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DeepSeek-V4-Flash-Vision-Exp vs GLM-5.3-Flash

Both models are evenly matched across the benchmarks. GLM-5.3-Flash is 1.4x cheaper per token.

DeepSeek · Zhipu AI · Updated for 2026

Which is better?

DeepSeek-V4-Flash-Vision-Exp outperforms in 2 benchmarks (Agents' Last Exam, NL2Repo), while GLM-5.3-Flash is better at 2 benchmarks (AutomationBench, Terminal-Bench 2.1). Both models are evenly matched across the benchmarks.

On price, GLM-5.3-Flash is roughly 1.4x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

DeepSeek-V4-Flash-Vision-Exp also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

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

Choose DeepSeek-V4-Flash-Vision-Exp

  • you process long inputs — it offers a 1,048,576 token context window

Choose GLM-5.3-Flash

  • cost matters — it's about 1.4x cheaper per token
  • you want the most recent training data — it shipped Aug 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Benchmark wins
2 of 4
2 of 4
Input price
$0.22 / M
$0.15 / M
Output price
$0.66 / M
$0.50 / M
Context window
1,048,576
1,000,000
Released
Aug 2026
Aug 2026
License
Unknown
MIT

Performance Benchmarks

Comparative analysis across standard metrics

4 benchmarks

DeepSeek-V4-Flash-Vision-Exp outperforms in 2 benchmarks (Agents' Last Exam, NL2Repo), while GLM-5.3-Flash is better at 2 benchmarks (AutomationBench, Terminal-Bench 2.1).

Both models are evenly matched across the benchmarks.

Wed Aug 26 2026 • llm-stats.com

Arena Performance

Playground indexes and blind preference scores

Pricing Analysis

Price comparison per million tokens

GLM-5.3-Flash costs less

For input processing, DeepSeek-V4-Flash-Vision-Exp ($0.22/1M tokens) is 1.5x more expensive than GLM-5.3-Flash ($0.15/1M tokens).

For output processing, DeepSeek-V4-Flash-Vision-Exp ($0.66/1M tokens) is 1.3x more expensive than GLM-5.3-Flash ($0.50/1M tokens).

In conclusion, DeepSeek-V4-Flash-Vision-Exp is more expensive than GLM-5.3-Flash.*

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

Lowest available price from all providers
Wed Aug 26 2026 • llm-stats.com
DeepSeek
DeepSeek-V4-Flash-Vision-Exp
Input tokens$0.22
Output tokens$0.66
Best providerDeepSeek
Zhipu AI
GLM-5.3-Flash
Input tokens$0.15
Output tokens$0.50
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

DeepSeek-V4-Flash-Vision-Exp accepts 1,048,576 input tokens compared to GLM-5.3-Flash's 1,000,000 tokens. DeepSeek-V4-Flash-Vision-Exp can generate longer responses up to 393,216 tokens, while GLM-5.3-Flash is limited to 131,072 tokens.

DeepSeek
DeepSeek-V4-Flash-Vision-Exp
Input1,048,576 tokens
Output393,216 tokens
Zhipu AI
GLM-5.3-Flash
Input1,000,000 tokens
Output131,072 tokens
Wed Aug 26 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both DeepSeek-V4-Flash-Vision-Exp and GLM-5.3-Flash support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

DeepSeek-V4-Flash-Vision-Exp

Text
Images
Audio
Video

GLM-5.3-Flash

Text
Images
Audio
Video

Release Timeline

When each model was launched

DeepSeek-V4-Flash-Vision-Exp was released on 2026-08-21, while GLM-5.3-Flash was released on 2026-08-26.

GLM-5.3-Flash is 0 month newer than DeepSeek-V4-Flash-Vision-Exp.

DeepSeek-V4-Flash-Vision-Exp

Aug 21, 2026

5 days ago

GLM-5.3-Flash

Aug 26, 2026

0 days ago

5d newer

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

DeepSeek-V4-Flash-Vision-Exp is available from DeepSeek. GLM-5.3-Flash is available from ZAI.

DeepSeek-V4-Flash-Vision-Exp

deepseek logo
DeepSeek
Input Price:Input: $0.22/1MOutput Price:Output: $0.66/1M

GLM-5.3-Flash

z logo
Unknown Organization
Input Price:Input: $0.15/1MOutput Price:Output: $0.50/1M
* 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 DeepSeek-V4-Flash-Vision-Exp and GLM-5.3-Flash side-by-side, then vote on the output you prefer.

DeepSeek-V4-Flash-Vision-Exp
✓ Preferred
GLM-5.3-Flash
Open in Playground

FAQ

Common questions about DeepSeek-V4-Flash-Vision-Exp vs GLM-5.3-Flash.

Which is better, DeepSeek-V4-Flash-Vision-Exp or GLM-5.3-Flash?

Both models are evenly matched across the benchmarks. DeepSeek-V4-Flash-Vision-Exp is made by DeepSeek and GLM-5.3-Flash is made by Zhipu AI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does DeepSeek-V4-Flash-Vision-Exp compare to GLM-5.3-Flash in benchmarks?

DeepSeek-V4-Flash-Vision-Exp scores Terminal-Bench 2.1: 83.9%, DSBench-Hard: 63.6%, DeepSWE: 59.3%, NL2Repo: 57.7%, ZEROBench: 35.0%. GLM-5.3-Flash scores CharXiv-R: 89.4%, Terminal-Bench 2.1: 84.3%, MMVU: 80.5%, Toolathlon: 78.4%, MVBench: 77.8%.

Is DeepSeek-V4-Flash-Vision-Exp cheaper than GLM-5.3-Flash?

GLM-5.3-Flash is 1.5x cheaper for input tokens. DeepSeek-V4-Flash-Vision-Exp costs $0.22/M input and $0.66/M output via deepseek. GLM-5.3-Flash costs $0.15/M input and $0.50/M output via z.

What are the context window sizes for DeepSeek-V4-Flash-Vision-Exp and GLM-5.3-Flash?

DeepSeek-V4-Flash-Vision-Exp supports 1.0M tokens and GLM-5.3-Flash supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between DeepSeek-V4-Flash-Vision-Exp and GLM-5.3-Flash?

Key differences include context window (1.0M vs 1.0M), input pricing ($0.22 vs $0.15/M), licensing (Unknown vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes DeepSeek-V4-Flash-Vision-Exp and GLM-5.3-Flash?

DeepSeek-V4-Flash-Vision-Exp is developed by DeepSeek and GLM-5.3-Flash is developed by Zhipu AI.