Atlas / Models / Z Ai / Z.ai: GLM 5.3 Prime

Z.ai: GLM 5.3 Prime✓ Catalog verified

z-ai/glm-5.3-prime

GLM-5.3-Prime is the high-speed variant of Z.ai's GLM-5.3, inheriting its full capabilities while delivering 1.5–2× the output throughput through inference acceleration. It supports text input and output with a 1M-token...

Input price
$2.80 /1M
Output price
$8.80 /1M
Context
1M
Modalities
text
Released
Sep 23, 2026
Tool calling
✓ Yes
Atlas signal
90/100
01

Overview

GLM-5.3-Prime is the high-speed variant of Z.ai's GLM-5.3, inheriting its full capabilities while delivering 1.5–2× the output throughput through inference acceleration. It supports text input and output with a 1M-token...

Access: available through the official Z Ai API. Context window: 1M.

Pricing and metadata from the ModelsAtlas catalog.Last refreshed Sep 24, 2026
02

Specifications

API identifierz-ai/glm-5.3-prime
ProviderZ Ai
Model typeText LLM
Context window1M catalog
Input modalitiestext
Output modalitiestext
ReleasedSep 23, 2026
ModeratedNo
Architecture modalitytext->text
Supported parameters
frequency_penaltyinclude_reasoninglogprobsmax_tokenspresence_penaltyreasoningreasoning_effortresponse_formatseedstoptemperaturetool_choicetoolstop_ktop_logprobstop_p
Source: provider documentation + catalog feedMethodology →

API defaults

Default parameters
{
  "top_p": 0.95,
  "temperature": 1
}
03

Pricing

Live pricing components for z-ai/glm-5.3-prime as published in the catalog.

$2.80
Input /1M
$8.80
Output /1M
Per request
Per image
Pricing componentRaw unit priceNormalizedUnit
Prompt tokens$0.0000028$2.80 / 1MPer input token
Completion tokens$0.0000088$8.80 / 1MPer output token
Request feeN/AN/APer request
Image feeN/AN/APer image unit
Web search feeN/AN/APer search request
Source: catalog pricing feedCompare all pricing →Cheapest models →
04

Cost calculator

Estimate monthly spend from your own token volumes.

Scale / Volume

Estimated Total Cost

$3.16Calculated from current list pricing in the ModelsAtlas catalog.
05

Capabilities

CapabilityStatusWhat it means
Visual UnderstandingNot advertisedImage and document analysis support
Audio ProcessingNot advertisedSpeech and voice aligned flows
Tool Calling✓ SupportedSupports tools / function calling
Self-HostingNot advertisedDeploy outside managed APIs
Derived from catalog capability tags and supported parameters
06

Capability signals

Directional signals derived from model metadata and capability tags — not official benchmark submissions.

Z.ai: GLM 5.3 Prime
MMLU Signal (Reasoning)
95signal
Coding Signal (HumanEval proxy)
92signal
Math Signal (GSM8K proxy)
87signal
Science Signal (GPQA proxy)
87signal
Estimated from metadata — not an official benchmark runAll benchmarks →Methodology →
07

Quick start

Call Z.ai: GLM 5.3 Prime through an OpenAI-compatible client.

from openai import OpenAI

client = OpenAI(
    base_url="https://openrouter.ai/api/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="z-ai/glm-5.3-prime",
    messages=[{"role": "user", "content": "Explain quantum physics."}]
)

print(response.choices[0].message.content)
08

Alternatives

Closest models by context window from a different provider.

09

Sources & attribution

Pricing and metadata are maintained in the ModelsAtlas catalog.

Capability bars use metadata tags — directional estimates onlyHow we source and verify data →
10

Frequently asked questions

How much does Z.ai: GLM 5.3 Prime cost?

$2.80 per 1M input tokens and $8.80 per 1M output tokens on the official Z Ai API.

What is the context window of Z.ai: GLM 5.3 Prime?

Z.ai: GLM 5.3 Prime supports up to 1M tokens of context.

Does Z.ai: GLM 5.3 Prime support tool / function calling?

Yes, Z.ai: GLM 5.3 Prime supports tool / function calling — you can register tools and the model will emit structured tool calls.

How do I access Z.ai: GLM 5.3 Prime?

Use the official Z Ai API with the model id `z-ai/glm-5.3-prime`. See the Quick start section above for code examples.