Back to leaderboard

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

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

Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

Global Score
68 vs 87
Hardware Fit
59 vs 100
Quality Score
72 vs 82

Hardware

qwen2.5-coder:7b Ling-3.0-tiny-IQ4_…
MachineASUSASUSTeK COMPUTER INC. GL702VMK
CPUIntel Gen Intel® Core™ i7-13700KIntel Core™ i7-7700HQ
Cores248
RAM64 GB16 GB
GPUNVIDIA GeForce RTX 3070NVIDIA GeForce GTX 1060
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeunknownbalanced

Performance

qwen2.5-coder:7b Ling-3.0-tiny-IQ4_…
Tokens/sec34.424.7
First chunk1991 ms283 ms
TTFT2.0 s283 ms
Load time40.6 s45.8 s
Memory usage5.0 GB4.3 GB
Memory %8%27%

HW Fit Score Breakdown

qwen2.5-coder:7b

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

Ling-3.0-tiny-IQ4_XS:la…

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

Quality

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

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

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