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Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

GLM-4.5

Zhipu AI

GLM-4.5 is a language model developed by Zhipu AI. It achieves strong performance with an average score of 64.0% across 14 benchmarks. It excels particularly in MATH-500 (98.2%), AIME 2024 (91.0%), MMLU-Pro (84.6%). It supports a 262K token context window for handling large documents. The model is available through 1 API provider. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Zhipu AI's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

Nova Lite is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 70.7% across 27 benchmarks. It excels particularly in GSM8k (94.5%), ARC-C (92.4%), DocVQA (92.4%). It supports a 302K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents Amazon's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

2024-11-20

GLM-4.5

Zhipu AI

2025-07-28

8 months newer

Pricing Comparison

Cost per million tokens (USD)

GLM-4.5

Input:$0.40
Output:$1.60
Amazon

Nova Lite

$1.70 cheaper
Input:$0.06
Output:$0.24

Performance Metrics

Context window and performance specifications

GLM-4.5

Max Context:262.1K
Parameters:355.0B
Amazon

Nova Lite

Larger context
Max Context:302.0K

Average performance across 1 common benchmarks

GLM-4.5

+37.1%
Average Score:79.1%
Amazon

Nova Lite

Average Score:42.0%

Performance comparison across key benchmark categories

GLM-4.5

math
+14.3%
98.2%
reasoning
41.1%
code
50.7%
general
+14.5%
79.3%
Amazon

Nova Lite

math
83.9%
reasoning
+51.4%
92.4%
code
+36.8%
87.5%
general
64.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

GLM-4.5

1 providers

DeepInfra

Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms

GLM-4.5

+37.1%
Avg Score:79.1%
Providers:1
Amazon

Nova Lite

Avg Score:42.0%
Providers:1