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Qwen3.8-27B MLX 8bit (lmstudio-community)
Tested Rank #39 of 39 · 2/8 GAUNTLET progress
Hollow markers & dashed spokes: axis not yet scored
G
—
A
87.5
U
—
N
—
T
n/d
L
—
E
—
T
6.6
Specification
- Parameters
- 27B dense
- Architecture
- qwen3_5
- Size on disk
- 28 GB
- Quantization
- 8bit
- Format
- MLX
- Class
- Standard
- Reasoning (CoT)
- Yes — emits reasoning tokens
- Internal ID
- M25g
- Mean speed
- 15.8 tok/s across suites
- Model card
- huggingface.co
Suite results
Suite Score Avg / 20 Tests tok/s Run
Agentic tool-calling & protocol adherence 1b 140 / 160 20 7/8 15.8 run 2026-08-20
| Test | Category | Score | tok/s | |
|---|---|---|---|---|
| WA1 | Tool Calling & Protocol Adherence | 20/20 | 15.1 | |
| WA2 | Tool Calling & Protocol Adherence | 20/20 | 15.8 | |
| WA3 | Tool Calling & Protocol Adherence | 20/20 | 16.4 | |
| WA4 | Tool Calling & Protocol Adherence | 20/20 | 14.9 | |
| WA5 | Tool Calling & Protocol Adherence | 20/20 | 17.4 | |
| WB1 | Agent Robustness & State Management | 20/20 | 15.5 | |
| WB2 | Agent Robustness & State Management | 20/20 | 15.5 |
Category mean Tool Calling & Protocol Adherence 20Agent Robustness & State Management 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.