Comparison · Z.ai

GLM 5.3 Flash vs GLM 5.3 FlashX

Listed API prices of GLM 5.3 Flash and GLM 5.3 FlashX turned into the cost of the same three standard tasks. Output quality, speed and answer length are not compared.

Calculated impact cost per task and per month

For an L2 task (deep analysis over a 50,000-token document, 3 steps), GLM 5.3 Flash costs $0.0056 and GLM 5.3 FlashX $0.063 at the prices listed in the United States on , so GLM 5.3 Flash is 91.1 % less than GLM 5.3 FlashX, counting visible output only, without cache discounts or hidden reasoning.

Head to head: GLM 5.3 Flash: $0.0056; GLM 5.3 FlashX: $0.063 Calculated from published rates Input and visible output are priced separately for the same task. 159,000 input + 3,000 visible output tokens per task. No cache discount; hidden reasoning excluded.
Head to head.Calculated from published rates Input and visible output are priced separately for the same task. 159,000 input + 3,000 visible output tokens per task. No cache discount; hidden reasoning excluded. Open image · Explore the chart · Measured Lab · CC BY 4.0
TaskGLM 5.3 Flash, per taskGLM 5.3 FlashX, per taskGLM 5.3 Flash, per monthGLM 5.3 FlashX, per monthGLM 5.3 Flash vs GLM 5.3 FlashX, per task
L1Micro-task (classification or strict JSON extraction)$0.0001per L1 task$0.0008per L1 task$0.976per month$11.75per month−91.7 %
L2Deep analysis over a 50,000-token document$0.0056per L2 task$0.063per L2 task$81.40per month$913.67per month−91.1 %
L3Agentic coding loop, 15 steps$0.045per L3 task$0.498per L3 task$654.32per month$7,270.58per month−91.0 %

Calculated Per month: 20 tasks an hour around the clock, 730 hours.

Prices USD per 1M tokens

PriceGLM 5.3 FlashGLM 5.3 FlashX
Input, per 1M tokens$0.034$0.370
Output, per 1M tokens$0.083$1.25
Price fromOpenRouter · source page (data) PublishedOpenRouter · source page (data) Published
Read · the United States · the United States
Context window1,048,576 tokens1,048,576 tokens

Price changes in the last 30 days

  • The listed price of GLM 5.3 Flash changed on on OpenRouter: output 131,072 tokens → 943,718 tokens per 1M tokens.
  • The listed price of GLM 5.3 Flash changed on on OpenRouter: input $0.02 → $0.05 per 1M tokens.
  • The listed price of GLM 5.3 Flash changed on on OpenRouter: input $0.05 → $0.15, output $0.20 → $0.50 per 1M tokens.
  • The listed price of GLM 5.3 Flash changed on on OpenRouter: output 943,717 tokens → 131,072 tokens per 1M tokens.
  • The listed price of GLM 5.3 Flash changed on on OpenRouter: input $0.15 → $0.03, output $0.50 → $0.08 per 1M tokens.

All model comparisons · How we check prices

Explore the numbers

Calculated from published rates

The same work. Two bills.

Input and visible output are priced separately for the same task.

$0.057L2 task differenceGLM 5.3 FlashX more
$832.27L2 monthly differenceAssumption: 20 tasks/hour × 730 hours
GLM 5.3 Flash$0.0056GLM 5.3 FlashX$0.063$0.00$0.02$0.04$0.06$0.08GLM 5.3 Flash$0.0056GLM 5.3 FlashX$0.063$0.00$0.02$0.04$0.06$0.08
Fresh inputVisible output

159,000 input + 3,000 visible output tokens per task. No cache discount; hidden reasoning excluded.

GLM 5.3 FlashX costs $0.057 more per task.

GLM 5.3 Flash$0.0001GLM 5.3 FlashX$0.0008$0.00$0.0005$0.001GLM 5.3 Flash$0.0001GLM 5.3 FlashX$0.0008$0.00$0.0005$0.001
Fresh inputVisible output

1,500 input + 200 visible output tokens per task. No cache discount; hidden reasoning excluded.

GLM 5.3 FlashX costs $0.0007 more per task.

GLM 5.3 Flash$0.045GLM 5.3 FlashX$0.498$0.00$0.20$0.40$0.60GLM 5.3 Flash$0.045GLM 5.3 FlashX$0.498$0.00$0.20$0.40$0.60
Fresh inputVisible output

1,315,500 input + 9,000 visible output tokens per task. No cache discount; hidden reasoning excluded.

GLM 5.3 FlashX costs $0.453 more per task.

GLM 5.3 Flash$81.40GLM 5.3 FlashX$913.67$0$500$1,000GLM 5.3 Flash$81.40GLM 5.3 FlashX$913.67$0$500$1,000
Fresh inputVisible output

Assumption: 20 tasks/hour × 730 hours = 14,600 tasks/month.

Observed · United States

Wait and streaming speed

The same short request. Each route must have successful answers on at least two dates.

GLM 5.3 Flash

Collecting

No route for this model has passed the publication threshold.

Published context window: 1,048,576 tokens.

GLM 5.3 FlashX

Collecting

No route for this model has passed the publication threshold.

Published context window: 1,048,576 tokens.

Unknown

No comparable published API documentation for this pair.

Sources: this page; published model prices (data (JSON)); task assumptions (data (JSON)). Published prices · Observed responses · Calculated scenarios · Assumptions stated with each chart.