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GLM-5.3 vs GLM-5V-Turbo

Comparing GLM-5.3 and GLM-5V-Turbo across benchmarks, pricing, and capabilities.

Zhipu AI · Zhipu AI · Updated for 2026

Which is better?

GLM-5.3 and GLM-5V-Turbo trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

On price, GLM-5V-Turbo is roughly 1.1x 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 GLM-5V-Turbo

  • cost matters — it's about 1.1x cheaper per token

At a glance

The differences that matter most.

Benchmark wins
Input price
$1.40 / M
$1.20 / M
Output price
$4.40 / M
$4.00 / M
Context window
1,000,000
200,000
Released
Aug 2026
Apr 2026
License
Unknown
Proprietary

Performance Benchmarks

Comparative analysis across standard metrics

No common benchmarks found

GLM-5.3 and GLM-5V-Turbodon'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

GLM-5V-Turbo costs less

For input processing, GLM-5.3 ($1.40/1M tokens) is 1.2x more expensive than GLM-5V-Turbo ($1.20/1M tokens).

For output processing, GLM-5.3 ($4.40/1M tokens) is 1.1x more expensive than GLM-5V-Turbo ($4.00/1M tokens).

In conclusion, GLM-5.3 is more expensive than GLM-5V-Turbo.*

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

Lowest available price from all providers
Tue Aug 25 2026 • llm-stats.com
Zhipu AI
GLM-5.3
Input tokens$1.40
Output tokens$4.40
Best providerUnknown Organization
Zhipu AI
GLM-5V-Turbo
Input tokens$1.20
Output tokens$4.00
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GLM-5.3 accepts 1,000,000 input tokens compared to GLM-5V-Turbo's 200,000 tokens. Both models can generate responses up to 128,000 tokens.

Zhipu AI
GLM-5.3
Input1,000,000 tokens
Output128,000 tokens
Zhipu AI
GLM-5V-Turbo
Input200,000 tokens
Output128,000 tokens
Tue Aug 25 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

GLM-5V-Turbo supports multimodal inputs, whereas GLM-5.3 does not.

GLM-5V-Turbo can handle both text and other forms of data like images, making it suitable for multimodal applications.

GLM-5.3

Text
Images
Audio
Video

GLM-5V-Turbo

Text
Images
Audio
Video

Release Timeline

When each model was launched

GLM-5.3 was released on 2026-08-14, while GLM-5V-Turbo was released on 2026-04-02.

GLM-5.3 is 4 months newer than GLM-5V-Turbo.

GLM-5.3

Aug 14, 2026

1 weeks ago

4mo newer
GLM-5V-Turbo

Apr 2, 2026

4 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. GLM-5V-Turbo is available from ZAI.

GLM-5.3

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

GLM-5V-Turbo

z logo
Unknown Organization
Input Price:Input: $1.20/1MOutput Price:Output: $4.00/1M
* 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 GLM-5V-Turbo side-by-side, then vote on the output you prefer.

GLM-5.3
✓ Preferred
GLM-5V-Turbo
Open in Playground

FAQ

Common questions about GLM-5.3 vs GLM-5V-Turbo.

Which is better, GLM-5.3 or GLM-5V-Turbo?

GLM-5.3 (Zhipu AI) and GLM-5V-Turbo (Zhipu AI) 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 GLM-5V-Turbo 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%. GLM-5V-Turbo scores Design2Code: 94.8%, Flame-VLM-Code: 93.8%, V*: 89.0%, WebVoyager: 88.5%, PinchBench: 80.7%.

Is GLM-5.3 cheaper than GLM-5V-Turbo?

GLM-5V-Turbo is 1.2x cheaper for input tokens. GLM-5.3 costs $1.40/M input and $4.40/M output via z. GLM-5V-Turbo costs $1.20/M input and $4.00/M output via z.

What are the context window sizes for GLM-5.3 and GLM-5V-Turbo?

GLM-5.3 supports 1.0M tokens and GLM-5V-Turbo supports 200K 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 GLM-5V-Turbo?

Key differences include context window (1.0M vs 200K), input pricing ($1.40 vs $1.20/M), multimodal support (no vs yes), licensing (Unknown vs Proprietary). See the full comparison above for benchmark-by-benchmark results.