GLM-4.5 (Reasoning)

← AI Models
Z AI
2025-07-28
MIT
355B params
Modality:
Intelligence
26.4
#199/532
Coding
26.3
#234/86
Math
73.7
#84/265
Speed
51 tok/s
TTFT: 778.00s
Pricing
$0.49 / $1.90
per 1M tokens (in/out)
Google Preferred Source

GLM-4.5 is an Agentic, Reasoning, and Coding (ARC) foundation model designed for intelligent agents, featuring 355 billion total parameters with 32 billion active parameters using MoE architecture. Trained on 23T tokens through multi-stage training, it is a hybrid reasoning model that provides two modes: thinking mode for complex reasoning and tool usage, and non-thinking mode for immediate responses. The model unifies agentic, reasoning, and coding capabilities with 128K context length support. It achieves exceptional performance with a score of 63.2 across 12 industry-standard benchmarks, placing 3rd among all proprietary and open-source models. Released under MIT open-source license allowing commercial use and secondary development.

GLM-4.5 (Reasoning) is Z AI’s model designed for advanced reasoning tasks. It processes at 51.229 tokens per second and is priced at $0.49 per million input tokens, targeting professional users.

When to Use GLM-4.5 (Reasoning)

✓ Best For

  • Complex reasoning tasks
  • Mathematical problem solving
  • Coding assistance

✗ Not Ideal For

  • Basic conversational applications
  • High-speed real-time processing

How GLM-4.5 (Reasoning) Compares

Intelligence Index · Higher is better

AlibabaAmazonZ AIOpenAIKimi

Benchmark Profile

Output Speed · tok/s

AlibabaZ AI

Math Index

AnthropicAlibabaZ AIAllen Institute for AI

Intelligence · Coding · Math

Intelligence Coding Math

All Benchmark Scores (27)

BenchmarkScore
Intelligence Index 26.4
Coding Index 26.3
Math Index 73.7
MMLU-Pro 835%
GPQA 782%
LiveCodeBench 738%
HLE 122%
SWE-Bench Verified 64.2%
SciCode 34.8%
IFBench 44.1%
LCR 48.3%
TerminalBench Hard 22%
Tau2 43%
AIME 87.3%
AIME 2025 73.7%
MATH 500 97.9%
AA-Index 67.7%
AIME 2024 91%
BFCL-v3 77.8%
BrowseComp 26.4%
Humanity's Last Exam 14.4%
MATH-500 98.2%
TAU-bench Airline 60.4%
TAU-bench Retail 79.7%
Terminal-Bench 37.5%
Arena Chat 21.4
Arena Coding 7.4

Data: Artificial Analysis · Updated: April 10, 2026

Frequently Asked Questions (15)

When was GLM-4.5 (Reasoning) released?
GLM-4.5 (Reasoning) was released on July 28, 2025.
Who created GLM-4.5 (Reasoning)?
GLM-4.5 (Reasoning) was created by Z AI.
How intelligent is GLM-4.5 (Reasoning)?
GLM-4.5 (Reasoning) scores 26 on the Artificial Analysis Intelligence Index, placing it below average among other open weight models of similar size (median: 27).
How fast is GLM-4.5 (Reasoning)?
GLM-4.5 (Reasoning) generates output at 46.4 tokens per second (based on the median across providers serving the model), which is below average compared to other open weight models of similar size (median: 57.7 t/s).
What is the latency of GLM-4.5 (Reasoning)?
GLM-4.5 (Reasoning) has a time to first token (TTFT) of 2.87s (based on the median across providers serving the model), which is at the higher end compared to other open weight models of similar size (median: 2.17s).
How much does GLM-4.5 (Reasoning) cost?
GLM-4.5 (Reasoning) costs $0.49 per 1M input tokens (better than average, median: $0.60) and $1.90 per 1M output tokens (better than average, median: $2.20), based on the median across providers serving the model.
What is GLM-4.5 (Reasoning) API pricing?
GLM-4.5 (Reasoning) costs $0.49 per 1M input tokens and $1.90 per 1M output tokens (based on the median across providers serving the model). For a blended rate (3:1 input to output ratio), this is $0.84 per 1M tokens. Pricing may vary by provider.
How verbose is GLM-4.5 (Reasoning)?
When evaluated on the Intelligence Index, GLM-4.5 (Reasoning) generated 61M output tokens, which is somewhat higher than average compared to other open weight models of similar size (median: 39M).
Is GLM-4.5 (Reasoning) a reasoning model?
Yes, GLM-4.5 (Reasoning) is a reasoning model. It uses extended thinking or chain-of-thought reasoning to work through complex problems before providing an answer.
What input modalities does GLM-4.5 (Reasoning) support?
GLM-4.5 (Reasoning) supports text input.
What output modalities does GLM-4.5 (Reasoning) support?
GLM-4.5 (Reasoning) supports text output.
Can GLM-4.5 (Reasoning) process images?
No, GLM-4.5 (Reasoning) does not support image input. It can only process text.
Is GLM-4.5 (Reasoning) multimodal?
No, GLM-4.5 (Reasoning) is not multimodal. It only supports text input.
What is the context window of GLM-4.5 (Reasoning)?
GLM-4.5 (Reasoning) has a context window of 130k tokens. This determines how much text and conversation history the model can process in a single request.
Is GLM-4.5 (Reasoning) open source?
Yes, GLM-4.5 (Reasoning) is open weights. The model weights are publicly available and can be downloaded for self-hosting.