3.1 s2.0 s
Load timeN/A40.6 s
Memory usage1.0 GB5.0 GB
Memory %6%8%

HW Fit Score Breakdown

stablelm-2-zephyr-1.6b

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

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

Quality

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

qwen2.5-coder:7b

Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View stablelm-2-zephyr-… details | View qwen2.5-coder:7b 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