Back to leaderboard

llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

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

Global Score
81 vs 68
Hardware Fit
100 vs 59
Quality Score
73 vs 72

Hardware

llama-3.1-8b-instr… qwen2.5-coder:7b
MachineASUSASUS
CPUAMD Ryzen 5 5500Intel Gen Intel® Core™ i7-13700K
Cores1224
RAM31 GB64 GB
GPUNavi 44 [Radeon RX 9060 XT]NVIDIA GeForce RTX 3070
OSNobara Linux 43Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modeperformanceunknown

Performance

llama-3.1-8b-instr… qwen2.5-coder:7b
Tokens/sec35.634.4
First chunk52 ms1991 ms
TTFT256 ms2.0 s
Load timeN/A40.6 s
Memory usage8.6 GB5.0 GB
Memory %28%8%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

qwen2.5-coder:7b

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

Quality

llama-3.1-8b-instruct

Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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
View llama-3.1-8b-instr… 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