Model Comparison

GPT-5.5 vs GLM-5.2Which is better in 2026?

GLM-5.2 shows notably better performance in the majority of benchmarks. GLM-5.2 is 7.7x cheaper per token.

Verdict: GPT-5.5 vs GLM-5.2 — which is better?

GPT-5.5 (by OpenAI) and GLM-5.2 (by Zhipu AI) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

GPT-5.5 outperforms in 2 benchmarks (GPQA, Toolathlon), while GLM-5.2 is better at 4 benchmarks (FrontierSWE, Humanity's Last Exam, MCP Atlas, SWE-Bench Pro). GLM-5.2 shows notably better performance in the majority of benchmarks.

On price, GLM-5.2 is roughly 7.7x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-5.5 also accepts a larger context window (1,050,000 input tokens), making it the stronger choice for long documents and large codebases.

Choose GPT-5.5 if…

  • you process long inputs — it offers a 1,050,000 token context window

Choose GLM-5.2 if…

  • you want the strongest raw capability — it leads on 4 of 6 shared benchmarks
  • cost matters — it's about 7.7x cheaper per token
  • you want the most recent training data — it shipped Jun 2026
  • you need open weights you can self-host or fine-tune

Performance Benchmarks

Comparative analysis across standard metrics

6 benchmarks

GPT-5.5 outperforms in 2 benchmarks (GPQA, Toolathlon), while GLM-5.2 is better at 4 benchmarks (FrontierSWE, Humanity's Last Exam, MCP Atlas, SWE-Bench Pro).

GLM-5.2 shows notably better performance in the majority of benchmarks.

Fri Jul 17 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

GLM-5.2 costs less

For input processing, GPT-5.5 ($5.00/1M tokens) is 5.3x more expensive than GLM-5.2 ($0.95/1M tokens).

For output processing, GPT-5.5 ($30.00/1M tokens) is 10.0x more expensive than GLM-5.2 ($3.00/1M tokens).

In conclusion, GPT-5.5 is more expensive than GLM-5.2.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Fri Jul 17 2026 • llm-stats.com
OpenAI
GPT-5.5
Input tokens$5.00
Output tokens$30.00
Best providerOpenAI
Zhipu AI
GLM-5.2
Input tokens$0.95
Output tokens$3.00
Best providerDeepinfra
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-5.5 accepts 1,050,000 input tokens compared to GLM-5.2's 1,048,576 tokens. GLM-5.2 can generate longer responses up to 131,072 tokens, while GPT-5.5 is limited to 128,000 tokens.

OpenAI
GPT-5.5
Input1,050,000 tokens
Output128,000 tokens
Zhipu AI
GLM-5.2
Input1,048,576 tokens
Output131,072 tokens
Fri Jul 17 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

GPT-5.5 supports multimodal inputs, whereas GLM-5.2 does not.

GPT-5.5 can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT-5.5

Text
Images
Audio
Video

GLM-5.2

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.5 is licensed under a proprietary license, while GLM-5.2 uses MIT.

License differences may affect how you can use these models in commercial or open-source projects.

GPT-5.5

Proprietary

Closed source

GLM-5.2

MIT

Open weights

Release Timeline

When each model was launched

GPT-5.5 was released on 2026-04-23, while GLM-5.2 was released on 2026-06-16.

GLM-5.2 is 2 months newer than GPT-5.5.

GPT-5.5

Apr 23, 2026

2 months ago

GLM-5.2

Jun 16, 2026

1 months ago

1mo newer

Knowledge Cutoff

When training data ends

GPT-5.5 has a documented knowledge cutoff of 2025-12-01, while GLM-5.2's cutoff date is not specified.

We can confirm GPT-5.5's training data extends to 2025-12-01, but cannot make a direct comparison without GLM-5.2's cutoff date.

GPT-5.5

Dec 2025

GLM-5.2

Provider Availability

GPT-5.5 is available from OpenAI. GLM-5.2 is available from DeepInfra, Fireworks, FriendliAI, Novita, Together, ZAI.

GPT-5.5

openai logo
OpenAI
Input Price:Input: $5.00/1MOutput Price:Output: $30.00/1M

GLM-5.2

deepinfra logo
Deepinfra
Input Price:Input: $0.95/1MOutput Price:Output: $3.00/1M
fireworks logo
Fireworks
Input Price:Input: $1.40/1MOutput Price:Output: $4.40/1M
friendli logo
FriendliAI
Input Price:Input: $1.40/1MOutput Price:Output: $4.40/1M
novita logo
Novita
Input Price:Input: $1.40/1MOutput Price:Output: $4.40/1M
together logo
Together
Input Price:Input: $1.40/1MOutput Price:Output: $4.40/1M
z logo
Unknown Organization
Input Price:Input: $1.40/1MOutput Price:Output: $4.40/1M
* Prices shown are per million tokens

Outputs Comparison

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Key Takeaways

Larger context window (1,050,000 tokens)
Supports multimodal inputs
Higher GPQA score (93.6% vs 91.2%)
Higher Toolathlon score (55.6% vs 48.2%)
Less expensive input tokens
Less expensive output tokens
Has open weights
Higher FrontierSWE score (74.0% vs 73.0%)
Higher Humanity's Last Exam score (54.7% vs 52.2%)
Higher MCP Atlas score (76.8% vs 75.3%)
Higher SWE-Bench Pro score (62.1% vs 58.6%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against GPT-5.5 and GLM-5.2 side-by-side, then vote on the output you prefer.

GPT-5.5
✓ Preferred
GLM-5.2
Open in Playground
AI Model Comparison Table
Feature
OpenAI
GPT-5.5
Zhipu AI
GLM-5.2

FAQ

Common questions about GPT-5.5 vs GLM-5.2.

Which is better, GPT-5.5 or GLM-5.2?

GLM-5.2 shows notably better performance in the majority of benchmarks. GPT-5.5 is made by OpenAI and GLM-5.2 is made by Zhipu AI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GPT-5.5 compare to GLM-5.2 in benchmarks?

GPT-5.5 scores Tau2 Telecom: 98.0%, ARC-AGI: 95.0%, GPQA: 93.6%, ARC-AGI v2: 85.0%, GDPval-MM: 84.9%. GLM-5.2 scores AIME 2026: 99.2%, HMMT 2025: 94.4%, HMMT Feb 26: 92.5%, GPQA: 91.2%, IMO-AnswerBench: 91.0%.

Is GPT-5.5 cheaper than GLM-5.2?

GLM-5.2 is 5.3x cheaper for input tokens. GPT-5.5 costs $5.00/M input and $30.00/M output via openai. GLM-5.2 costs $0.95/M input and $3.00/M output via deepinfra.

What are the context window sizes for GPT-5.5 and GLM-5.2?

GPT-5.5 supports 1.1M tokens and GLM-5.2 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-5.5 and GLM-5.2?

Key differences include context window (1.1M vs 1.0M), input pricing ($5.00 vs $0.95/M), multimodal support (yes vs no), licensing (Proprietary vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.5 and GLM-5.2?

GPT-5.5 is developed by OpenAI and GLM-5.2 is developed by Zhipu AI.