GLM 5.3 Flash

z-ai/glm-5.3-flash

GLM 5.3 Flash introduces native multimodality to the GLM 5 series. Unlike the text-only GLM 5.3 entry, its new base architecture combines sparse and linear attention for visual and long-context workloads.

Input · Account credit
$0.15

per 1M tokens

Cash equivalent $0.015

Output · Account credit
$0.50

per 1M tokens

Cash equivalent $0.05

Context window
1,048,576

tokens · OpenRouter

Input → Output
Text · Image · Video→ Text
Model specifications
Sources reviewed: Y-API catalog snapshot:

Choosing this model

Selection advice by Y-API. The checks below are suggested evaluations, not published test results.

Where to start

Try it on interface inspection where screenshots, requirements and code need to agree. Separate factual visual observations from proposed changes so unsupported guesses can be caught.

What to watch for

Flash is not merely a price setting on GLM 5.3. It is a distinct model with different modalities. Neither native vision nor a tools parameter proves the corresponding Y-API request path works.

Model specifications

These are OpenRouter model-level specifications, not a Y-API compatibility test. A particular route may accept fewer input formats, parameters or tokens. Verify the features you need with a small request; a successful text response does not validate vision or tool calling.

Context window
1,048,576 tokens
Input
Text · Image · Video
Output
Text
Listed on OpenRouter
Parameters listed by OpenRouter
frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_pparallel_tool_callspresence_penaltyreasoningreasoning_effortrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p
OpenRouter model page & specifications

Estimate your cost

Estimated credit consumed
$0.40
Estimated cash equivalent
$0.04

Illustrative token budget, not measured usage or a quote. Includes input and output; excludes separate media charges, cache discounts and retries. Include billed reasoning tokens in your output budget where applicable. Actual billing follows usage returned by the service.

$1 paid adds $10 of credit. Cash equivalent = credit consumed ÷ 10; this is not the model publisher’s list price.

Same token budget, different models
ModelEstimated credit consumedEstimated cash equivalent
GLM 5.3 Flash$0.40$0.04
GLM 5.3$3.90$0.39
Qwen3.8 Flash$0.45$0.045

Use the API

These minimal, text-only requests use the exact Y-API model ID. They do not demonstrate image, audio, video, file or tool support. The output limit also needs room for reasoning; an empty answer with finish_reason=length can mean the budget was exhausted.

A task to try

A form labels a required field only with a red border. Propose an accessible validation design covering text, focus and screen-reader feedback.

Set the TOKEN environment variable to a key from your console. Run this on your server or locally; never expose a key in browser code or a public repository.

cURL · GLM 5.3 Flash
curl --fail-with-body --silent --show-error --max-time 120 \
  'https://api.y-api.bestvirtualgoods.com/v1/chat/completions' \
  -H "Authorization: Bearer ${TOKEN:?Set TOKEN first}" \
  -H 'Content-Type: application/json' \
  --data-binary @- <<'JSON'
{
  "model": "z-ai/glm-5.3-flash",
  "messages": [
    {
      "role": "user",
      "content": "A form labels a required field only with a red border. Propose an accessible validation design covering text, focus and screen-reader feedback."
    }
  ],
  "max_tokens": 4096
}
JSON

How to evaluate the result

Look for a textual error tied to the input, non-color cues and deliberate focus handling. Add a known screenshot to a separate vision test before relying on visual inspection.

Before you choose

Is GLM 5.3 Flash just a smaller GLM 5.3?

The publisher describes a newly trained base and a different hybrid attention architecture. Treat it as a separate candidate, not a drop-in quality-equivalent pricing tier.

Sources & scope

Technical facts come from the cited model page and, where available, its linked publisher card. A card describes that checkpoint; it is not proof of the weights a gateway serves. Prices come only from the Y-API catalog. We do not claim measured latency, uptime or benchmark scores for this endpoint.