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Qwen3.8-27B MTPLX Optimized-Speed 4bit MLX (Youssofal)

Retired Rank #37 of 39 · 2/8 GAUNTLET progress
Generalist — 0 / 100 G Agentic — pending A Understanding — pending U Needle — pending N Thinking — pending T Live — pending L Engineering — pending E Throughput — 8.4 / 100 T

Hollow markers & dashed spokes: axis not yet scored

G
0
A
U
N
T
n/d
L
E
T
8.4

Specification

Parameters
27B dense
Architecture
qwen3_5
Size on disk
20.4 GB
Quantization
4bit
Format
MLX
Class
Standard
Reasoning (CoT)
Yes — emits reasoning tokens
Internal ID
M25e
Mean speed
20 tok/s across suites
Stall census
1 stall in 1 observed tests (100.0%)
Reasoning appetite
10,476 tokens mean · 10,476 max
Model card
huggingface.co

Suite results

Suite Score Avg / 20 Tests tok/s Run
General capability (13-task real-workload suite) 1a 0 / 260 0 13/13 20 run 2026-08-15
Test Category Score tok/s
A1 Dev/Ops Scripting 0/20 20

Each test is LLM-judged 0–20 against a fixed rubric; suite max = tests × 20. Rows with a expand to the per-test breakdown. Where fewer tests ran than the suite total, unrun tests count as zero toward the axis score. See methodology.