Qwen2.5-VL-32B

v20251020

Alibaba

Modelvisionmultimodalopen-sourcecost-effective
82
Strong
About This Model

Advanced multimodal vision-language model from Alibaba achieving 42.9% on SWE-bench. Specialized for vision tasks with strong image understanding and competitive pricing.

Last Evaluated: November 8, 2025
Official Website

Trust Vector Analysis

Dimension Breakdown

🚀Performance & Reliability
+

Strong vision capabilities with good coding performance. 32B parameter size provides good balance.

task accuracy code

Standard coding benchmarks

Evidence
SWE-bench Verified42.9% resolution rate
HumanEval75.3% accuracy
highVerified: 2025-11-08
task accuracy reasoning

Reasoning benchmarks

Evidence
MATH Benchmark71.8% on mathematical reasoning
highVerified: 2025-11-08
task accuracy general

Knowledge testing

Evidence
MMLU68.5% on knowledge
highVerified: 2025-11-08
vision accuracy

Vision-specific benchmarks

Evidence
Visual BenchmarksStrong performance on vision tasks
highVerified: 2025-11-08
output consistency

Internal testing

Evidence
Qwen DocumentationGood consistency
mediumVerified: 2025-11-08
latency p50

Median latency

Evidence
Qwen Performance~1.6s response time
mediumVerified: 2025-11-08
context window

Official specification

Evidence
Qwen Documentation32K tokens
highVerified: 2025-11-08
uptime

Historical data

Evidence
Alibaba Cloud Status97.5% uptime
mediumVerified: 2025-11-08
🛡️Security
+

Adequate security with standard guardrails.

prompt injection resistance

OWASP testing

Evidence
Qwen SafetyStandard resistance
mediumVerified: 2025-11-08
jailbreak resistance

Adversarial testing

Evidence
Qwen SafetyBasic guardrails
mediumVerified: 2025-11-08
data leakage prevention

Policy analysis

Evidence
Alibaba PrivacyStandard practices
mediumVerified: 2025-11-08
output safety

Safety testing

Evidence
Qwen SafetyBasic safety filtering
mediumVerified: 2025-11-08
api security

Security review

Evidence
Alibaba Cloud SecurityStandard API security
highVerified: 2025-11-08
🔒Privacy & Compliance
+

Limited privacy for Western markets. Asian data residency.

data residency

Documentation review

Evidence
Alibaba CloudAsian data centers
highVerified: 2025-11-08
training data optout

Policy analysis

Evidence
Alibaba PrivacyOpt-out available
mediumVerified: 2025-11-08
data retention

Policy review

Evidence
Alibaba Terms90-day default
mediumVerified: 2025-11-08
pii handling

Documentation review

Evidence
Alibaba DocumentationCustomer responsible
mediumVerified: 2025-11-08
compliance certifications

Certification verification

Evidence
Alibaba ComplianceISO 27001, limited Western certs
mediumVerified: 2025-11-08
zero data retention

Policy review

Evidence
Alibaba CloudNo zero retention
mediumVerified: 2025-11-08
👁️Trust & Transparency
+

Moderate transparency with standard safety features.

explainability

Feature evaluation

Evidence
Qwen FeaturesBasic explanation
mediumVerified: 2025-11-08
hallucination rate

QA testing

Evidence
Community TestingModerate rate
mediumVerified: 2025-11-08
bias fairness

Bias testing

Evidence
Qwen ResearchBasic mitigation
mediumVerified: 2025-11-08
uncertainty quantification

Confidence assessment

Evidence
Model BehaviorBasic expression
mediumVerified: 2025-11-08
model card quality

Documentation review

Evidence
Qwen DocumentationGood technical docs
highVerified: 2025-11-08
training data transparency

Disclosure review

Evidence
Qwen ResearchLimited disclosure
mediumVerified: 2025-11-08
guardrails

Safety analysis

Evidence
Qwen SafetyStandard guardrails
mediumVerified: 2025-11-08
⚙️Operational Excellence
+

Good operational quality with open-source license.

api design quality

API review

Evidence
Alibaba Cloud APIStandard API design
highVerified: 2025-11-08
sdk quality

SDK review

Evidence
Qwen SDKsPython SDK available
highVerified: 2025-11-08
versioning policy

Policy review

Evidence
Alibaba CloudBasic versioning
mediumVerified: 2025-11-08
monitoring observability

Tool review

Evidence
Alibaba Cloud ConsoleBasic monitoring
mediumVerified: 2025-11-08
support quality

Support assessment

Evidence
Alibaba SupportStandard support
mediumVerified: 2025-11-08
ecosystem maturity

Ecosystem analysis

Evidence
Qwen CommunityGrowing ecosystem
mediumVerified: 2025-11-08
license terms

License review

Evidence
Qwen LicenseApache 2.0 license
highVerified: 2025-11-08
Strengths
  • +Strong vision capabilities for image understanding
  • +Apache 2.0 open-source license
  • +Competitive pricing for vision model
  • +Good for visual data analysis and education
  • +32B parameters provide good capability/efficiency balance
  • +Strong for Asian languages and markets
Limitations
  • !Limited data residency for Western markets
  • !90-day data retention (not ephemeral)
  • !Fewer compliance certifications for Western markets
  • !Smaller context window (32K tokens)
  • !Lower coding benchmarks (42.9% SWE-bench)
  • !Growing but less mature ecosystem
Metadata
pricing
input: $0.40 per 1M tokens
output: $1.20 per 1M tokens
notes: Highly competitive pricing for vision model
context window: 32768
languages
0: English
1: Chinese
2: Japanese
3: Korean
4: Vietnamese
5: Thai
6: Arabic
7: French
8: Spanish
modalities
0: text
1: image
2: video
api endpoint: https://dashscope.aliyuncs.com/api/v1/services/aigc/multimodal-generation/generation
open source: true
architecture: 32B vision-language model with Apache 2.0 license
parameters: 32 billion

Use Case Ratings

code generation

Good coding with vision support. Useful for UI/UX code generation from images.

customer support

Strong for visual customer support. Can analyze product images and screenshots.

content creation

Good for content with visual elements. Can describe and analyze images.

data analysis

Excellent for visual data analysis. Can analyze charts, graphs, and diagrams.

research assistant

Strong for research with visual materials. Can analyze papers with diagrams.

legal compliance

Limited compliance for Western markets. Data residency concerns.

healthcare

Good for medical image analysis but limited Western compliance.

financial analysis

Good for analyzing financial charts and visual reports.

education

Excellent for education with visual learning materials. Can explain diagrams.

creative writing

Good for visual storytelling and image-based creative content.