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.

DeepSeek

DeepSeek VL2

DeepSeek

DeepSeek VL2 is a multimodal language model developed by DeepSeek. It achieves strong performance with an average score of 70.9% across 14 benchmarks. It excels particularly in DocVQA (93.3%), ChartQA (86.0%), TextVQA (84.2%). The model shows particular specialization in vision tasks with an average performance of 76.7%. It supports a 259K 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 DeepSeek's latest advancement in AI technology.

Mistral AI

Codestral-22B

Mistral AI

2024-05-29

DeepSeek

DeepSeek VL2

DeepSeek

2024-12-13

6 months newer

Pricing Comparison

Cost per million tokens (USD)

Mistral AI

Codestral-22B

$4808.70 cheaper
Input:$0.20
Output:$0.60
DeepSeek

DeepSeek VL2

Input:$9.50
Output:$4800.00

Performance Metrics

Context window and performance specifications

Mistral AI

Codestral-22B

Max Context:65.5K
Parameters:22.2B
DeepSeek

DeepSeek VL2

Larger context
Max Context:258.6K
Parameters:27.0B

Performance comparison across key benchmark categories

Mistral AI

Codestral-22B

general
34.0%
DeepSeek

DeepSeek VL2

general
+35.9%
69.9%

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
DeepSeek

DeepSeek VL2

1 providers

Replicate

Throughput: 22 tok/s
Latency: 0.5ms
Mistral AI

Codestral-22B

Avg Score:0.0%
Providers:2
DeepSeek

DeepSeek VL2

Avg Score:0.0%
Providers:1