So guys, already in our previous video we have discussed about if you probably see over here, we have
discussed about this entire evolution of large language model.
I went through this amazing website which is called as Artificial Analysis dot AI.
And here, uh, specifically comparison is done with respect to various models that are probably there
right now.
You know, so here you can actually see with respect to the quality right now, GPT four is having the
best quality, right.
If you see cloudy 3.5 sonnet, then you have Gemini 1.5 Pro, then you have cloudy three opus, then
you have Gemini 1.5 flash.
Then you have llama three model which is 70 billion parameters, which is again an open source.
Right.
So here the combination of both open source and paid model has been probably considered.
You also have llama three which is an 8 billion parameter.
Then you have this Mistral eight into seven b then GPT 53.5 turbo.
Right.
So with respect to quality right now, GPT four is basically having the best.
If you see with respect to speed right now, Gemini 1.5 flash is having the best speed with respect
to inferencing.
Then you have this llama three.
Then you have cloudy three haiku.
Um, with respect to speed basically means uh, how well the optimized the specific models are.
And you can probably go ahead and check this with respect to price USD per 1 million token.
And right now you can see cloudy three opus is the highest.
The best is llama three.
And this is with respect to again inferencing if it is specifically deployed in a cloud right.
So definitely go ahead and check out this particular website.
Here you will be able to get many more information like which all models are basically best in general
ability.
Right.
So here from the chatbot arena this data is taken to GPT four is high reasoning and knowledge over here.
ML GPT four is the best.
Then with respect to coding right.
Uh, cloudy 3.5 sonnet is the best.
Then here you can also see GPT uh Gemini 1.5 Pro which is from Google.
Right.
So many companies.
Right.
See over here.
And this is nothing but anthropic here.
Also you can probably see uh, different different models are specifically there right over here.
Right.
And, uh, everybody's competing to probably get the best model out there here.
Also, you can see with respect to quality and output speed, you'll be able to see Gemini 1.5 flash,
right?
Um, if the output is very high, but the quality is a little bit less right.
Uh, if I probably consider GPT four or, you know, if, let's say the output speed is somewhere around
90 and your quality general index, uh, is very good over here.
The value is 100, right?
With respect to GPT four turbo, the speed is less, but the quality is really good.
So this is specifically with respect to the comparison that you see.
Quality versus price here we already saw Claude three opus was really high.
GPT four turbo is somewhere here and remaining.
All the models are very, very less with respect to the price.
But the quality three quality I find out this cloudy 3.5 sonnet is best.
Then you have other models like Gemini 1.5 Pro and all right then output speed.
You can see Gemini 1.5.
Flash is basically having 165 tokens per second, uh, you know, over here.
And then, uh, you can probably go ahead and compare with all the other models over here, right.
Pricing input and output prices.
Also, you can probably see, see whenever we have this construct kind of models.
Right.
These are basically fine tuned models that are available over here.
So you can just go ahead and compare this.
These are some additional information.
And if you just want to see that, how many different types of supported models are there.
Here you have GPT four oh by OpenAI turbo, GPT 43.5, turbo 3.5.
Then with respect to Google, you have Google one point, Germany 1.5, Pro 1.5 flash gamma two.
Gamma two is an open source model.
See here you can see the difference between proprietary and open right?
When we say proprietary, this is basically a paid model.
When it is open it is an open source model over here right.
Gamma seven being struct is a fine tuned of gamma model.
So it is also open source.
Then you have this meta meta basically comes up with all the model as open source.
So here you can see all the open source model.
Then you have Mistral.
Uh two models are open and remaining.
All are paid.
Then you have this anthropic.
All are paid cohere, two are open and two are paid.
Then you also have this open chat.
This is open right now.
Databricks is also open.
Rekha.
Here you can see it is propriety and all the other things.
Also, you can probably go ahead and check it.
So a good handy website to probably go ahead and check the performance of each and every model.
So I hope you like this particular video.
Uh, I will see you all in the next video.
Thank you.