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Z.ai GLM 5.2

Z.ai (Zhipu AI)docs.mistral.ai/models/zai-glm-5-2

A third-party open source text model from Z.ai with a 1M-token context window.

Open in Graph
data quality78

Updated 10 h ago · first seen 11 Sept 2026

model_01M2943ZSHC4RGJCVFH2K0A6B2

Overview

Identity

Identity block not returned by the API for this entity.

Openness

Openness not classified yet — no sourced evidence to place this model in the ontology.

Key facts

Release date

Source:OpenRouter public model & pricing listingT2observed 12 h agomedium

Version

Source:Mistral AI docsT1observed 12 h agohigh

Official page
docs.mistral.ai/models/zai-glm-5-2

Source:Mistral AI docsT1observed 12 h agohigh

Model card
huggingface.co/zai-org/GLM-5.2

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Openrouter id

Source:OpenRouter public model & pricing listingT2observed 12 h agomedium

Architecture

Architecture

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 11 h agomedium

Model type

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 11 h agomedium

Parameters

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Weights dtype

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 11 h agomedium

File size

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 11 h agomedium

Library name

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 11 h agomedium

Pipeline tag

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Hugging Face repo

Source:OpenRouter public model & pricing listingT2observed 12 h agomedium

Capabilities

Modalities

Modalities
text
Input
text
Output
text

Capabilities

  • Tool calling

    Yes

    Mistral AI docs · T1

  • Structured output

    Yes

    Mistral AI docs · T1

  • Reasoning

    Yes

    OpenRouter public model & pricing listing · T2

  • Vision

    Unavailable

  • Audio

    Unavailable

  • Fine-tuning available

    Unavailable

Context window

Source:Mistral AI docsT1observed 12 h agohigh

Max output

Source:OpenRouter public model & pricing listingT2observed 12 h agomedium

Languages

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 11 h agomedium

Benchmarks16

Compare with another model →

Comparable same task and conditions · Partially comparable same task, conditions differ (effort, temperature, judge) · Not comparable different variant or metric

No benchmark results recorded

Results appear when a tier 1–3 source publishes them; we never copy scores without a source.

Providers & Pricing3

All offers in the price terminal →
Current prices per 1M tokens
ProviderInput / 1MOutput / 1MCached inBatch in / outContextObservedSource
Z.ai APIz-ai/glm-5.2$0.60$2$0.15—202.8K10 h agoopenrouter.aiT2
Z.ai APIz-ai/glm-5.2:batch$0.70$2.2$0.07—1.05M10 h agoopenrouter.aiT2
Mistral AI La Plateforme$1.4$4.4———12 h agodocs.mistral.aiT1

USD per 1M tokens as published by each provider (USD). Rows are append-only: every change is kept in the history below.

Price history

Step lines per provider; amber markers are recorded changes. Click a marker or a row for the evidence behind that price.

Output price · USD / 1M tokens 2 providers

Output price history of Z.ai GLM 5.2$0$2$4$6Sept 26Sept 26Sept 26Sept 26Sept 26Sept 26Sept 26Mistral AI La Plateforme: first observed → $4.4 · 11 Sept 2026Z.ai API: first observed → $2 · 11 Sept 2026Z.ai API: $2 → $2.2 · 11 Sept 2026
  • Mistral AI La Plateforme
  • Z.ai API
  • Z.ai API$2 → $2.211 Sept 2026
  • Z.ai APIfirst observed $211 Sept 2026
  • Mistral AI La Plateformefirst observed $4.411 Sept 2026

Input price · USD / 1M tokens 2 providers

Input price history of Z.ai GLM 5.2$0$0.50$1$1.5$2Sept 26Sept 26Sept 26Sept 26Sept 26Sept 26Sept 26Mistral AI La Plateforme: first observed → $1.4 · 11 Sept 2026Z.ai API: first observed → $0.60 · 11 Sept 2026Z.ai API: $0.60 → $0.70 · 11 Sept 2026
  • Mistral AI La Plateforme
  • Z.ai API
  • Z.ai API$0.60 → $0.7011 Sept 2026
  • Z.ai APIfirst observed $0.6011 Sept 2026
  • Mistral AI La Plateformefirst observed $1.411 Sept 2026

Hardware fit37

Estimated

3 of 37 device × quantization combinations fit.

Run locally: your machine →
Estimated hardware fit
HardwareQuantizationDevice memoryEst. memoryFits
Apple M3 Ultra4bit—433.7 GB est.Yes
Mac Studio (Apple M5 Ultra)4bit—433.7 GB est.Yes
NVIDIA DGX B2004bit1,440 GB433.7 GB est.Yes
Apple M2 Ultra4bit—433.7 GB est.No
Apple M1 Ultra4bit—433.7 GB est.No
Apple M3 Max4bit—433.7 GB est.No
Apple M4 Max4bit—433.7 GB est.No
Mac Studio (Apple M5 Max)4bit—433.7 GB est.No
MacBook Pro (Apple M5 Max)4bit—433.7 GB est.No
Apple M2 Max4bit—433.7 GB est.No
Apple M1 Max4bit—433.7 GB est.No
Apple M4 Pro4bit—433.7 GB est.No
Mac mini (Apple M5 Pro)4bit—433.7 GB est.No
MacBook Pro (Apple M5 Pro)4bit—433.7 GB est.No
Apple M3 Pro4bit—433.7 GB est.No
Apple M1 Pro4bit—433.7 GB est.No
Apple M2 Pro4bit—433.7 GB est.No
Apple M44bit—433.7 GB est.No
iMac (Apple M4)4bit—433.7 GB est.No
Mac mini (Apple M6)4bit—433.7 GB est.No
MacBook Air (Apple M5)4bit—433.7 GB est.No
MacBook Pro (Apple M5)4bit—433.7 GB est.No
Apple M24bit—433.7 GB est.No
Apple M34bit—433.7 GB est.No
Apple M14bit—433.7 GB est.No
NVIDIA GeForce RTX 30904bit24 GB433.7 GB est.No
NVIDIA GeForce RTX 40904bit24 GB433.7 GB est.No
NVIDIA GeForce RTX 50904bit32 GB433.7 GB est.No
NVIDIA A100 80GB4bit80 GB433.7 GB est.No
NVIDIA H100 SXM4bit80 GB433.7 GB est.No
NVIDIA H100 NVL4bit94 GB433.7 GB est.No
NVIDIA DGX Spark4bit128 GB433.7 GB est.No
NVIDIA H2004bit141 GB433.7 GB est.No
NVIDIA H200 NVL4bit141 GB433.7 GB est.No
NVIDIA B2004bit180 GB433.7 GB est.No
AMD Instinct MI300X4bit192 GB433.7 GB est.No
AMD Instinct MI325X4bit256 GB433.7 GB est.No
Assumptions (6)
  • Estimated, not measured: weights = parameters × bytes/param × 1.15 runtime overhead.
  • bytes/param: 4bit = 0.5, 8bit = 1.0, fp16 = 2.0 (uniform quantization, no per-layer exceptions).
  • KV cache approximated at 0.5 GB per 8 192 tokens of context, independent of architecture (GQA/MLA models need less).
  • A model 'fits' when the estimate is at most the device memory minus 2 GB reserved for the OS and framework.
  • Mixture-of-experts models are estimated on total parameters (all experts must be resident); active parameters are ignored.
  • Device memory uses the largest configuration when several are listed (e.g. Apple silicon tiers).

Lineage

Open in Graph →
Explicit derived_from / fine_tuned_from / distilled_from relations stated by sources; artifacts collapsed by kind.
DESCENDANTS 0 · ARTIFACTS2 quantizationsartifacts · collapsed2 quantizations — artifacts · collapsedZ.ai GLM 5.2753.3B params · this modelZ.ai GLM 5.2 — 753.3B params · this model

    Papers2

    Timeline20

    Full timeline →

    Change history37

    Temporal, append-only claims: a new observation closes the previous claim instead of overwriting it. Rewind the record with the as-of picker.

    Viewing AI Atlas as of 12 Sept 2026 — attributes exactly as the atlas knew them on that day; later corrections are not shown.

    Back to today →

    Attributes as of 12 Sept 2026 42 claims in force

    Version
    5.2
    Release date
    16 Jun 2026
    Openness
    open-weights
    License
    MIT
    Architecture
    GlmMoeDsaForCausalLM
    Parameters
    753.3B
    Context window
    1M tokens
    Max output
    182.5K tokens
    Modalities
    text
    Input modalities
    text
    Output modalities
    text
    Languages
    en, zh
    File size
    1506.7 GB
    Hugging Face repo
    zai-org/GLM-5.2
    Pipeline tag
    text-generation
    Downloads
    933,052
    Likes
    5,080
    Aa context window
    1,000,000
    Aa openness
    open-weights
    Commercial use allowed
    Yes
    Derivatives allowed
    Yes
    Gated
    No
    Hf inference providers
    baseten, deepinfra, featherless-ai, fireworks-ai, novita, scaleway, together, zai-org
    Last modified
    2026-09-01T11:36:01+00:00
    Library name
    transformers
    Livebench hf link
    https://huggingface.co/zai-org/GLM-5.2
    Aa median output tokens per second
    67.1
    Downloads all time
    4,122,837
    Model type
    glm_moe_dsa
    Openrouter id
    z-ai/glm-5.2
    Openrouter listed at
    16 Jun 2026
    Reasoning
    Yes
    Redistribution allowed
    Yes
    Structured output
    Yes
    Supported parameters
    frequency_penalty, include_reasoning, logit_bias, logprobs, max_tokens, min_p, parallel_tool_calls, presence_penalty, reasoning, reasoning_effort, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p
    Tags
    transformers, safetensors, glm_moe_dsa, text-generation, en, zh
    Tool calling
    Yes
    Weights available
    Yes
    Weights dtype
    BF16, F32
    37 claims · 35 properties2 conflicting

    Versionversion1

    Claim history for Version
    ValueValid from → toStatusSourceConfidenceExtractor
    5.2 → currentcurrentMistral AI docsT1highdeterministic

    Release daterelease_date1

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    ValueValid from → toStatusSourceConfidenceExtractor
    16 Jun 2026 → currentcurrentOpenRouter public model & pricing listingT2mediumdeterministic

    Opennessopenness1

    Claim history for Openness
    ValueValid from → toStatusSourceConfidenceExtractor
    open-weights → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Licenselicense1

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    ValueValid from → toStatusSourceConfidenceExtractor
    mit → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Architecturearchitecture1

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    ValueValid from → toStatusSourceConfidenceExtractor
    GlmMoeDsaForCausalLM → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Parametersparameter_count1

    Claim history for Parameters
    ValueValid from → toStatusSourceConfidenceExtractor
    753.3B → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Context windowcontext_length3conflicting claims

    Claim history for Context window
    ValueValid from → toStatusSourceConfidenceExtractor
    1.05M tokens → currentconflictingOpenRouter public model & pricing listingT2mediumdeterministic
    1.05M tokens → currentconflictingOpenRouter public model & pricing listingT2mediumdeterministic
    1M tokens → currentcurrentMistral AI docsT1conflicteddeterministic

    Max outputmax_output_tokens1

    Claim history for Max output
    ValueValid from → toStatusSourceConfidenceExtractor
    182.5K tokens → currentcurrentOpenRouter public model & pricing listingT2mediumdeterministic

    Modalitiesmodalities1

    Claim history for Modalities
    ValueValid from → toStatusSourceConfidenceExtractor
    text → currentcurrentOpenRouter public model & pricing listingT2mediumdeterministic

    Input modalitiesmodalities_input1

    Claim history for Input modalities
    ValueValid from → toStatusSourceConfidenceExtractor
    text → currentcurrentOpenRouter public model & pricing listingT2mediumdeterministic

    Output modalitiesmodalities_output1

    Claim history for Output modalities
    ValueValid from → toStatusSourceConfidenceExtractor
    text → currentcurrentOpenRouter public model & pricing listingT2mediumdeterministic

    Languageslanguages1

    Claim history for Languages
    ValueValid from → toStatusSourceConfidenceExtractor
    en, zh → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    File sizefile_size_gb1

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    ValueValid from → toStatusSourceConfidenceExtractor
    1506.7 GB → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Hugging Face repohf_repo1

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    ValueValid from → toStatusSourceConfidenceExtractor
    zai-org/GLM-5.2 → currentcurrentOpenRouter public model & pricing listingT2mediumdeterministic

    Pipeline tagpipeline_tag1

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    ValueValid from → toStatusSourceConfidenceExtractor
    text-generation → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Official pageofficial_url1

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    ValueValid from → toStatusSourceConfidenceExtractor
    https://docs.mistral.ai/models/zai-glm-5-2 → currentcurrentMistral AI docsT1highdeterministic

    Model cardmodel_card_url1

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    ValueValid from → toStatusSourceConfidenceExtractor
    https://huggingface.co/zai-org/GLM-5.2 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Downloadsmetric.downloads1

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    ValueValid from → toStatusSourceConfidenceExtractor
    933,052 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Likesmetric.likes1

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    ValueValid from → toStatusSourceConfidenceExtractor
    5,078 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Descriptiondescription1

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    A third-party open source text model from Z.ai with a 1M-token context window. → currentcurrentMistral AI docsT1highdeterministic

    Gatedgated1

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    ValueValid from → toStatusSourceConfidenceExtractor
    No → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Hf inference providershf_inference_providers1

    Claim history for Hf inference providers
    ValueValid from → toStatusSourceConfidenceExtractor
    baseten, deepinfra, featherless-ai, fireworks-ai, novita, scaleway, together, zai-org → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Last modifiedlast_modified1

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    ValueValid from → toStatusSourceConfidenceExtractor
    2026-09-01T11:36:01+00:00 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Library namelibrary_name1

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    ValueValid from → toStatusSourceConfidenceExtractor
    transformers → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Aa median output tokens per secondmetric.aa_median_output_tokens_per_second1

    Claim history for Aa median output tokens per second
    ValueValid from → toStatusSourceConfidenceExtractor
    67.1 → currentcurrentArtificial AnalysisT2mediumdeterministic

    Downloads all timemetric.downloads_all_time1

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    ValueValid from → toStatusSourceConfidenceExtractor
    4,122,837 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Model typemodel_type1

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    ValueValid from → toStatusSourceConfidenceExtractor
    glm_moe_dsa → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Openrouter idopenrouter_id1

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    ValueValid from → toStatusSourceConfidenceExtractor
    z-ai/glm-5.2 → currentcurrentOpenRouter public model & pricing listingT2mediumdeterministic

    Reasoningreasoning1

    Claim history for Reasoning
    ValueValid from → toStatusSourceConfidenceExtractor
    Yes → currentcurrentOpenRouter public model & pricing listingT2mediumdeterministic

    Structured outputstructured_output1

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    ValueValid from → toStatusSourceConfidenceExtractor
    Yes → currentcurrentMistral AI docsT1highdeterministic

    Supported parameterssupported_parameters1

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    ValueValid from → toStatusSourceConfidenceExtractor
    frequency_penalty, include_reasoning, logit_bias, logprobs, max_tokens, min_p, parallel_tool_calls, presence_penalty, reasoning, reasoning_effort, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p → currentcurrentOpenRouter public model & pricing listingT2mediumdeterministic

    Tagstags1

    Claim history for Tags
    ValueValid from → toStatusSourceConfidenceExtractor
    transformers, safetensors, glm_moe_dsa, text-generation, en, zh → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Tool callingtool_calling1

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    ValueValid from → toStatusSourceConfidenceExtractor
    Yes → currentcurrentMistral AI docsT1highdeterministic

    Weights dtypeweights_dtype1

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    ValueValid from → toStatusSourceConfidenceExtractor
    BF16, F32 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

    Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →

    Provenance

    Attributed facts

    35

    Source tiers

    T1T26 / 29

    Freshest observation

    10 h ago

    Conflicts

    2 flagged

    Source documents 10

    Source documents
    SourceDocumentTypeTierLast observedSnapshots
    Mistral AI docsdocs.mistral.ai/models model_docsT1· Official10 h ago1
    Mistral AI docsdocs.mistral.ai/models/zai-glm-5-2 model_pageT1· Official12 h ago1
    Hugging Face Hub (public pages, model cards, papers)huggingface.co/amd/GLM-5.2-MXFP4 model_pageT2· Quality secondary10 h ago3
    Hugging Face Hub (public pages, model cards, papers)huggingface.co/models?author=zai-org&p=0&sort=downloads listingT2· Quality secondary10 h ago3
    LiveBenchlivebench.ai/table_2026_06_25.csv leaderboardT2· Quality secondary10 h ago1
    Artificial Analysisartificialanalysis.ai/leaderboards/models leaderboardT2· Quality secondary10 h ago1
    OpenRouter public model & pricing listingopenrouter.ai/api/v1/models catalogueT2· Quality secondary10 h ago2
    Hugging Face Hub (public pages, model cards, papers)huggingface.co/zai-org/GLM-5.2/raw/main/README.md model_cardT2· Quality secondary10 h ago1
    Hugging Face Hub (public pages, model cards, papers)huggingface.co/zai-org/GLM-5.2 model_pageT2· Quality secondary11 h ago1
    Hugging Face Hub (public pages, model cards, papers)huggingface.co/nvidia/GLM-5.2-NVFP4 model_pageT2· Quality secondary11 h ago1

    Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.

    Data quality (78/100) measures how well AI Atlas knows this entity — completeness, primary-source ratio, freshness, conflicts — never how good the model is. Methodology →