AI model comparison

Mistral Large 4 vs GLM 5.2

Pricing, context window, benchmarks, and features compared side by side. Or skip the guesswork and send one prompt to both.

Mistral Large 4 is a frontier multimodal (text and image input) model from Mistral AI built for reasoning, coding, and agentic workloads.

Input / 1M
$0.68
Output / 1M
$2.09
Context
1.05M

GLM 5.2 is a large-scale reasoning model from Z.ai.

Input / 1M
$0.62
Output / 1M
$2.42
Context
1.05M

Comparing image generators? Compare image models

At a glance

Quick verdict

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

Lower price

mistralai logo

Mistral Large 4

1.0x cheaper for a typical chat

Higher intelligence score

mistralai logo

Mistral Large 4

38.4 vs 33.7 on Artificial Analysis

Larger context window

Tie

1.05M vs 1.05M tokens

Newer release

mistralai logo

Mistral Large 4

Released October 6, 2026

Benchmarks

Benchmark scores

Independent scores from Artificial Analysis. Higher is better.

Intelligence index

mistralai logoMistral Large 438.4
z-ai logoGLM 5.233.7

Coding index

mistralai logoMistral Large 4Not available
z-ai logoGLM 5.268.8

Agentic index

mistralai logoMistral Large 4Not available
z-ai logoGLM 5.238.4

Pricing

Mistral Large 4 vs GLM 5.2 API pricing

Per-token API rates. Cheaper option highlighted.

Metricmistralai logoMistral Large 4z-ai logoGLM 5.2
Input tokensPer 1M tokens$0.68$0.62
Output tokensPer 1M tokens$2.09$2.42
Cached input (read)Per 1M tokens$0.07$0.14
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

mistralai logoMistral Large 4$2.40
z-ai logoGLM 5.2$2.45

Coding task

30K in, 4K out

mistralai logoMistral Large 4$28.76$10.46 cached
z-ai logoGLM 5.2$28.28$13.88 cached

Long document summary

150K in, 2K out

mistralai logoMistral Large 4$106.18$14.68 cached
z-ai logoGLM 5.2$97.84$25.84 cached

Specs

Context window and capabilities

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

Metricmistralai logoMistral Large 4z-ai logoGLM 5.2
Context window1.05M tokens1.05M tokens
Max output262K tokens944K tokens
Input typesImage, TextText
Output typesTextText
Reasoning effort levelsHigh, NoneExtra high, High, None
Default reasoning effortHighHigh
Release dateOctober 6, 2026June 16, 2026

Features

Supported features

API features available for each model.

Metricmistralai logoMistral Large 4z-ai logoGLM 5.2
Tool callingSupportedSupported
Structured outputsSupportedSupported
JSON modeSupportedSupported
ReasoningSupportedSupported
TemperatureSupportedSupported
Stop sequencesSupportedSupported
Deterministic seedSupportedSupported
Verbosity controlNot supportedNot supported

Our take

Mistral Large 4 is 1.0x cheaper for a typical chat. Mistral Large 4 scores higher on the Artificial Analysis Intelligence Index (38.4 vs 33.7). 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 Mistral Large 4 or GLM 5.2 cheaper?

Mistral Large 4 is cheaper for a typical chat (2K input tokens and 500 output tokens). Mistral Large 4 costs $0.68 per 1M input tokens and $2.09 per 1M output tokens, while GLM 5.2 costs $0.62 per 1M input tokens and $2.42 per 1M output tokens.

Which has a bigger context window, Mistral Large 4 or GLM 5.2?

Mistral Large 4 supports up to 1.05M tokens of context, compared with 1.05M for GLM 5.2.

Is Mistral Large 4 smarter than GLM 5.2?

On the Artificial Analysis Intelligence Index, Mistral Large 4 scores 38.4 and GLM 5.2 scores 33.7, putting Mistral Large 4 ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.

Can I use Mistral Large 4 and GLM 5.2 at the same time?

Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see Mistral Large 4 and GLM 5.2 answer side by side and keep the better response.

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Why choose? Ask both.

Send one prompt to Mistral Large 4 and GLM 5.2 at the same time. Compare the answers side by side and keep the best one.