AI model comparison

GLM 5.3 vs DeepSeek V4 Pro 0813

Side by side comparison of GLM 5.3 and DeepSeek V4 Pro 0813 on pricing, benchmark scores, context window, and more.

GLM-5.3 is a large-scale reasoning model from Z.ai, built for complex software engineering and long-horizon agent tasks.

Input / 1M
$0.07
Output / 1M
$1.40
Context
1.05M

DeepSeek V4 Pro 0813 is a large-scale mixture-of-experts model from DeepSeek.

Input / 1M
$0.66
Output / 1M
$1.98
Context
1.05M

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At a glance

Quick verdict

How the two models stack up on the things people ask about most.

Lower price

z-ai logo

GLM 5.3

2.8x cheaper for a typical chat

Higher intelligence score

z-ai logo

GLM 5.3

31.7 vs 23.1 on Artificial Analysis

Larger context window

Tie

1.05M vs 1.05M tokens

Newer release

z-ai logo

GLM 5.3

Released August 18, 2026

Benchmarks

Benchmark scores

Independent scores from Artificial Analysis. Higher is better.

Intelligence index

z-ai logoGLM 5.331.7
deepseek logoDeepSeek V4 Pro 081323.1

Coding index

z-ai logoGLM 5.374.8
deepseek logoDeepSeek V4 Pro 081368.8

Agentic index

z-ai logoGLM 5.353.1
deepseek logoDeepSeek V4 Pro 081341.3

Pricing

GLM 5.3 vs DeepSeek V4 Pro 0813 API pricing

Per-token API rates. Cheaper option highlighted.

Metricz-ai logoGLM 5.3deepseek logoDeepSeek V4 Pro 0813
Input tokensPer 1M tokens$0.07$0.66
Output tokensPer 1M tokens$1.40$1.98
Cached input (read)Per 1M tokens$0.07$0.02
Cache writePer 1M tokensNot availableNot available

What it costs in practice

Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.

Chat message

2K in, 500 out

z-ai logoGLM 5.3$0.84
deepseek logoDeepSeek V4 Pro 0813$2.31

Coding task

30K in, 4K out

z-ai logoGLM 5.3$7.70$7.67 cached
deepseek logoDeepSeek V4 Pro 0813$27.72$8.58 cached

Long document summary

150K in, 2K out

z-ai logoGLM 5.3$13.29$13.14 cached
deepseek logoDeepSeek V4 Pro 0813$102.96$7.26 cached

Specs

Context window and capabilities

How much each model can read, how much it can write, and what it accepts as input.

Metricz-ai logoGLM 5.3deepseek logoDeepSeek V4 Pro 0813
Context window1.05M tokens1.05M tokens
Max output944K tokens393K tokens
Input typesTextText
Output typesTextText
Reasoning effort levelsMax, High, LowMax, High, Low, None
Default reasoning effortMaxHigh
Release dateAugust 18, 2026August 12, 2026

Features

Supported features

API features available for each model.

Metricz-ai logoGLM 5.3deepseek logoDeepSeek V4 Pro 0813
Tool callingSupportedSupported
Structured outputsSupportedSupported
JSON modeSupportedSupported
ReasoningSupportedSupported
TemperatureSupportedSupported
Stop sequencesSupportedSupported
Deterministic seedSupportedSupported
Verbosity controlNot supportedNot supported

Our take

GLM 5.3 is 2.8x cheaper for a typical chat. GLM 5.3 scores higher on the Artificial Analysis Intelligence Index (31.7 vs 23.1). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.

FAQ

Frequently asked questions

Is GLM 5.3 or DeepSeek V4 Pro 0813 cheaper?

GLM 5.3 is cheaper for a typical chat (2K input tokens and 500 output tokens). GLM 5.3 costs $0.07 per 1M input tokens and $1.40 per 1M output tokens, while DeepSeek V4 Pro 0813 costs $0.66 per 1M input tokens and $1.98 per 1M output tokens.

Which has a bigger context window, GLM 5.3 or DeepSeek V4 Pro 0813?

GLM 5.3 supports up to 1.05M tokens of context, compared with 1.05M for DeepSeek V4 Pro 0813.

Is GLM 5.3 smarter than DeepSeek V4 Pro 0813?

On the Artificial Analysis Intelligence Index, GLM 5.3 scores 31.7 and DeepSeek V4 Pro 0813 scores 23.1, putting GLM 5.3 ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.

Can I use GLM 5.3 and DeepSeek V4 Pro 0813 at the same time?

Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see GLM 5.3 and DeepSeek V4 Pro 0813 answer side by side and keep the better response.

z-ai logodeepseek logo

Why choose? Ask both.

Send one prompt to GLM 5.3 and DeepSeek V4 Pro 0813 at the same time. Compare the answers side by side and keep the best one.