Back to leaderboard

qwen3.6-27b-mtp

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

prism-ml/bonsai-27b

LM-STUDIO GGUF

qwen35 · 27B · Q1_0

Excellent

Sep 20, 2026 · AMD Ryzen 9 8940HX

Global Score
87 vs 81
Hardware Fit
82 vs 95
Quality Score
89 vs 75

Hardware

qwen3.6-27b-mtp prism-ml/bonsai-27b
MachineASUSASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PH
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorAMD Ryzen 9 8940HX
Cores1632
RAM31 GB15 GB
GPUNVIDIA GeForce RTX 4090, RaphaelNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610M
OScachyos rollingMicrosoft Windows 11 Home Single Language 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

qwen3.6-27b-mtp prism-ml/bonsai-27b
Tokens/sec43.933.6
First chunk10 ms20 ms
TTFT329 ms409 ms
Load timeN/AN/A
Memory usage23.1 GB5.3 GB
Memory %76%35%

HW Fit Score Breakdown

qwen3.6-27b-mtp

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

prism-ml/bonsai-27b

Speed
46/50
TTFT
20/20
Memory
29/30

Quality

qwen3.6-27b-mtp

Reasoning
18/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

prism-ml/bonsai-27b

Reasoning
17/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate 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