Back to leaderboard

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Apr 28, 2026 · Intel Xeon® Gold 6230

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

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

Global Score
80 vs 68
Hardware Fit
85 vs 59
Quality Score
78 vs 72

Hardware

qwen3:8b qwen2.5-coder:7b
MachineHP HP Z8 G4 WorkstationASUS
CPUIntel Xeon® Gold 6230Intel Gen Intel® Core™ i7-13700K
Cores8024
RAM252 GB64 GB
GPUTU104GL [Quadro RTX 5000]NVIDIA GeForce RTX 3070
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerunknown

Performance

qwen3:8b qwen2.5-coder:7b
Tokens/sec65.134.4
First chunk289 ms1991 ms
TTFT4.2 s2.0 s
Load time4.6 s40.6 s
Memory usage5.6 GB5.0 GB
Memory %2%8%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
5/20
Memory
30/30

qwen2.5-coder:7b

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

Quality

qwen3:8b

Reasoning
17/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

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

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