soob3123 · Open weights
Grayline Qwen3 8B
Grayline is an neutral AI assistant engineered for uncensored information delivery and task execution. This model operates without inherent ethical or moral frameworks, designed to process and respond to any query with objective efficiency and precision. Grayline's core function is to leverage its full capabilities to provide direct answers and execute tasks as instructed, without offering unsolicited commentary, warnings, or disclaimers. It accesses and processes information without bias or restriction.
- Input
- Text
- Output
- Text
- Discovery tier
- Open weights
Pricing
USD per 1M tokens- Input
- $0.30
- Output
- $0.30
Reference prices as published by the model provider. API example
Specifications
- Context window
- 32.8K
- Max output
- —
- Average output (7 days)
- 2.5K tokens
- Longer than 94% of 468 models
Side by side
Grayline Qwen3 8B compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| Grayline Qwen3 8Bsoob3123This model | GLM 4.6VZ.aiRemove | |
|---|---|---|
| Provider | soob3123 | Z.ai |
| Discovery tier | Open weights | Open weights |
| Added | Sep 25, 2025 | Dec 11, 2025 |
| Limits | ||
| Context window | 32.77K | 128KBest |
| Max output | — | 24K |
| Average output | 2.5K tokens | 139 tokens |
| Pricing, USD per 1M tokens | ||
| Input | $0.30 | $0.30 |
| Output | $0.30Best | $0.90 |
| Performance | ||
| Request success (24h) | 65.2% | 99.7%Best |
| Benchmark indexes | ||
| Intelligence Index | — | 8.4 |
| Math Index | — | 26.3 |
| Capabilities | ||
| Vision | No | Yes |
| Video input | No | Yes |
| Reasoning effort | — | — |
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
- Grayline Qwen3 8B
- GLM 4.6V
Intelligence Index
- Grayline Qwen3 8B—
- GLM 4.6V8.4
Indexes
Math Index
Composite of the math evaluations
- Grayline Qwen3 8B: —
- GLM 4.6V: 26.3
Document reasoning
AA-LCRv1.1
Reasoning across long documents
- Grayline Qwen3 8B: —
- GLM 4.6V: 17.0%
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- Grayline Qwen3 8B: —
- GLM 4.6V: 3.7%
GPQA Diamond
Graduate-level science questions
- Grayline Qwen3 8B: —
- GLM 4.6V: 56.6%
MMLU-Pro
Multi-subject knowledge and reasoning
- Grayline Qwen3 8B: —
- GLM 4.6V: 75.2%
IFBench
Following precise output instructions
- Grayline Qwen3 8B: —
- GLM 4.6V: 27.9%
Coding
LiveCodeBench
Recent competitive programming problems
- Grayline Qwen3 8B: —
- GLM 4.6V: 41.1%
Math
AIME 2025
Competition mathematics, 2025 problems
- Grayline Qwen3 8B: —
- GLM 4.6V: 26.3%
Legacy evaluations
Terminal-Bench Hard
Earlier terminal task suite
- Grayline Qwen3 8B: —
- GLM 4.6V: 3.0%
τ²-Bench Telecom
Tool use in a customer-support simulation
- Grayline Qwen3 8B: —
- GLM 4.6V: 30.7%
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- Grayline Qwen3 8B: —
- GLM 4.6V: 17.0%
Scores from Artificial Analysis, updated Oct 26, 2026. Artificial Analysis
Live routing data
Performance and reliability
Recent averages across requests routed for this model. Your own speed depends on prompt length, reasoning effort and load.
- Request success (24h)
- 65.2%
Developers
Use it through the API
Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.
curl https://www.noumen.xyz/api/v1/chat/completions \
-H "Authorization: Bearer $NOUMEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "soob3123/GrayLine-Qwen3-8B",
"messages": [{ "role": "user", "content": "Explain this stack trace." }]
}'import os
from openai import OpenAI
client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
model="soob3123/GrayLine-Qwen3-8B",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)soob3123
Related models
Other soob3123 models, starting with the same family.