GLM 5.3

z-ai/glm-5.3

GLM 5.3 builds on the GLM 5.2 base model with revised post-training for complex coding and long-running tasks. OpenRouter documents always-on reasoning for this entry, a meaningful distinction when budgeting output.

Input · Account credit
$1.40

per 1M tokens

Cash equivalent $0.14

Output · Account credit
$5.00

per 1M tokens

Cash equivalent $0.50

Context window
1,048,576

tokens · OpenRouter

Input → Output
Text→ 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

Consider it for bug fixes that span implementation, tests and a final review. Supply the acceptance conditions first and evaluate whether the patch actually meets them without weakening tests.

What to watch for

Do not assume a no-thinking switch is available: the reference page says reasoning cannot be disabled. Budget for reasoning and final text, and inspect truncation when the visible answer is unexpectedly empty.

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
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
$3.90
Estimated cash equivalent
$0.39

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$3.90$0.39
GLM 5.2$3.60$0.36
GLM 5.3 Flash$0.40$0.04

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 payment webhook can be delivered twice and out of order. Propose an idempotency design and tests proving it will not credit an account twice.

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
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",
  "messages": [
    {
      "role": "user",
      "content": "A payment webhook can be delivered twice and out of order. Propose an idempotency design and tests proving it will not credit an account twice."
    }
  ],
  "max_tokens": 4096
}
JSON

How to evaluate the result

Require a durable uniqueness constraint and an atomic state transition. Include concurrent duplicates and out-of-order delivery in the tests; an in-memory set is not enough.

Before you choose

Can I turn reasoning off on GLM 5.3?

The reviewed OpenRouter page says no. It lists selectable effort levels rather than a disabled mode. Y-API parameter forwarding still needs its own compatibility check.

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.