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GLM 4.5 Air vs GPT-5.4 Image 2

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GLM 4.5 Air and GPT-5.4 Image 2.

Zhipu AI

GLM 4.5 Air

GLM-4.5-Air is the lightweight variant of our latest flagship model family, also purpose-built for agent-centric applications. Like GLM-4.5, it adopts the Mixture-of-Experts (MoE) architecture but with a more compact parameter...

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OpenAI

GPT-5.4 Image 2

[GPT-5.4](https://openrouter.ai/openai/gpt-5.4) Image 2 combines OpenAI's GPT-5.4 model with state-of-the-art image generation capabilities from GPT Image 2. It enables rich multimodal workflows, allowing users to seamlessly move between reasoning, coding, and...

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Technical Specifications

SpecificationGLM 4.5 AirGPT-5.4 Image 2
ProviderZhipu AIOpenAI
Context Window131,072 tokens272,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-07-252026-04-21

API Pricing Comparison

Input Price per Million Tokens

GLM 4.5 Air

$0.13

GPT-5.4 Image 2

$8.00

Output Price per Million Tokens

GLM 4.5 Air

$0.85

GPT-5.4 Image 2

$15.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

GLM 4.5 Air Quirks & Gotchas

No developer gotchas reported.

GPT-5.4 Image 2 Quirks & Gotchas

No developer gotchas reported.