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GLM-5.3-Flash

Zhipu AIGLMOpen WeightMIT · Commercial OK

Description

GLM-5.3-Flash is the first natively multimodal model in Z.AI's GLM-5 series: a 320B-total / 18B-active MoE with hybrid sparse and linear attention (plus mHC), a 1M-token context window, and strong coding and long-horizon agent performance. MIT open weights are on Hugging Face. Launched 2026-08-26 after stealth testing as ox-alpha on OpenRouter and OpenCode. List pricing is $0.15/$0.50 per million input/output tokens (a temporary 50% promo ends 2026-09-09 16:00 UTC).

Release Date
2026-08-26
Parameters
320.0B
Context Length
1.0M
Modalities
image, pdf, text, video

Capability Radar

100
general
70
coding
60
reasoning
51
scienceest.
60
agents
80
multimodal

Science is estimated from LLM Stats science scores or reasoning when no dedicated science benchmarks are available.

Rankings

Domain#RankScoreSource
Multimodal Ranking14
65.0
LS

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

Toolathlon78.4%SR
OfficeQA Pro62.4%SR
AutomationBench48.8%SR
Agents' Last Exam26.3%SR

Code

DeepSWE 1.163.4%SR
NL2Repo56.3%SR

General

GDPval-AA1773.00 / 3000SR
Artificial Analysis57.0%SR

Reasoning

CharXiv-R89.4%SR
Terminal-Bench 2.184.3%SR
Humanity's Last Exam55.3%SR

Vision

MMVU80.5%SR
Chartography78.0%SR
MVBench77.8%SR
BabyVision53.4%SR

AA Evaluation Indices

(Artificial Analysis)

No AA evaluation data available

LLM Stats Category Scores

(LLM Stats (zeroeval))
Legal
100
Finance
100
Agents
100
Reasoning
100
General
100
Multimodal
80
Spatial Reasoning
80
Video
80
Code
70
Vision
70
Math
60
Tool Calling
60

Pricing

Input Price$0 / 1M tokens
Output Price$0 / 1M tokens
Blended Price (3:1)$0 / 1M tokens
Cache Read Price$0.015 / 1M tokens
Cache Write PriceFree

Speed

No speed data available

Provider Price Ranking

Provider Price Ranking

7 providers

Cheapest: Zhipu AIMost Expensive: DevPass (LLM Gateway)
ProviderInputOutput
1Zhipu AIPRIMARY
$0
$0
2Novita
$0
$0
3ZAI
$0
$0
4DeepInfra
$0
$0
5OpenCode Go
$0.075
$0.25
6Z.AI
$0.075
$0.25
7DevPass (LLM Gateway)
$0.15
$0.5

Compare pricing across different API providers for this model.

External Sources