Head-to-head comparison

GLM-5.2 vs. Mistral Large 4

Compare published benchmark results from matching versions and cohorts, API pricing, and technical specifications. Any documented test setup differences remain visible.

shared result series: 0
distinct benchmarks: 0
latest retrieval: No data

First modelSecond model

Specifications

General specifications

Release date, availability, context window, architecture, and published parameter counts at a glance. Undisclosed details remain marked as unavailable.

Specifications for GLM-5.2 and Mistral Large 4
Attribute	GLM-5.2	Mistral Large 4
Provider	Z.ai	Mistral AI
Released	Jun 16, 2026	Oct 6, 2026
Availability	Open Source	Preview
Model type	Open Weights	Open weights announced; currently an API preview
Parameters	744B, 40B active	1.05T
Architecture	Mixture of Experts	Mixture of Experts
Context window	1,000,000 tokens	1M tokens (Mistral); 524,288 tokens (OpenRouter)
Knowledge cutoff	Not published	Not published
Technical sources	Model, Context	Model, Context

Pricing

API pricing compared

The table compares official standard API rates per 1M tokens, including published cache pricing. Batch, fast, priority, regional surcharges, tool calls, and cloud platform pricing are excluded.

API pricing for GLM-5.2 and Mistral Large 4
Price type	GLM-5.2	Mistral Large 4
API input	$1.4	$1.36
API output	$4.4	$4.18
Cache read	$0.26	$0.14
Cache write (5 min.)	Not listed	Not listed
Cache write (1 hr.)	Not listed	Not listed
Price verified	09/22/2026 Source	10/07/2026 Source
Mistral Large 4, Launch pricing announced October 6, 2026 Mistral announced a 50% discount for two weeks. The published introductory rates are $0.68 input, $2.09 output and $0.07 cache read per 1M tokens. Price comparisons use the standard rates. Source

GLM-5.2Mistral Large 4

API inputUSD per 1M tokens, base tier

GLM-5.2$1.4

Mistral Large 4$1.36

API outputUSD per 1M tokens, base tier

GLM-5.2$4.4

Mistral Large 4$4.18

Cache readUSD per 1M tokens, base tier

GLM-5.2$0.26

Mistral Large 4$0.14

Key to the marks:better valuebetter, but not conclusivetie

Pricing by provider

Direct developer pricing and provider endpoint tariffs routed through OpenRouter are listed separately. Prices are in USD per 1M tokens. Context-dependent direct tiers plus regional, Flex, Priority, and other OpenRouter tariffs remain individually identifiable.

No provider tariff for Mistral Large 4 is available in the stored OpenRouter snapshot. The official direct price is still shown.

Provider pricing for GLM-5.2 and Mistral Large 4
Model	Provider	Purchase route and tariff	Input per 1M tokens	Output per 1M tokens	Source
GLM-5.2	Z.ai	Direct from developerStandard API	$1.4	$4.4	Source09/22/2026
	Alibaba	Via OpenRouteralibaba/fast	$2.31	$7.26	Source10/12/2026
	Alibaba	Via OpenRouteralibaba/fp8#1	$0.966	$3.036	Source10/12/2026
	Alibaba	Via OpenRouteralibaba/fp8#2	$1.12	$3.52	Source10/12/2026
	AtlasCloud	Via OpenRouteratlas-cloud/fp8	$0.938	$2.948	Source10/12/2026
	Baidu	Via OpenRouterbaidu/fast	$1.3995	$4.9014	Source10/12/2026
	Baidu	Via OpenRouterbaidu/fp8	$1.3986	$4.3956	Source10/12/2026
	BaseTen	Via OpenRouterbaseten/fast#1	$2.1	$6.6	Source10/12/2026
	BaseTen	Via OpenRouterbaseten/fast#2	$2.1	$6.6	Source10/12/2026
	BaseTen	Via OpenRouterbaseten/fp8#1	$1.4	$4.4	Source10/12/2026
	BaseTen	Via OpenRouterbaseten/fp8#2	$1.4	$4.4	Source10/12/2026
	Cloudflare	Via OpenRoutercloudflare	$0.19	$8	Source10/12/2026
	CoreWeave	Via OpenRoutercoreweave/fp4	$0.76	$2.42	Source10/12/2026
	Decart	Via OpenRouterdecart/fast	$2.5	$9	Source10/12/2026
	Decart	Via OpenRouterdecart/mxfp4	$0.26	Lowest listed price: $1.6	Source10/12/2026
	DeepInfra	Via OpenRouterdeepinfra/fp4	$0.5625	$1.8	Source10/12/2026
	DigitalOcean	Via OpenRouterdigitalocean	$0.7	$2.2	Source10/12/2026
	Friendli	Via OpenRouterfriendli	$1.4	$4.4	Source10/12/2026
	GMICloud	Via OpenRoutergmicloud/fp8	$1.4	$4.4	Source10/12/2026
	Inceptron	Via OpenRouterinceptron/fp4	$1.25	$5.2	Source10/12/2026
	InferenceNet	Via OpenRouterinference-net/fp4	$0.198	$2.4	Source10/12/2026
	Mistral	Via OpenRoutermistral/eu	$1.54	$4.84	Source10/12/2026
	Mistral	Via OpenRoutermistral/zdr	$1.4	$4.4	Source10/12/2026
	Morph	Via OpenRoutermorph/fp8	$0.4	$6	Source10/12/2026
	Nebius	Via OpenRouternebius/fp4	$1.4	$4.4	Source10/12/2026
	Novita	Via OpenRouternovita/fp8	$0.6496	$2.0416	Source10/12/2026
	Parasail	Via OpenRouterparasail/fp4	$1.4	$4.4	Source10/12/2026
	Phala	Via OpenRouterphala/fp8	$1.26	$3	Source10/12/2026
	SiliconFlow	Via OpenRoutersiliconflow/fp8	$1.19	$3.74	Source10/12/2026
	Together	Via OpenRoutertogether	$1.4	$4.4	Source10/12/2026
	Venice	Via OpenRoutervenice/fp8	$1.4	$4.4	Source10/12/2026
	Wafer	Via OpenRouterwafer	$0.19	$8	Source10/12/2026
	Wafer	Via OpenRouterwafer/us	Lowest listed price: $0.06	$7	Source10/12/2026
	Z.AI	Via OpenRouterz-ai/fp8	$1.4	$4.4	Source10/12/2026
Mistral Large 4	Mistral AI	Direct from developerStandard API	Lowest listed price: $1.36	Lowest listed price: $4.18	Source10/07/2026

Performance

Shared benchmarks

Only published results with the same benchmark version, task, metric, and comparison cohort are paired. Different reasoning levels, agents, harnesses, or output limits appear directly in the table.

Capability profile from matched benchmarks

Each axis averages directly matched benchmark families. A value of 100 means the stronger value within this pair, not a universal quality score.

Not enough directly matched categories for a reliable radar

Only 0 of at least 5 categories have comparable, direct model measurements. The benchmark tables below show the available evidence without filling missing axes.

No directly comparable result series yet

No published benchmark for GLM-5.2 and Mistral Large 4 currently matches in version, task, metric, and comparison cohort. We therefore show no estimated or blended values.

Our model tests

Our tests

Compare how the models respond to the same prompt. Each test shows the latest attempt, with no subsequent fixes to the generated code. Earlier runs remain available in the test details. These results do not contribute to an overall score.

Pelican on a bicycle

A community classic for free-form SVG drawing.

GLM-5.2

Output withheld for safety

Reasoning (requested): high

Current attempt

Run date: Oct 5, 2026
API provider: openrouter
Requested API model: z-ai/glm-5.2
API model reported in response: z-ai/glm-5.2
Reasoning setting: high
Pinned endpoint: Z.AI | z-ai/glm-5.2-20260616
Temperature: Provider default
Token limit including reasoning: 8,192 tokens
Test protocol: community-visual-tests-v1
Technical checks: Failed
Response time: 31.4 s

Not yet visually reviewed. A successful recording does not confirm correct physics or full compliance with the prompt.

Earlier attempts (3)

Oct 2, 2026API request failedReasoning setting: high
Oct 1, 2026API request failedReasoning setting: high
Sep 7, 2026API request failedReasoning setting: high

Mistral Large 4

Not tested yet

Prompt and test conditions

Generate an SVG of a pelican riding a bicycle

Token limit including reasoning: 8,192 tokens

Task origin (Simon Willison)

How to read this comparison

Winning one benchmark is not an overall verdict

Your workload, budget, and required context length matter most. A coding benchmark says little about visual understanding or agent performance.

The standard price table uses direct developer rates. The provider comparison labels OpenRouter endpoints, regions, and special tariffs separately.

Every result links to its measurement source and retrieval date. Labels distinguish vendor reports, official benchmark leaderboards, and independent evaluations. Disputed or archived results are excluded.

More matchups

Compare GLM-5.2 and Mistral Large 4 with other leading models using the same data and benchmark logic.

View the complete LLM comparison