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-R1

DeepSeek

DeepSeek-R1 is a language model developed by DeepSeek. It achieves strong performance with an average score of 74.1% across 20 benchmarks. It excels particularly in MATH-500 (97.3%), MMLU-Redux (92.9%), CLUEWSC (92.8%). It supports a 262K token context window for handling large documents. The model is available through 4 API providers. Released in 2025, it represents DeepSeek's latest advancement in AI technology.

Mistral AI

Codestral-22B

Mistral AI

2024-05-29

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

7 months newer

Pricing Comparison

Cost per million tokens (USD)

Mistral AI

Codestral-22B

$1.94 cheaper
Input:$0.20
Output:$0.60
DeepSeek

DeepSeek-R1

Input:$0.55
Output:$2.19

Performance Metrics

Context window and performance specifications

Mistral AI

Codestral-22B

Max Context:65.5K
Parameters:22.2B
DeepSeek

DeepSeek-R1

Larger context
Max Context:262.1K
Parameters:671.0B

Performance comparison across key benchmark categories

Mistral AI

Codestral-22B

code
71.2%
general
34.0%
DeepSeek

DeepSeek-R1

code
+10.9%
82.1%
general
+41.3%
75.3%

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-R1

4 providers

Together

Throughput: 4 tok/s
Latency: 0.6ms

DeepInfra

Throughput: 0.9 tok/s
Latency: 0.3ms

Fireworks

Throughput: 2.1 tok/s
Latency: 0.3ms

DeepSeek

Throughput: 9 tok/s
Latency: 0.3ms
Mistral AI

Codestral-22B

Avg Score:0.0%
Providers:2
DeepSeek

DeepSeek-R1

Avg Score:0.0%
Providers:4