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Model Comparison

GLM-5.1 vs GPT-5.5Which is better in 2026?

GPT-5.5 significantly outperforms across most benchmarks. GLM-5.1 is 5.2x cheaper per token.

Verdict: GLM-5.1 vs GPT-5.5 — which is better?

GLM-5.1 (by Zhipu AI) and GPT-5.5 (by OpenAI) 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.

GLM-5.1 outperforms in 1 benchmarks (Humanity's Last Exam), while GPT-5.5 is better at 10 benchmarks (BrowseComp, CyberGym, Finance Agent v2, FrontierSWE, GPQA, LiveBench, MCP Atlas, SWE-Bench Pro, Terminal-Bench 2.0, Toolathlon). GPT-5.5 significantly outperforms across most benchmarks.

On price, GLM-5.1 is roughly 5.2x 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 GLM-5.1 if…

  • cost matters — it's about 5.2x cheaper per token
  • you need open weights you can self-host or fine-tune

Choose GPT-5.5 if…

  • you want the strongest raw capability — it leads on 10 of 11 shared benchmarks
  • you process long inputs — it offers a 1,050,000 token context window
  • you want the most recent training data — it shipped Apr 2026

Performance Benchmarks

Comparative analysis across standard metrics

11 benchmarks

GLM-5.1 outperforms in 1 benchmarks (Humanity's Last Exam), while GPT-5.5 is better at 10 benchmarks (BrowseComp, CyberGym, Finance Agent v2, FrontierSWE, GPQA, LiveBench, MCP Atlas, SWE-Bench Pro, Terminal-Bench 2.0, Toolathlon).

GPT-5.5 significantly outperforms across most benchmarks.

Fri Aug 07 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

GLM-5.1 costs less

For input processing, GLM-5.1 ($1.40/1M tokens) is 3.6x cheaper than GPT-5.5 ($5.00/1M tokens).

For output processing, GLM-5.1 ($4.40/1M tokens) is 6.8x cheaper than GPT-5.5 ($30.00/1M tokens).

In conclusion, GPT-5.5 is more expensive than GLM-5.1.*

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

Lowest available price from all providers
Fri Aug 07 2026 • llm-stats.com
Zhipu AI
GLM-5.1
Input tokens$1.40
Output tokens$4.40
Best providerFriendliAI
OpenAI
GPT-5.5
Input tokens$5.00
Output tokens$30.00
Best providerOpenAI
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-5.1's 200,000 tokens. Both models can generate responses up to 128,000 tokens.

Zhipu AI
GLM-5.1
Input200,000 tokens
Output128,000 tokens
OpenAI
GPT-5.5
Input1,050,000 tokens
Output128,000 tokens
Fri Aug 07 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

GPT-5.5 supports multimodal inputs, whereas GLM-5.1 does not.

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

GLM-5.1

Text
Images
Audio
Video

GPT-5.5

Text
Images
Audio
Video

License

Usage and distribution terms

GLM-5.1 is licensed under MIT, while GPT-5.5 uses a proprietary license.

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

GLM-5.1

MIT

Open weights

GPT-5.5

Proprietary

Closed source

Release Timeline

When each model was launched

GLM-5.1 was released on 2026-04-07, while GPT-5.5 was released on 2026-04-23.

GPT-5.5 is 1 month newer than GLM-5.1.

GLM-5.1

Apr 7, 2026

4 months ago

GPT-5.5

Apr 23, 2026

3 months ago

2w newer

Knowledge Cutoff

When training data ends

GPT-5.5 has a documented knowledge cutoff of 2025-12-01, while GLM-5.1'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-5.1's cutoff date.

GLM-5.1

GPT-5.5

Dec 2025

Provider Availability

GLM-5.1 is available from FriendliAI, ZAI. GPT-5.5 is available from OpenAI.

GLM-5.1

friendli logo
FriendliAI
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

GPT-5.5

openai logo
OpenAI
Input Price:Input: $5.00/1MOutput Price:Output: $30.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Key Takeaways

Less expensive input tokens
Less expensive output tokens
Has open weights
Higher Humanity's Last Exam score (52.3% vs 52.2%)
Larger context window (1,050,000 tokens)
Supports multimodal inputs
Higher BrowseComp score (84.4% vs 79.3%)
Higher CyberGym score (81.8% vs 68.7%)
Higher Finance Agent v2 score (51.8% vs 44.8%)
Higher FrontierSWE score (73.0% vs 31.0%)
Higher GPQA score (93.6% vs 86.2%)
Higher LiveBench score (80.7% vs 70.2%)
Higher MCP Atlas score (75.3% vs 71.8%)
Higher SWE-Bench Pro score (58.6% vs 58.4%)
Higher Terminal-Bench 2.0 score (82.7% vs 69.0%)
Higher Toolathlon score (55.6% vs 40.7%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against GLM-5.1 and GPT-5.5 side-by-side, then vote on the output you prefer.

GLM-5.1
✓ Preferred
GPT-5.5
Open in Playground
AI Model Comparison Table
Feature
Zhipu AI
GLM-5.1
OpenAI
GPT-5.5

FAQ

Common questions about GLM-5.1 vs GPT-5.5.

Which is better, GLM-5.1 or GPT-5.5?

GPT-5.5 significantly outperforms across most benchmarks. GLM-5.1 is made by Zhipu AI and GPT-5.5 is made by OpenAI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GLM-5.1 compare to GPT-5.5 in benchmarks?

GLM-5.1 scores Vending-Bench 2: 100.0%, AIME 2026: 95.3%, HMMT 2025: 94.0%, GPQA: 86.2%, IMO-AnswerBench: 83.8%. GPT-5.5 scores Tau2 Telecom: 98.0%, ARC-AGI: 95.0%, GPQA: 93.6%, ARC-AGI v2: 85.0%, GDPval-MM: 84.9%.

Is GLM-5.1 cheaper than GPT-5.5?

GLM-5.1 is 3.6x cheaper for input tokens. GLM-5.1 costs $1.40/M input and $4.40/M output via friendli. GPT-5.5 costs $5.00/M input and $30.00/M output via openai.

What are the context window sizes for GLM-5.1 and GPT-5.5?

GLM-5.1 supports 200K tokens and GPT-5.5 supports 1.1M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GLM-5.1 and GPT-5.5?

Key differences include context window (200K vs 1.1M), input pricing ($1.40 vs $5.00/M), multimodal support (no vs yes), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes GLM-5.1 and GPT-5.5?

GLM-5.1 is developed by Zhipu AI and GPT-5.5 is developed by OpenAI.