Qwen · Open weights
Qwen3.5 27B TEE
Qwen3.5 27B is a native vision-language dense model optimized for fast responses while balancing quality and inference speed. Running inside a TEE (Trusted Execution Environment), with provider attestation support.
- Vision
- Video input
- Input
- Text, Images, Video
- Output
- Text
- Discovery tier
- Open weights
Pricing
USD per 1M tokens- Input
- $0.30
- Output
- $2.40
Reference prices as published by the model provider. API example
Specifications
- Context window
- 262.1K
- Max output
- 65.5K
- Average output (7 days)
- 1.4K tokens
- Longer than 82% of 468 models
Side by side
Qwen3.5 27B TEE compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| Qwen3.5 27B TEEQwenThis model | GPT 5OpenAIRemove | |
|---|---|---|
| Provider | Qwen | OpenAI |
| Discovery tier | Open weights | Frontier |
| Added | Mar 13, 2026 | Aug 7, 2025 |
| Limits | ||
| Context window | 262.14K | 400KBest |
| Max output | 65.54K | 128KBest |
| Average output | 1.4K tokens | 411 tokens |
| Pricing, USD per 1M tokens | ||
| Input | $0.30Best | $1.25 |
| Output | $2.40Best | $10.00 |
| Cache read | — | $0.13 |
| Benchmark indexes | ||
| Intelligence Index | 22.9 | 23.0Best |
| Coding Index | — | 37.8 |
| Math Index | — | 94.3 |
| Capabilities | ||
| Reasoning | No | Yes |
| Tools | No | Yes |
| Vision | Yes | Yes |
| Structured output | No | Yes |
| PDF input | No | Yes |
| Video input | Yes | No |
| Reasoning effort | — | minimal, low, medium, high |
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
- Qwen3.5 27B TEE
- GPT 5
Intelligence Index
- Qwen3.5 27B TEE22.9
- GPT 523.0
Qwen3.5 27B TEE: Better than 56% of 326 scored models
Indexes
Coding Index
Composite of the coding evaluations
- Qwen3.5 27B TEE: —
- GPT 5: 37.8
Math Index
Composite of the math evaluations
- Qwen3.5 27B TEE: —
- GPT 5: 94.3
Agentic work
GDPval-AAv2.1
Economically valuable occupational tasks, rated head to head
- Qwen3.5 27B TEE: —
- GPT 5: 918 Elo
Document reasoning
AA-LCRv1.1
Reasoning across long documents
- Qwen3.5 27B TEE: 77.7%
- GPT 5: 78.2%Top
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- Qwen3.5 27B TEE: 23.9%
- GPT 5: 28.5%Top
GPQA Diamond
Graduate-level science questions
- Qwen3.5 27B TEE: 85.8%Top
- GPT 5: 85.4%
MMLU-Pro
Multi-subject knowledge and reasoning
- Qwen3.5 27B TEE: —
- GPT 5: 87.1%
IFBench
Following precise output instructions
- Qwen3.5 27B TEE: 75.6%Top
- GPT 5: 73.1%
Coding
LiveCodeBench
Recent competitive programming problems
- Qwen3.5 27B TEE: —
- GPT 5: 84.6%
Math
AIME 2025
Competition mathematics, 2025 problems
- Qwen3.5 27B TEE: —
- GPT 5: 94.3%
AIME
Competition mathematics
- Qwen3.5 27B TEE: —
- GPT 5: 95.7%
MATH-500
Competition math problems
- Qwen3.5 27B TEE: —
- GPT 5: 99.4%
Legacy evaluations
Terminal-Bench Hard
Earlier terminal task suite
- Qwen3.5 27B TEE: 32.6%Top
- GPT 5: 32.6%Top
τ²-Bench Telecom
Tool use in a customer-support simulation
- Qwen3.5 27B TEE: 93.9%Top
- GPT 5: 84.8%
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- Qwen3.5 27B TEE: 77.7%
- GPT 5: 78.2%Top
Scores from Artificial Analysis, updated Oct 26, 2026. Artificial Analysis
- Qwen3.5 27B TEE
- GPT 5
| Leaderboard | Qwen3.5 27B TEE | GPT 5 |
|---|---|---|
| Vision Style Control · Captioning | Not in top 20 | #11 · 1196.0 |
| Vision Style Control · Entity Recognition | Not in top 20 | #4 · 1261.5 |
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
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": "TEE/qwen3.5-27b",
"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="TEE/qwen3.5-27b",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)Qwen
Related models
Other Qwen models, starting with the same family.