GLM-5.2 pricing and specs

open weights

Open flagship GLM for long-horizon coding agents and million-token context work

98,66 ₽input / 1M$1.1952
345 ₽output / 1M$4.1831
1Mcontexttokens
131Kmax outputtokens

GLM-5.2 price per 1M tokens

Type₽ / 1M$ / 1M
Input tokens98,66 ₽$1.1952
Output tokens345 ₽$4.1831
Cache read24,66 ₽$0.2988
Cache write0 ₽$0

Prices in rubles as of 11.11.2026 at the CBR rate: 1 $ = 82.55 ₽.

GLM-5.2 specs and limits

Context window
1M
Max output
131K
Input
text
Output
text
Family
glm
Released
2026-06-13
Updated
2026-06-13

What GLM-5.2 can do

  • ✓Reasoning
  • ✓Tool calling
  • ✓Structured output
  • —Attachments / files
  • —Vision (images)
  • ✓Temperature control
  • ✓Open weights

GLM-5.2 benchmarks

BenchmarkScoreMetric
SWE-Bench Pro62.1resolve rate
Terminal-Bench82.7success rate
FrontierSWE74.4dominance
Humanity's Last Exam40.5accuracy
Humanity's Last Exam54.7accuracy
CritPt20.9accuracy
AIME99.2accuracy
HMMT94.4accuracy
HMMT92.5accuracy
IMOAnswerBench91accuracy
GPQA Diamond91.2accuracy
NL2Repo48.9resolve rate
DeepSWE46.2resolve rate
Program Bench63.7score
Terminal-Bench81success rate
PostTrainBench34.3score
SWE Marathon13resolve rate
MCP Atlas76.8score
Tool-Decathlon48.2score

Model weights

Frequently asked questions

How much does the GLM-5.2 API cost?

Input costs $1.1952 per 1M tokens (98.66 ₽) and output costs $4.1831 per 1M (345 ₽). Zhipu AI bills the prompt and the completion separately, so the price of a call depends on how long both are. Ruble figures use the Bank of Russia rate of 82.55 ₽ per dollar for November 2026.

How much do 1,000 GLM-5.2 tokens cost?

List prices are quoted per 1M tokens, so 1,000 tokens cost a thousandth of that: divide $1.1952 for input and $4.1831 for output by 1,000. The same rates in rubles are 98.66 ₽ and 345 ₽ per 1M tokens. Both prompt tokens and completion tokens are billed.

How many tokens does GLM-5.2 hold?

The GLM-5.2 context window is 1M tokens (1,000,000). Everything shares that budget: the system prompt, the dialogue history, attached files and the answer the model writes. The figure comes from the Zhipu AI model card as of November 2026.

What are the GLM-5.2 limits?

The context window is 1M tokens (1,000,000) and a single response is capped at 131K tokens, so longer output has to be generated in parts. Rate limits are set by Zhipu AI per account and depend on your plan rather than on the model, so they are not listed here.

How is the GLM-5.2 price in rubles calculated?

Providers quote their tariffs in US dollars, so the ruble amounts here are a conversion at the official Bank of Russia rate of 82.55 ₽ per dollar. For GLM-5.2 that gives 98.66 ₽ per 1M input tokens and 345 ₽ per 1M output tokens. When the rate moves, the ruble price moves with it.

How is GLM-5.2 different from other GLM models?

GLM-5.2 belongs to the GLM family at Zhipu AI. Models in the GLM line differ in context size, price per 1M tokens and supported capabilities, so compare them by the numbers on their cards rather than by the name. Every GLM model is listed on the provider page.

Can GLM-5.2 reason?

Yes, GLM-5.2 declares a reasoning mode: it works through intermediate steps before it answers. Those steps add output tokens, so a call with a long reasoning chain costs more and takes longer than a plain completion. Capabilities declared for the model: reasoning, tool calling, structured output.

What capabilities does GLM-5.2 support?

The declared capabilities of GLM-5.2 are: reasoning, tool calling, structured output. It accepts text as input, and every attachment consumes tokens from the shared context window of 1M tokens. The list comes from the Zhipu AI model card and is refreshed with the catalog as of November 2026.

Does GLM-5.2 have open weights?

Yes, GLM-5.2 ships with open weights, so it can be downloaded and served on your own hardware instead of being used only through the Zhipu AI API. What you may do with it is set by the license shown on the card. Catalog prices cover hosted API access.

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