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GLM-5.3 vs Qwen3 VL 30B A3B Instruct

Comparing GLM-5.3 and Qwen3 VL 30B A3B Instruct across benchmarks, pricing, and capabilities.

Zhipu AI · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

GLM-5.3 and Qwen3 VL 30B A3B Instruct trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

On price, Qwen3 VL 30B A3B Instruct is roughly 6.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GLM-5.3 also accepts a larger context window (1,000,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current benchmark, pricing, and model metadata for 2026.

Choose GLM-5.3

  • you process long inputs — it offers a 1,000,000 token context window
  • you want the most recent training data — it shipped Aug 2026

Choose Qwen3 VL 30B A3B Instruct

  • cost matters — it's about 6.6x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Benchmark wins
Input price
$1.40 / M
$0.20 / M
Output price
$4.40 / M
$0.70 / M
Context window
1,000,000
131,072
Released
Aug 2026
Sep 2025
License
Unknown
Apache 2.0

Performance Benchmarks

Comparative analysis across standard metrics

No common benchmarks found

GLM-5.3 and Qwen3 VL 30B A3B Instructdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Arena Performance

Playground indexes and blind preference scores

Pricing Analysis

Price comparison per million tokens

Qwen3 VL 30B A3B Instruct costs less

For input processing, GLM-5.3 ($1.40/1M tokens) is 7.0x more expensive than Qwen3 VL 30B A3B Instruct ($0.20/1M tokens).

For output processing, GLM-5.3 ($4.40/1M tokens) is 6.3x more expensive than Qwen3 VL 30B A3B Instruct ($0.70/1M tokens).

In conclusion, GLM-5.3 is more expensive than Qwen3 VL 30B A3B Instruct.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Mon Aug 24 2026 • llm-stats.com
Zhipu AI
GLM-5.3
Input tokens$1.40
Output tokens$4.40
Best providerUnknown Organization
Alibaba Cloud / Qwen Team
Qwen3 VL 30B A3B Instruct
Input tokens$0.20
Output tokens$0.70
Best providerNovita
Notice missing or incorrect data?Start an Issue

Model Size

Parameter count comparison

722.0B diff

GLM-5.3 has 722.0B more parameters than Qwen3 VL 30B A3B Instruct, making it 2329.0% larger.

Zhipu AI
GLM-5.3
753.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3 VL 30B A3B Instruct
31.0Bparameters
753.0B
GLM-5.3
31.0B
Qwen3 VL 30B A3B Instruct

Context Window

Maximum input and output token capacity

GLM-5.3 accepts 1,000,000 input tokens compared to Qwen3 VL 30B A3B Instruct's 131,072 tokens. GLM-5.3 can generate longer responses up to 128,000 tokens, while Qwen3 VL 30B A3B Instruct is limited to 32,768 tokens.

Zhipu AI
GLM-5.3
Input1,000,000 tokens
Output128,000 tokens
Alibaba Cloud / Qwen Team
Qwen3 VL 30B A3B Instruct
Input131,072 tokens
Output32,768 tokens
Mon Aug 24 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Qwen3 VL 30B A3B Instruct supports multimodal inputs, whereas GLM-5.3 does not.

Qwen3 VL 30B A3B Instruct can handle both text and other forms of data like images, making it suitable for multimodal applications.

GLM-5.3

Text
Images
Audio
Video

Qwen3 VL 30B A3B Instruct

Text
Images
Audio
Video

Release Timeline

When each model was launched

GLM-5.3 was released on 2026-08-14, while Qwen3 VL 30B A3B Instruct was released on 2025-09-22.

GLM-5.3 is 11 months newer than Qwen3 VL 30B A3B Instruct.

GLM-5.3

Aug 14, 2026

1 weeks ago

10mo newer
Qwen3 VL 30B A3B Instruct

Sep 22, 2025

11 months ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

GLM-5.3 is available from ZAI. Qwen3 VL 30B A3B Instruct is available from Novita, DeepInfra.

GLM-5.3

z logo
Unknown Organization
Input Price:Input: $1.40/1MOutput Price:Output: $4.40/1M

Qwen3 VL 30B A3B Instruct

novita logo
Novita
Input Price:Input: $0.20/1MOutput Price:Output: $0.70/1M
deepinfra logo
Deepinfra
Input Price:Input: $0.29/1MOutput Price:Output: $0.99/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against GLM-5.3 and Qwen3 VL 30B A3B Instruct side-by-side, then vote on the output you prefer.

GLM-5.3
✓ Preferred
Qwen3 VL 30B A3B Instruct
Open in Playground

FAQ

Common questions about GLM-5.3 vs Qwen3 VL 30B A3B Instruct.

Which is better, GLM-5.3 or Qwen3 VL 30B A3B Instruct?

GLM-5.3 (Zhipu AI) and Qwen3 VL 30B A3B Instruct (Alibaba Cloud / Qwen Team) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does GLM-5.3 compare to Qwen3 VL 30B A3B Instruct in benchmarks?

GLM-5.3 scores Terminal-Bench 2.1: 88.2%, CyberGym: 84.5%, FrontierSWE: 78.1%, Toolathlon: 73.0%, DeepSWE 1.1: 66.9%. Qwen3 VL 30B A3B Instruct scores DocVQAtest: 95.0%, ScreenSpot: 94.7%, OCRBench: 90.3%, MMLU-Redux: 88.4%, MMBench-V1.1: 87.0%.

Is GLM-5.3 cheaper than Qwen3 VL 30B A3B Instruct?

Qwen3 VL 30B A3B Instruct is 7.0x cheaper for input tokens. GLM-5.3 costs $1.40/M input and $4.40/M output via z. Qwen3 VL 30B A3B Instruct costs $0.20/M input and $0.70/M output via novita.

What are the context window sizes for GLM-5.3 and Qwen3 VL 30B A3B Instruct?

GLM-5.3 supports 1.0M tokens and Qwen3 VL 30B A3B Instruct supports 131K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GLM-5.3 and Qwen3 VL 30B A3B Instruct?

Key differences include context window (1.0M vs 131K), input pricing ($1.40 vs $0.20/M), multimodal support (no vs yes), licensing (Unknown vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GLM-5.3 and Qwen3 VL 30B A3B Instruct?

GLM-5.3 is developed by Zhipu AI and Qwen3 VL 30B A3B Instruct is developed by Alibaba Cloud / Qwen Team.