Model Comparison

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

Mistral AI

Codestral-22B

Mistral AI

Codestral-22B is a language model developed by Mistral AI. It achieves strong performance with an average score of 65.9% across 7 benchmarks. It excels particularly in HumanEvalFIM-Average (91.6%), HumanEval (81.1%), MBPP (78.2%). It supports a 512K token context window for handling large documents. The model is available through 3 API providers. Released in 2024, it represents Mistral AI's latest advancement in AI technology.

GLM-4.5V

Zhipu AI

GLM-4.5V is a multimodal language model developed by Zhipu AI. It supports a 197K token context window for handling large documents. The model is available through 2 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. 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.

Mistral AI

Codestral-22B

Mistral AI

2024-05-29

GLM-4.5V

Zhipu AI

2025-08-11

1 year newer

Pricing Comparison

Cost per million tokens (USD)

Mistral AI

Codestral-22B

$2.00 cheaper
Input:$0.20
Output:$0.60

GLM-4.5V

Input:$0.60
Output:$2.20

Performance Metrics

Context window and performance specifications

Mistral AI

Codestral-22B

Larger context
Max Context:512.0K
Parameters:22.2B

GLM-4.5V

Max Context:196.6K
Parameters:108.0B

Average performance across 7 common benchmarks

Mistral AI

Codestral-22B

+65.9%
Average Score:65.9%

GLM-4.5V

Average Score:0.0%

Provider Availability & Performance

Available providers and their performance metrics

Mistral AI

Codestral-22B

3 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Mistral AI

Throughput: 0.1 tok/s
Latency: 0.5ms

ZeroEval

Throughput: 114 tok/s
Latency: 0.114ms

GLM-4.5V

2 providers

Novita

ZeroEval

Throughput: 85 tok/s
Latency: 0.7ms
Mistral AI

Codestral-22B

+65.9%
Avg Score:65.9%
Providers:3

GLM-4.5V

Avg Score:0.0%
Providers:2