Model Comparison

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

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.

Llama 3.1 405B Instruct

Meta

Llama 3.1 405B Instruct is a language model developed by Meta. It achieves strong performance with an average score of 79.2% across 18 benchmarks. It excels particularly in ARC-C (96.9%), GSM8k (96.8%), API-Bank (92.0%). It supports a 256K token context window for handling large documents. The model is available through 8 API providers. Released in 2024, it represents Meta's latest advancement in AI technology.

Codestral-22B

Mistral AI

2024-05-29

Llama 3.1 405B Instruct

Pricing Comparison

Cost per million tokens (USD)

Codestral-22B

$0.98 cheaper

Input:$0.20

Output:$0.60

Llama 3.1 405B Instruct

Input:$0.89

Output:$0.89

Performance Metrics

Context window and performance specifications

Codestral-22B

Max Context:65.5K

Parameters:22.2B

Llama 3.1 405B Instruct

Larger context

Max Context:256.0K

Parameters:405.0B

Average performance across 1 common benchmarks

Codestral-22B

Average Score:81.1%

Llama 3.1 405B Instruct

+7.9%

Average Score:89.0%

Performance comparison across key benchmark categories

Codestral-22B

code

71.2%

general

34.0%

Llama 3.1 405B Instruct

code

+10.2%

81.4%

general

+39.2%

73.2%

Benchmark Scores - Detailed View

Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Codestral-22B

2 providers

Google

Throughput: 42 tok/s

Latency: 0.4ms

Mistral AI

Throughput: 0.1 tok/s

Latency: 0.5ms

Llama 3.1 405B Instruct

8 providers

Together

Throughput: 35 tok/s

Latency: 0.5ms

Hyperbolic

Throughput: 40 tok/s

Latency: 0.5ms

DeepInfra

Throughput: 27 tok/s

Latency: 0.5ms

Google

Throughput: 42 tok/s

Latency: 0.4ms

Fireworks

Throughput: 78 tok/s

Latency: 0.5ms

Bedrock

Throughput: 100 tok/s

Latency: 0.5ms

Lambda

Throughput: 42 tok/s

Latency: 0.5ms

Replicate

Throughput: 22 tok/s

Latency: 0.5ms

Codestral-22B

Avg Score:81.1%

Providers:2

Llama 3.1 405B Instruct

+7.9%

Avg Score:89.0%

Providers:8