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compare/glm-5-3-vs-glm-5-3-flash

Comparison · inside the family

GLM-5.3 vs GLM-5.3 Flash

Our free chat runs both GLM-5.3 and GLM-5.3 Flash, so this is the comparison you can test immediately. They share a context window but differ in size, price, inputs and licence. We also place FlashX and Prime on the same sheet.

Data-backed verdicts

GLM-5.3

1

vs

GLM-5.3 Flash

4

Tie: 1 · counted from the six verdicts below

§ 01Specs

Specification matrix

OpenRouter data for the models compared on this page. Lowest prices and largest limits are highlighted.

GLM-5.3 vs GLM-5.3 Flash
ModelGLM-5.3GLM-5.3 FlashGLM-5.3 FlashXGLM-5.3 Prime
DeveloperZ.aiZ.aiZ.aiZ.ai
ReleasedAug 18, 2026Aug 26, 2026Sep 18, 2026Sep 23, 2026
Context window1.05M1.05M1.05M1M
Max output944K944K131K131K
Input price$0.079$0.0052$0.37$2.80
Output price$1.40$0.1985$1.25$8.80
InputsTextText, Image, VideoText, Image, VideoText
Open weightsYes (Hugging Face)Yes (Hugging Face)NoNo
Free chat hereIn our chatIn our chat——

Prices are USD per 1 million tokens as listed by OpenRouter; the best value in each row is highlighted. Source: OpenRouter model list and the official Hugging Face model cards.

§ 02Analysis

What the numbers mean

Two different models, not one model in two sizes

GLM-5.3 uses the same base model as GLM-5.2 and gains everything from post-training, according to Z.ai. GLM-5.3 Flash starts from a newly trained base model with a hybrid sparse and linear attention design, 320 billion parameters in total and 18 billion active per token, and native multimodal input.

Z.ai positions GLM-5.3 for the hardest software engineering and long-horizon agent tasks, and GLM-5.3 Flash for efficient coding and agents at a much lower cost. Z.ai says Flash outperforms GLM-5.2, the model GLM-5.3 is built on, at one-tenth of the price.

Price, inputs and licence

On OpenRouter, GLM-5.3 costs $0.079 per million input tokens and $1.40 per million output tokens. GLM-5.3 Flash costs $0.0052 and $0.1985 — about fifteen times cheaper on input and seven times cheaper on output.

Flash reads text, images and video; GLM-5.3 reads text only. Flash is released under the MIT licence, while GLM-5.3 uses a custom licence. Both list a context of 1,048,576 tokens and a maximum output of 943,718 tokens.

FlashX and Prime: the fast lanes

Each model has an API-only speed variant. GLM-5.3 FlashX is the high-speed version of Flash, up to 200 tokens per second, at $0.37 and $1.25 per million tokens. GLM-5.3 Prime is GLM-5.3 with 1.5–2× the output throughput, at $2.80 and $8.80. Both list a maximum output of 131,072 tokens.

In our chat, GLM-5.3 Flash is the default and has generous daily limits; GLM-5.3 has a smaller daily quota because it costs more to run.

  • Everyday tasks, images, translation: GLM-5.3 Flash.
  • Hard code, long reasoning: GLM-5.3.
  • Need speed over price: FlashX or Prime via API.

§ 03Verdicts

Six questions, six answers

Price

GLM-5.3 Flash

Flash costs $0.0052 / $0.1985 per million tokens against $0.079 / $1.40 for GLM-5.3.

Image and video input

GLM-5.3 Flash

Flash reads images and video; GLM-5.3 is text-only.

Hardest coding and long tasks

GLM-5.3

Z.ai positions GLM-5.3 as its model for complex software engineering and long-horizon agents.

Permissive licence

GLM-5.3 Flash

Flash is MIT-licensed; GLM-5.3 uses a custom licence.

Context window

Tie

Both list 1,048,576 tokens of context and 943,718 output tokens.

Daily availability here

GLM-5.3 Flash

Flash is the default with generous limits; GLM-5.3 has a smaller daily quota in our chat.

Bottom line

Use GLM-5.3 Flash by default — it is cheaper, reads images and is fully MIT. Switch to GLM-5.3 when a problem is hard enough that you want Z.ai's strongest reasoning model on it.

Pick GLM-5.3 if…

  • you are debugging tricky code or refactoring across files
  • you need careful multi-step reasoning
  • quality matters more than speed or cost

Pick GLM-5.3 Flash if…

  • you want fast answers for everyday work
  • you want to ask about images or video
  • you need the MIT licence for the weights
  • you send large volumes of text

§ 04FAQ

Common questions

Q01Is GLM-5.3 Flash a smaller GLM-5.3?

Not exactly. It is a separate model trained from a new base, with a different attention architecture and native multimodal input.

Q02Which one should I use in the chat?

Start with GLM-5.3 Flash. If an answer is not good enough on a hard problem, regenerate it with GLM-5.3.

Q03Why is GLM-5.3 limited per day here?

It costs more to run than Flash, so each visitor gets a smaller free daily quota for GLM-5.3. Flash keeps working when the quota is used.

Q04Can GLM-5.3 read images?

No. When you attach an image, our chat sends it to GLM-5.3 Flash.

§ 05More

Other comparisons

Try it now

Ask GLM-5.3 something real.

No account, no card, no install. Type a question and watch GLM-5.3 Flash answer in seconds — switch to GLM-5.3 for the hardest problems.

Open the free chatFree daily limits apply so the chat stays open for everyone.