Pass IndexThe State of AISign in

GLM 5.2

GLM-5.2 delivers powerful coding capabilities, usable 1M-context support, and continued strengths in long-horizon tasks.

text → text · made by Z.ai

$1.4→$4.4per Mtok in / out
Z.ai · 28 sellers

Sold by 114 ways

SellerLaneRate
Crusoe cloudstandard$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedmodels.dev · read 2026-10-31
Databricks cloudstandard$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cached$1.4per Mtok cache writemodels.dev · read 2026-10-31
DigitalOcean cloudstandard$1.4per Mtok in$4.4per Mtok out$0.21per Mtok cachedmodels.dev · read 2026-10-31
Google Vertex AI cloudstandard$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedmodels.dev · read 2026-10-31
Mistral AI apistandard$1.4per Mtok in$4.4per Mtok outmistral.ai · read 2026-08-24
Z.ai apistandard$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cacheddocs.z.ai · read 2026-10-31
Databricks cloudpriority$2.45per Mtok in$7.7per Mtok out$0.46per Mtok cachedraw.githubusercontent.com · read 2026-10-31
OpenRouter 37 ways$0.006per Mtok in$7per Mtok out$0.005per Mtok cached
OpenRouter aggregatorstandard$0.006per Mtok in$7per Mtok out$0.005per Mtok cachedopenrouter.ai · read 2026-10-29
OpenRouter aggregatorwafer/us$0.006per Mtok in$7per Mtok out$0.005per Mtok cachedopenrouter.ai · read 2026-10-29
OpenRouter aggregatorrelace$0.0065per Mtok in$7.91per Mtok out$0.0065per Mtok cachedopenrouter.ai · read 2026-10-29
OpenRouter aggregatorrelace/fp4$0.0065per Mtok in$7.91per Mtok out$0.0065per Mtok cachedopenrouter.ai · read 2026-10-31
OpenRouter aggregatornot on the seller's list todayinference-net$0.029per Mtok in$8.5per Mtok out$0.026per Mtok cachedopenrouter.ai · read 2026-10-06
OpenRouter aggregatormorph/fp8$0.086per Mtok in$1.4per Mtok out$0.069per Mtok cachedopenrouter.ai · read 2026-10-31
OpenRouter aggregatorcloudflare$0.19per Mtok in$8per Mtok out$0.19per Mtok cachedopenrouter.ai · read 2026-10-12
OpenRouter aggregatorwafer$0.19per Mtok in$8per Mtok out$0.18per Mtok cachedopenrouter.ai · read 2026-10-07
OpenRouter aggregatornot on the seller's list todayinference-net/fp4$0.2per Mtok in$3.4per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-10-15
OpenRouter aggregatornot on the seller's list todaydecart/mxfp4$0.27per Mtok in$1.68per Mtok out$0.1per Mtok cachedopenrouter.ai · read 2026-10-13
OpenRouter aggregatordeepinfra/fp4/flex$0.45per Mtok in$1.44per Mtok out$0.084per Mtok cachedopenrouter.ai · read 2026-10-16
OpenRouter aggregatornot on the seller's list todayreka$0.46per Mtok in$0.91per Mtok out$0.091per Mtok cachedopenrouter.ai · read 2026-10-02
OpenRouter aggregatornot on the seller's list todaysail-research/fp8$0.5per Mtok in$3.15per Mtok out$0.12per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorstreamlake/fp8$0.56per Mtok in$1.75per Mtok out$0.1per Mtok cachedopenrouter.ai · read 2026-10-31
OpenRouter aggregatordeepinfra/fp4$0.56per Mtok in$1.8per Mtok out$0.1per Mtok cachedopenrouter.ai · read 2026-09-19
OpenRouter aggregatorambient/fp8$0.6per Mtok in$2per Mtok out$0.15per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorcoreweave/fp4$0.62per Mtok in$2.42per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-10-15
OpenRouter aggregatornovita/fp8$0.65per Mtok in$2.04per Mtok out$0.12per Mtok cachedopenrouter.ai · read 2026-09-16
OpenRouter aggregatornot on the seller's list todaydecart/fp4$0.68per Mtok in$2.28per Mtok out$0.11per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatornot on the seller's list todaybatch$0.7per Mtok in$2.2per Mtok out$0.07per Mtok cachedopenrouter.ai · read 2026-09-09
OpenRouter aggregatordigitalocean$0.7per Mtok in$2.2per Mtok out$0.1per Mtok cachedopenrouter.ai · read 2026-08-29
OpenRouter aggregatorsiliconflow/fp8$0.7per Mtok in$2.2per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-10-14
OpenRouter aggregatornot on the seller's list todaymakora/fp4$0.72per Mtok in$2.38per Mtok out$0.12per Mtok cachedopenrouter.ai · read 2026-08-28
OpenRouter aggregatornot on the seller's list todayakashml/fp8$0.77per Mtok in$2.42per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-28
OpenRouter aggregatornot on the seller's list todaymorph/fp4$0.84per Mtok in$3.14per Mtok out$0.17per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatoratlas-cloud/fp8$0.94per Mtok in$2.95per Mtok out$0.17per Mtok cachedopenrouter.ai · read 2026-09-03
OpenRouter aggregatornot on the seller's list todaymakora/fp8$0.94per Mtok in$2.8per Mtok out$0.18per Mtok cachedopenrouter.ai · read 2026-08-26
OpenRouter aggregatoralibaba/fp8$0.97per Mtok in$3.04per Mtok out$0.19per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatornot on the seller's list todayio-net/fp4$0.99per Mtok in$3.6per Mtok out$0.19per Mtok cachedopenrouter.ai · read 2026-08-26
OpenRouter aggregatornot on the seller's list todayreka/fp8$1.1per Mtok in$3.75per Mtok out$0.2per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatoralibaba/fp8/us-east-1$1.12per Mtok in$3.52per Mtok out$0.22per Mtok cachedopenrouter.ai · read 2026-10-15
OpenRouter aggregatordecart/fast$1.2per Mtok in$8per Mtok out$0.48per Mtok cachedopenrouter.ai · read 2026-10-21
OpenRouter aggregatorphala/fp8$1.26per Mtok in$3per Mtok out$0.22per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorbaidu/fp8$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedopenrouter.ai · read 2026-10-26
OpenRouter aggregatorbaseten/fp8$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorbaseten/fp8/us$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-10-15
OpenRouter aggregatornot on the seller's list todaycrusoe/fp8$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatornot on the seller's list todayfireworks$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorfriendli$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorgmicloud/fp8$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedopenrouter.ai · read 2026-09-08
OpenRouter aggregatorinceptron/fp4$1.4per Mtok in$4.4per Mtok out$0.16per Mtok cachedopenrouter.ai · read 2026-10-31
OpenRouter aggregatornot on the seller's list todaymistral$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatormistral/zdr$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatornebius/fp4$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-10-06
OpenRouter aggregatorparasail/fp4$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatortogether$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorvenice/fp8$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorz-ai/fp8$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatormistral/eu$1.54per Mtok in$4.84per Mtok out$0.15per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorbaseten/fast$2.1per Mtok in$6.6per Mtok out$0.21per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorbaseten/us/fast$2.1per Mtok in$6.6per Mtok out$0.21per Mtok cachedopenrouter.ai · read 2026-10-15
OpenRouter aggregatornot on the seller's list todaycloudflare/fast$2.1per Mtok in$6.6per Mtok out$0.21per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatornot on the seller's list todayfireworks/fast$2.1per Mtok in$6.6per Mtok out$0.21per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatornot on the seller's list todayfireworks/fast-us$2.1per Mtok in$6.6per Mtok out$0.21per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorbaidu/fast$2.25per Mtok in$7.88per Mtok out$0.56per Mtok cachedopenrouter.ai · read 2026-10-26
OpenRouter aggregatornot on the seller's list todaybaidu/fp4$2.25per Mtok in$7.88per Mtok out$0.56per Mtok cachedopenrouter.ai · read 2026-09-08
OpenRouter aggregatoralibaba/fast$2.31per Mtok in$7.26per Mtok out$0.46per Mtok cachedopenrouter.ai · read 2026-08-25
Avian aggregatorstandard$0.49per Mtok in$1.73per Mtok out$0.12per Mtok cachedapi.avian.io · read 2026-10-31
Requesty 13 ways$0.54per Mtok in$1.73per Mtok out$0.1per Mtok cached
Requesty aggregatornot on the seller's list todaydeepinfra flex$0.54per Mtok in$1.73per Mtok out$0.1per Mtok cachedrouter.requesty.ai · read 2026-08-25
Requesty aggregatordeepinfra$0.75per Mtok in$2.4per Mtok out$0.14per Mtok cachedrouter.requesty.ai · read 2026-10-10
Requesty aggregatorrunware$0.8per Mtok in$2.55per Mtok out$0.16per Mtok cachedrouter.requesty.ai · read 2026-09-20
Requesty aggregatorsail$0.8per Mtok in$3per Mtok out$0.16per Mtok cachedrouter.requesty.ai · read 2026-09-20
Requesty aggregatornot on the seller's list todaydoubleword flex$0.94per Mtok in$2.97per Mtok outrouter.requesty.ai · read 2026-08-25
Requesty aggregatorinceptron$1.2per Mtok in$4.2per Mtok out$0.26per Mtok cachedrouter.requesty.ai · read 2026-08-28
Requesty aggregatorsference$1.2per Mtok in$4.2per Mtok out$0.26per Mtok cachedrouter.requesty.ai · read 2026-08-28
Requesty aggregatordoubleword$1.4per Mtok in$4.4per Mtok outrouter.requesty.ai · read 2026-10-10
Requesty aggregatorfireworks$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedrouter.requesty.ai · read 2026-08-28
Requesty aggregatornebius$1.4per Mtok in$4.4per Mtok outrouter.requesty.ai · read 2026-08-28
Requesty aggregatortencent$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedrouter.requesty.ai · read 2026-09-30
Requesty aggregatorzai$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedrouter.requesty.ai · read 2026-08-28
Requesty aggregatortensorx$1.5per Mtok in$4.5per Mtok out$0.38per Mtok cachedrouter.requesty.ai · read 2026-08-28
Requesty aggregatormistral$1.54per Mtok in$4.84per Mtok out$0.15per Mtok cachedrouter.requesty.ai · read 2026-08-28
Requesty aggregatorscaleway$2.09per Mtok in$6.38per Mtok outrouter.requesty.ai · read 2026-09-20
Nous Research aggregatornot on the seller's list todaybatch$0.7per Mtok in$2.2per Mtok out$0.07per Mtok cachedinference-api.nousresearch.com · read 2026-09-12
Nous Research aggregatornot on the seller's list todayus$0.72per Mtok in$2.26per Mtok out$0.13per Mtok cachedinference-api.nousresearch.com · read 2026-08-25
Nous Research aggregatorstandard$0.9per Mtok in$2.83per Mtok out$0.16per Mtok cachedinference-api.nousresearch.com · read 2026-09-15
DeepInfra aggregatorstandard$0.75per Mtok in$2.4per Mtok out$0.14per Mtok cachedapi.deepinfra.com · read 2026-08-25
Hugging Face Inference Providers 5 ways$1.4per Mtok in$4.4per Mtok out
Hugging Face Inference Providers aggregatordeepinfra$0.75per Mtok in$2.4per Mtok outrouter.huggingface.co · read 2026-08-25
Hugging Face Inference Providers aggregatorstandard$1.4per Mtok in$4.4per Mtok outmodels.dev · read 2026-10-31
Hugging Face Inference Providers aggregatorbaseten$1.4per Mtok in$4.4per Mtok outrouter.huggingface.co · read 2026-08-25
Hugging Face Inference Providers aggregatornot on the seller's list todayfireworks-ai$1.4per Mtok in$4.4per Mtok outrouter.huggingface.co · read 2026-08-25
Hugging Face Inference Providers aggregatornovita$1.4per Mtok in$4.4per Mtok outrouter.huggingface.co · read 2026-08-25
Hugging Face Inference Providers aggregatornot on the seller's list todaytogether$1.4per Mtok in$4.4per Mtok outrouter.huggingface.co · read 2026-08-25
Hugging Face Inference Providers aggregatorscaleway$2.05per Mtok in$6.27per Mtok outrouter.huggingface.co · read 2026-08-25
Vercel AI Gateway 2 ways$0.8per Mtok in$2.52per Mtok out$0.16per Mtok cached
Vercel AI Gateway aggregatorstandard$0.8per Mtok in$2.52per Mtok out$0.16per Mtok cachedvercel.com · read 2026-08-25
Vercel AI Gateway aggregatornot on the seller's list todaysandbox$0.8per Mtok in$2.52per Mtok outvercel.com · read 2026-08-25
Vercel AI Gateway aggregatorfast$2.8per Mtok in$8.8per Mtok out$0.56per Mtok cachedai-gateway.vercel.sh · read 2026-09-26
ElectronHub aggregatorstandard$1per Mtok in$3.2per Mtok outapi.electronhub.ai · read 2026-10-31
RedPill aggregatorstandard$1.26per Mtok in$3per Mtok out$0.22per Mtok cachedapi.redpill.ai · read 2026-09-20
Inference.net aggregatorstandard$1.3per Mtok in$4.4per Mtok out$0.2per Mtok cachedapi.inference.net · read 2026-10-31
SiliconFlow aggregatorstandard$1.3per Mtok in$4.09per Mtok out$0.26per Mtok cachedmodels.dev · read 2026-10-31
AtlasCloud aggregatorstandard$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedapi.atlascloud.ai · read 2026-09-20
Baseten aggregatorstandard$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedmodels.dev · read 2026-10-31
Baseten aggregatornot on the seller's list todayfast$2.1per Mtok in$6.6per Mtok out$2.1per Mtok cachedbaseten.co · read 2026-08-25
Cloudflare aggregatorstandard$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedmodels.dev · read 2026-10-31
Cloudflare aggregatornot on the seller's list todaysandbox$1.4per Mtok in$4.4per Mtok outdevelopers.cloudflare.com · read 2026-08-25
Featherless AI aggregatorstandard$1.4per Mtok in$4.4per Mtok outapi.featherless.ai · read 2026-09-20
Fireworks AI 2 ways$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cached
Fireworks AI aggregatorstandard$1.4per Mtok in$4.4per Mtok out$0.14per Mtok cachedraw.githubusercontent.com · read 2026-10-31
Fireworks AI aggregatorpriority$1.75per Mtok in$5.5per Mtok out$0.17per Mtok cachedraw.githubusercontent.com · read 2026-10-31
Fireworks AI aggregatornot on the seller's list todayfast$2.1per Mtok in$6.6per Mtok out$0.21per Mtok cacheddocs.fireworks.ai · read 2026-08-24
Fireworks AI aggregatornot on the seller's list todayfast-us$2.1per Mtok in$6.6per Mtok out$0.21per Mtok cacheddocs.fireworks.ai · read 2026-08-24
FriendliAI aggregatorstandard$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedapi.friendli.ai · read 2026-09-20
Nebius Token Factory aggregatorstandard$1.4per Mtok in$4.4per Mtok outtokenfactory.nebius.com · read 2026-08-25
Novita AI aggregatorstandard$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedapi.novita.ai · read 2026-08-25
Together AI aggregatorstandard$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedmodels.dev · read 2026-10-31
Venice AI aggregatorstandard$1.4per Mtok in$4.4per Mtok out$0.26per Mtok cachedmodels.dev · read 2026-10-31
PPIO aggregatorstandard$8per Mtok in$28per Mtok outapi.ppinfra.com · read 2026-10-31

Measured 54 standings

PlaceBoardMetricScore
1stof 34Design Arena · pdf (agents)Elo1353
4thof 17SWE-rebench Leaderboard (default window 15/05/2026–01/07/2026, 111 problems)Resolved Rate (%) (high)62.9
5thof 35Swe bench verified — Epoch AImean_score (max)78.7
7thof 12Posttrainbench — Epoch AIAverage (%) (max)0.317
14thof 71Vending bench 2 — Epoch AIScore8313.778
15thof 29Surface evolver bench — Epoch AIMean score (high)0.556
17thof 39Design Arena · agenticgamedev (agents)Elo1156
18thof 61Design Arena · fullstack (agents)Elo1241
21stof 36Design Arena · htmlslides (agents)Elo1071
21stof 23Gbaeval — Epoch AIOverall score0
23rdof 28Ebr bench — Epoch AImean_score (max)9.524
25thof 68Design Arena · webapps (agents)Elo1211
25thof 135Webdev arena — Epoch AIArena Score (max)1593.25
27thof 54Design Arena · androidnative (agents)Elo1175
27thof 141LMArena · WebDevScore (Elo) (max)1603
28thof 41Design Arena · python-pptxslides (agents)Elo1148
29thof 154Design Arena · dataviz (models)Elo1286
31stof 326GPQA Diamondmean_score (max)91.856
33rdof 50Design Arena · godotgamedev (agents)Elo1142
33rdof 414LMArena · TextScore (Elo) (max)1475
34thof 150Design Arena · 3d (models)Elo1284
34thof 173Weirdml — Epoch AIAccuracy (max)70.12
35thof 39Design Arena · blender3d (agents)Elo974
35thof 163Design Arena · codecategories (models)Elo1285
36thof 157Design Arena · uicomponent (models)Elo1290
36thof 169Design Arena · website (models)Elo1283
36thof 102Simplebench — Epoch AIScore (AVG@5)0.588
37thof 131Artificial Analysis · Agentic IndexIndex38.4
37thof 46Frontiercode — Epoch AIMain score (none)0.245
40thof 114Design Arena · svg (models)Elo1208
42ndof 60Apex agents — Epoch AIPass@1 score0.452
42ndof 68Design Arena · mobileapps (agents)Elo1161
43rdof 162Design Arena · gamedev (models)Elo1266
43rdof 122Frontiermath tiers 1 3 v2 — Epoch AImean_score (max)59.206
43rdof 84Proofbench — Epoch AIAccuracy (max)35
44thof 78Frontiermath tier 4 v2 — Epoch AImean_score (max)29.268
46thof 93Design Arena · asciiart (models)Elo1188
48thof 163Artificial Analysis · Coding IndexIndex68.8
54thof 69Deepswe — Epoch AIPass@1 (max)0.438
58thof 132Ale bench — Epoch AIPerformance (high)1046.95
59thof 93Simpleqa verified — Epoch AImean_score (max)34.2
61stof 260Critpt — Epoch AIAccuracy (max)20.857
63rdof 235Dtbench — Epoch AIAccuracy (max)93.6
68thof 142Mystery game puzzles — Epoch AImean_score (low)19
85thof 154Chess puzzles — Epoch AImean_score (max)22
86thof 197Lmca — Epoch AIScore (max)45.82
98thof 306OTIS Mock AIME 2024-2025mean_score (max)86.389
108thof 235Scicode — Epoch AIScore (max)51.157
133rdof 273ARC-AGI-1 (Public Eval)Score (%)80.38
135thof 298ARC-AGI-1 (Semi-Private)Score (%)77
139thof 282ARC-AGI-2 (Public Eval)Score (%)20.83
142ndof 309Arc agi — Epoch AIScore77
151stof 298ARC-AGI-2 (Semi-Private)Score (%)22.78
154thof 290Arc agi 2 — Epoch AIScore22.775

About

GLM 5.2 — a text model from Z.ai, sold by 28 companies from $0.006 in and $7 out per million tokens, placed 1st of 34 on Design Arena · pdf (agents).

It takes text and returns text, with a context window of 262,144 tokens. It was published in June 2026. Its sellers say it can reason step by step and call a tool. The catalogue files it under reasoning, code and agents. 28 companies sell it. The cheapest is $0.006 in and $7 out per million tokens at OpenRouter. Beside the standard rate there are faster, separately routed, regional and flex lanes. It has been measured on 54 boards, and stands best at 1st of 34 on Design Arena · pdf (agents).

Every current figure

Maker
Z.ai
Register
model
Takes
text
Returns
text
Context
262,144 tokens
Published
June 2026
Parameters
753 billion
Licence
not read
Sellers
28
Price
$0.006 in and $7 out per million tokens — OpenRouter
Boards
54
Best place
1st of 34 — Design Arena · pdf (agents)

Known as 30 names

GLM-5.2 (max)GLM 5.2 (Max)glm-5.2-maxGLM-5.2 [high]Z.ai GLM-5.2 [high]GLM-5.2zai-org/glm-5.2zai-org/GLM-5.2-Fast@cf/zai-org/glm-5.2fireworks/glm-5p2zai-glm-5-2z-ai/glm-5.2z-ai/glm-5.2:USz-ai/glm-5.2:batchdeepinfra/glm-5.2deepinfra/glm-5.2:flexdoubleword/glm-5.2doubleword/glm-5.2:flexfireworks/glm-5.2inceptron/glm-5.2mistral/glm-5-2nebius/glm-5.2runware/glm-5.2sail/glm-5.2scaleway/glm-5.2sference/glm-5.2tencent/glm-5.2tensorx/glm-5.2zai/glm-5.2Z.ai: GLM 5.2 (batch)