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GLM-4.5 vs GPT-6.1 Sol

GPT-6.1 Sol leads the LLM Stats Score 52.0 to 27.7. GLM-4.5 is 5.7x cheaper per token.

Zhipu AI · OpenAI · Updated for 2026

Which is better?

GPT-6.1 Sol leads the overall LLM Stats Score 52.0 to 27.7, ranking #11 overall.

On price, GLM-4.5 is roughly 5.7x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-6.1 Sol also accepts a larger context window (1,050,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose GLM-4.5

  • cost matters — it's about 5.7x cheaper per token
  • you need open weights you can self-host or fine-tune

Choose GPT-6.1 Sol

  • overall performance matters — it scores 52.0 and ranks #11 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you process long inputs — it offers a 1,050,000 token context window
  • you want the most recent training data — it shipped Sep 2026

At a glance

The differences that matter most.

Core performance indexes
27.7
#148
52.0
#11
27.1
#148
42.2
#50
16.0
#135
38.4
#19
9.8
#128
38.1
#12
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.40 / M
$2.00 / M
Output price
$1.60 / M
$10.00 / M
Context window
131,072
1,050,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
GLM-4.5
GPT-6.1 Sol
21.3#54
22.1#47
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

14 reported for GLM-4.5 · 10 for GPT-6.1 Sol

No common benchmarks found

GLM-4.5 and GPT-6.1 Soldon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GLM-4.5 costs less

For input processing, GLM-4.5 ($0.40/1M tokens) is 5.0x cheaper than GPT-6.1 Sol ($2.00/1M tokens).

For output processing, GLM-4.5 ($1.60/1M tokens) is 6.3x cheaper than GPT-6.1 Sol ($10.00/1M tokens).

In conclusion, GPT-6.1 Sol is more expensive than GLM-4.5.*

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

Lowest available price from all providers
Thu Oct 01 2026 • llm-stats.com
Zhipu AI
GLM-4.5
Input tokens$0.40
Output tokens$1.60
Best providerDeepinfra
OpenAI
GPT-6.1 Sol
Input tokens$2.00
Output tokens$10.00
Best providerOpenAI
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-6.1 Sol accepts 1,050,000 input tokens compared to GLM-4.5's 131,072 tokens. GLM-4.5 can generate longer responses up to 131,072 tokens, while GPT-6.1 Sol is limited to 128,000 tokens.

Zhipu AI
GLM-4.5
Input131,072 tokens
Output131,072 tokens
OpenAI
GPT-6.1 Sol
Input1,050,000 tokens
Output128,000 tokens
Thu Oct 01 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-6.1 Sol supports multimodal inputs, whereas GLM-4.5 does not.

GPT-6.1 Sol can handle both text and other forms of data like images, making it suitable for multimodal applications.

GLM-4.5

Text
Images
Audio
Video

GPT-6.1 Sol

Text
Images
Audio
Video

License

Usage and distribution terms

GLM-4.5 is licensed under MIT, while GPT-6.1 Sol uses a proprietary license.

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

GLM-4.5

MIT

Open weights

GPT-6.1 Sol

Proprietary

Closed source

Release Timeline

When each model was launched

GLM-4.5 was released on 2025-07-28, while GPT-6.1 Sol was released on 2026-09-29.

GPT-6.1 Sol is 14 months newer than GLM-4.5.

GLM-4.5

Jul 28, 2025

1.2 years ago

GPT-6.1 Sol

Sep 29, 2026

1 days ago

1.2yr newer

Knowledge Cutoff

When training data ends

GPT-6.1 Sol has a documented knowledge cutoff of 2026-04-30, while GLM-4.5's cutoff date is not specified.

We can confirm GPT-6.1 Sol's training data extends to 2026-04-30, but cannot make a direct comparison without GLM-4.5's cutoff date.

GLM-4.5

—

GPT-6.1 Sol

Apr 2026

Provider Availability

GLM-4.5 is available from DeepInfra, Fireworks, Novita. GPT-6.1 Sol is available from OpenAI.

GLM-4.5

deepinfra logo
Deepinfra
Input Price:Input: $0.40/1MOutput Price:Output: $1.60/1M
fireworks logo
Fireworks
Input Price:Input: $0.55/1MOutput Price:Output: $2.19/1M
novita logo
Novita
Input Price:Input: $0.60/1MOutput Price:Output: $2.20/1M

GPT-6.1 Sol

openai logo
OpenAI
Input Price:Input: $2.00/1MOutput Price:Output: $10.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GLM-4.5 and GPT-6.1 Sol side-by-side, then vote on the output you prefer.

GLM-4.5
✓ Preferred
GPT-6.1 Sol
Open in Playground

FAQ

Common questions about GLM-4.5 vs GPT-6.1 Sol.

Which is better, GLM-4.5 or GPT-6.1 Sol?

GPT-6.1 Sol leads the LLM Stats Score 52.0 to 27.7. GLM-4.5 is made by Zhipu AI and GPT-6.1 Sol is made by OpenAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GLM-4.5 compare to GPT-6.1 Sol in benchmarks?

GLM-4.5 scores MATH-500: 98.2%, AIME 2024: 91.0%, MMLU-Pro: 84.6%, TAU-bench Retail: 79.7%, GPQA: 79.1%. GPT-6.1 Sol scores HealthBench Consensus: 96.0%, DeepSWE 1.1: 75.2%, OSWorld 2.0: 71.4%, HealthBench Professional: 64.2%, HealthBench: 58.5%.

Is GLM-4.5 cheaper than GPT-6.1 Sol?

GLM-4.5 is 5.0x cheaper for input tokens. GLM-4.5 costs $0.40/M input and $1.60/M output via deepinfra. GPT-6.1 Sol costs $2.00/M input and $10.00/M output via openai.

What are the context window sizes for GLM-4.5 and GPT-6.1 Sol?

GLM-4.5 supports 131K tokens and GPT-6.1 Sol 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-4.5 and GPT-6.1 Sol?

Key differences include LLM Stats Score (27.7 vs 52.0), context window (131K vs 1.1M), input pricing ($0.40 vs $2.00/M), multimodal support (no vs yes), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes GLM-4.5 and GPT-6.1 Sol?

GLM-4.5 is developed by Zhipu AI and GPT-6.1 Sol is developed by OpenAI.