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Model Comparison

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

Anthropic

Claude 3 Sonnet

Anthropic

Claude 3 Sonnet is a multimodal language model developed by Anthropic. It achieves strong performance with an average score of 73.8% across 11 benchmarks. It excels particularly in ARC-C (93.2%), GSM8k (92.3%), HellaSwag (89.0%). The model shows particular specialization in reasoning tasks with an average performance of 91.1%. It supports a 400K token context window for handling large documents. The model is available through 3 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents Anthropic's latest advancement in AI technology.

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.

Anthropic

Claude 3 Sonnet

Anthropic

2024-02-29

GLM-4.5

Zhipu AI

2025-07-28

1 year newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude 3 Sonnet

Input:$3.00
Output:$15.00

GLM-4.5

$16.00 cheaper
Input:$0.40
Output:$1.60

Performance Metrics

Context window and performance specifications

Anthropic

Claude 3 Sonnet

Larger context
Max Context:400.0K

GLM-4.5

Max Context:262.1K
Parameters:355.0B

Average performance across 2 common benchmarks

Anthropic

Claude 3 Sonnet

Average Score:48.6%

GLM-4.5

+33.2%
Average Score:81.8%

Performance comparison across key benchmark categories

Anthropic

Claude 3 Sonnet

math
73.0%
reasoning
+50.1%
91.1%
general
67.6%
code
+22.3%
73.0%

GLM-4.5

math
+25.2%
98.2%
reasoning
41.1%
general
+11.7%
79.3%
code
50.7%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Anthropic

Claude 3 Sonnet

3 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Bedrock

Throughput: 120 tok/s
Latency: 0.5ms

Anthropic

Throughput: 100 tok/s
Latency: 0.5ms

GLM-4.5

1 providers

DeepInfra

Anthropic

Claude 3 Sonnet

Avg Score:48.6%
Providers:3

GLM-4.5

+33.2%
Avg Score:81.8%
Providers:1