Back to leaderboard

qwopus3.6-35b-a3b-coder-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Excellent

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

yi-coder-1.5b-chat

LM-STUDIO GGUF

llama · 1.5B · Q4_K_M

Marginal

Mar 7, 2026 · Intel Core™ i5-5300U

Global Score
84 vs 45
Hardware Fit
79 vs 67
Quality Score
86 vs 35

Hardware

qwopus3.6-35b-a3b-… yi-coder-1.5b-chat
MachineASUSLENOVO 20BUS00700
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Core™ i5-5300U
Cores164
RAM31 GB16 GB
GPUNVIDIA GeForce RTX 4090, RaphaelIntel(R) HD Graphics 5500
OScachyos rollingMicrosoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modelow-powerbalanced

Performance

qwopus3.6-35b-a3b-… yi-coder-1.5b-chat
Tokens/sec106.27.7
First chunk3 ms2668 ms
TTFT271 ms2.7 s
Load timeN/AN/A
Memory usage25.0 GB0.9 GB
Memory %82%6%

HW Fit Score Breakdown

qwopus3.6-35b-a3b-coder…

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

yi-coder-1.5b-chat

Speed
26/50
TTFT
17/20
Memory
24/30

Quality

qwopus3.6-35b-a3b-coder…

Reasoning
16/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

yi-coder-1.5b-chat

Reasoning
4/20
Coding
12/20
Instruction
6/20
Structured
6/15
Math
1/15
Multilingual
6/10
Reasoning: Poor Coding: Adequate Instruction Following: Weak Structured Output: Weak Math: Poor Multilingual: Adequate

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