Back to leaderboard

qwen3.5:35b-a3b

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Excellent

Mar 22, 2026 · AMD RYZEN AI MAX+ 395

deepseek-r1:70b

OLLAMA GGUF

llama · 70.6B · Q4_K_M

Not Rec.

Jun 27, 2026 · Cortex-X925

Global Score
88 vs 47
Hardware Fit
90 vs 51
Quality Score
87 vs 45

Hardware

qwen3.5:35b-a3b deepseek-r1:70b
MachineAZW GTR ProNVIDIA NVIDIA_DGX_Spark
CPUAMD RYZEN AI MAX+ 395Cortex-X925
Cores3220
RAM125 GB122 GB
GPURadeon 8060SDevice 2e12
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64arm64
Power Modeperformanceperformance

Performance

qwen3.5:35b-a3b deepseek-r1:70b
Tokens/sec42.04.7
First chunk243 ms557 ms
TTFT243 ms557 ms
Load time9.7 s52.6 s
Memory usage32.1 GB49.5 GB
Memory %26%41%

HW Fit Score Breakdown

qwen3.5:35b-a3b

Speed
40/50
TTFT
20/20
Memory
30/30

deepseek-r1:70b

Speed
4/50
TTFT
20/20
Memory
27/30

Quality

qwen3.5:35b-a3b

Reasoning
17/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

deepseek-r1:70b

Reasoning
3/20
Coding
1/20
Instruction
14/20
Structured
9/15
Math
8/15
Multilingual
10/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Adequate Multilingual: Strong
View qwen3.5:35b-a3b details | View deepseek-r1:70b 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