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.

Google

Gemma 3 12B

Google

Gemma 3 12B is a multimodal language model developed by Google. It achieves strong performance with an average score of 63.8% across 26 benchmarks. It excels particularly in GSM8k (94.4%), IFEval (88.9%), DocVQA (87.1%). It supports a 262K 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. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Google's latest advancement in AI technology.

Mistral AI

Codestral-22B

Mistral AI

2024-05-29

Google

Gemma 3 12B

Google

2025-03-12

9 months newer

Pricing Comparison

Cost per million tokens (USD)

Mistral AI

Codestral-22B

Input:$0.20
Output:$0.60
Google

Gemma 3 12B

$0.65 cheaper
Input:$0.05
Output:$0.10

Performance Metrics

Context window and performance specifications

Mistral AI

Codestral-22B

Max Context:65.5K
Parameters:22.2B
Google

Gemma 3 12B

Larger context
Max Context:262.1K
Parameters:12.0B

Average performance across 2 common benchmarks

Mistral AI

Codestral-22B

+0.5%
Average Score:79.7%
Google

Gemma 3 12B

Average Score:79.2%

Performance comparison across key benchmark categories

Mistral AI

Codestral-22B

code
+0.7%
71.2%
general
34.0%
Google

Gemma 3 12B

code
70.5%
general
+19.2%
53.2%
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
Google

Gemma 3 12B

1 providers

DeepInfra

Throughput: 33 tok/s
Latency: 0.2ms
Mistral AI

Codestral-22B

+0.5%
Avg Score:79.7%
Providers:2
Google

Gemma 3 12B

Avg Score:79.2%
Providers:1