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%). The model is available through 2 API providers. Released in 2024, it represents Mistral 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.

Mistral AI

Codestral-22B

Mistral AI

2024-05-29

Amazon

Nova Lite

Amazon

2024-11-20

5 months newer

Pricing Comparison

Cost per million tokens (USD)

Mistral AI

Codestral-22B

Input:$0.20
Output:$0.60
Amazon

Nova Lite

$0.50 cheaper
Input:$0.06
Output:$0.24

Performance Metrics

Context window and performance specifications

Mistral AI

Codestral-22B

Max Context:65.5K
Parameters:22.2B
Amazon

Nova Lite

Larger context
Max Context:302.0K

Average performance across 1 common benchmarks

Mistral AI

Codestral-22B

Average Score:81.1%
Amazon

Nova Lite

+4.3%
Average Score:85.4%

Performance comparison across key benchmark categories

Mistral AI

Codestral-22B

code
71.2%
general
34.0%
Amazon

Nova Lite

code
+16.3%
87.5%
general
+30.9%
64.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Mistral AI

Codestral-22B

2 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Mistral AI

Throughput: 0.1 tok/s
Latency: 0.5ms
Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Mistral AI

Codestral-22B

Avg Score:81.1%
Providers:2
Amazon

Nova Lite

+4.3%
Avg Score:85.4%
Providers:1