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Mistral releases a pair of AI reasoning models

Mistral releases a pair of AI reasoning models

French AI lab Mistral is getting into the reasoning AI model game.

On Tuesday morning, Mistral announced Magistral, its first family of reasoning models. Like other reasoning models — e.g. OpenAI’s o3 and Google’s Gemini 2.5 Pro — Magistral works through problems step-by-step for improved consistency and reliability across topics such as math and physics.

Magistral comes in two flavors: Magistral Small and Magistral Medium. Magistral Small is 24 billion parameters in size, and is available for download from the AI dev platform Hugging Face under a permissive Apache 2.0 license. (Parameters are the internal components of a model that guide its behavior.) Magistral Medium, a more capable model, is in preview on Mistral’s Le Chat chatbot platform and the company’s API, as well as third-party partner clouds.

“[Magistral is] suited for a wide range of enterprise use cases, from structured calculations and programmatic logic to decision trees and rule-based systems,” writes Mistral in a blog post. “[The models are] fine-tuned for multi-step logic, improving interpretability and providing a traceable thought process in the user’s language.”

Founded in 2023, Mistral is a frontier model lab building a range of AI-powered services, including the aforementioned Le Chat and mobile apps. It’s backed by venture investors like General Catalyst, and has raised over €1.1 billion (roughly $1.24 billion) to date.

Despite its formidable resources, Mistral has lagged behind other leading AI labs in certain areas, like developing reasoning models. Magistral doesn’t appear to be an especially competitive release, either, judging by Mistral’s own benchmarks.

On GPQA Diamond and AIME, tests that evaluate a model’s physics, math, and science skills, Magistral Medium underperforms Gemini 2.5 Pro and Anthropic’s Claude Opus 4. Magistral Medium also fails to surpass Gemini 2.5 Pro on a popular programming benchmark, LiveCodeBench.

Perhaps that’s why Mistral touts Magistral’s other strengths in its blog post. Magistral delivers answers at “10x” the speed of competitors in Le Chat, Mistral claims, and supports a wide array of languages, including Italian, Arabic, Russian, and Simplified Chinese.

“Building on our flagship models, Magistral is designed for research, strategic planning, operational optimization, and data-driven decision making,” the company writes in its post, “whether executing risk assessment and modelling with multiple factors, or calculating optimal delivery windows under constraints.”

The release of Magistral comes after Mistral debuted a “vibe coding” client, Mistral Code. A few weeks prior to that, Mistral launched several coding-focused models and rolled out Le Chat Enterprise, a corporate-focused chatbot service that offers tools like an AI agent builder and integrates Mistral’s models with third-party services like Gmail and SharePoint.

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Now, there’s another class of high-end gaming laptop that focuses more on performance than being thin or portable. The Lenovo Legion 7i Gen 10 is one of my favorites in this class, featuring a beautiful white chassis and glossy OLED display. Unlike some OLED displays, the Legion 7i’s screen can be cranked up to over 1,000 nits of brightness. The result is some really splendid HDR performance that brings games to life. HDR is a powerful way of improving the visuals of your games without a performance cost. The Legion 7i Gen 10 is one of the very best in this regard.

It’s still fairly thin at 0.7 inches thick too, while a lot of the ports are found on the back. It’s the definition of a “clean” gaming laptop. It’s no slouch when it comes to performance either, offering either the RTX 5070 Ti or RTX 5080 for graphics.

Cheap Gaming Laptops That Are Worth It

No gaming laptops worth buying are actually cheap. High-refresh rate displays and discrete graphics will always make them more expensive than standard laptops. But as you get closer to $1,000, there is one laptop I always come back to: the Lenovo LOQ 15. Pronounced “Lock,” this Lenovo subbrand is known for cutting the fluff and focusing on giving gamers the performance they need at an affordable price. No laptop does that better than the LOQ 15. Many laptop manufacturers sell their RTX 5060 configurations for hundreds of dollars more. In reality, if you’re shopping around $1,000, there’s no reason to not buy the LOQ 15. Just do it.

If you do want to save some extra cash, there is another option that is cheaper than the LOQ 15 with a few compromises in key areas. The Acer Nitro V 16 is that laptop, which comes with an RTX 5050. This was as affordable as $600 at one point last year—before prices on laptops have risen due to the ongoing memory shortage—but it remains the only laptop cheaper than the Lenovo LOQ 15 that’s actually worth it. It’s fairly powerful for the RTX 5050, and while the screen is pretty shoddy, it’s not a bad-looking laptop. The one big caveat is that the 135-watt power supply it comes with doesn’t deliver quite enough power to keep it charged in Performance mode. Read more about this issue in my review, as it’s important to know about if you’re planning to buy it.

There are other cheap gaming laptops out there I’ve tested, such as the MSI Cyborg A15, but either the Acer Nitro V 16 or Lenovo LOQ 15 are better, cheaper options. You will also find lots of gaming laptops under $1,000 that use older graphics cards, such as the RTX 4050 or 3050. In general, I’d recommend staying away from these. They’re only one or two generations back, but remember: Nvidia only releases new laptop graphics cards every couple of years. So, an RTX 4050 laptop may be well over two years old already, and an RTX 3050 is over five years old. Not only do you get worse graphics performance, these laptops are much more likely to need to be replaced sooner.

Experimental Stuff

One of the exciting things about the world of gaming laptops right now is the experimentation. While clamshell gaming laptops with a conventional Nvidia GPU are the most standard way to go, there’s a few different ways to take your PC games on the go that stretch the boundaries. You might consider a gaming handheld, for example, like the Steam Deck or Xbox Ally X. These handhelds have their fans, and while you can’t also do your homework on these devices, they’re great on couches, trains, and planes.

Image may contain: Computer, Electronics, Laptop, Pc, Desk, Furniture, Table, Tablet Computer, and Surface Computer
#Ive #Tested #Gaming #Laptops #Decade #Buylaptops,computers,shopping,buying guides,gaming,windows pcs">I’ve Tested Gaming Laptops for Over a Decade. This Is What I Think You Should BuyLenovoLegion 7i Gen 10 (16 Inch, Intel)Now, there’s another class of high-end gaming laptop that focuses more on performance than being thin or portable. The Lenovo Legion 7i Gen 10 is one of my favorites in this class, featuring a beautiful white chassis and glossy OLED display. Unlike some OLED displays, the Legion 7i’s screen can be cranked up to over 1,000 nits of brightness. The result is some really splendid HDR performance that brings games to life. HDR is a powerful way of improving the visuals of your games without a performance cost. The Legion 7i Gen 10 is one of the very best in this regard.It’s still fairly thin at 0.7 inches thick too, while a lot of the ports are found on the back. It’s the definition of a “clean” gaming laptop. It’s no slouch when it comes to performance either, offering either the RTX 5070 Ti or RTX 5080 for graphics.Cheap Gaming Laptops That Are Worth ItNo gaming laptops worth buying are actually cheap. High-refresh rate displays and discrete graphics will always make them more expensive than standard laptops. But as you get closer to ,000, there is one laptop I always come back to: the Lenovo LOQ 15. Pronounced “Lock,” this Lenovo subbrand is known for cutting the fluff and focusing on giving gamers the performance they need at an affordable price. No laptop does that better than the LOQ 15. Many laptop manufacturers sell their RTX 5060 configurations for hundreds of dollars more. In reality, if you’re shopping around ,000, there’s no reason to not buy the LOQ 15. Just do it.If you do want to save some extra cash, there is another option that is cheaper than the LOQ 15 with a few compromises in key areas. The Acer Nitro V 16 is that laptop, which comes with an RTX 5050. This was as affordable as 0 at one point last year—before prices on laptops have risen due to the ongoing memory shortage—but it remains the only laptop cheaper than the Lenovo LOQ 15 that’s actually worth it. It’s fairly powerful for the RTX 5050, and while the screen is pretty shoddy, it’s not a bad-looking laptop. The one big caveat is that the 135-watt power supply it comes with doesn’t deliver quite enough power to keep it charged in Performance mode. Read more about this issue in my review, as it’s important to know about if you’re planning to buy it.There are other cheap gaming laptops out there I’ve tested, such as the MSI Cyborg A15, but either the Acer Nitro V 16 or Lenovo LOQ 15 are better, cheaper options. You will also find lots of gaming laptops under ,000 that use older graphics cards, such as the RTX 4050 or 3050. In general, I’d recommend staying away from these. They’re only one or two generations back, but remember: Nvidia only releases new laptop graphics cards every couple of years. So, an RTX 4050 laptop may be well over two years old already, and an RTX 3050 is over five years old. Not only do you get worse graphics performance, these laptops are much more likely to need to be replaced sooner.Experimental StuffOne of the exciting things about the world of gaming laptops right now is the experimentation. While clamshell gaming laptops with a conventional Nvidia GPU are the most standard way to go, there’s a few different ways to take your PC games on the go that stretch the boundaries. You might consider a gaming handheld, for example, like the Steam Deck or Xbox Ally X. These handhelds have their fans, and while you can’t also do your homework on these devices, they’re great on couches, trains, and planes.#Ive #Tested #Gaming #Laptops #Decade #Buylaptops,computers,shopping,buying guides,gaming,windows pcs

Lenovo Legion 7i Gen 10 is one of my favorites in this class, featuring a beautiful white chassis and glossy OLED display. Unlike some OLED displays, the Legion 7i’s screen can be cranked up to over 1,000 nits of brightness. The result is some really splendid HDR performance that brings games to life. HDR is a powerful way of improving the visuals of your games without a performance cost. The Legion 7i Gen 10 is one of the very best in this regard.

It’s still fairly thin at 0.7 inches thick too, while a lot of the ports are found on the back. It’s the definition of a “clean” gaming laptop. It’s no slouch when it comes to performance either, offering either the RTX 5070 Ti or RTX 5080 for graphics.

Cheap Gaming Laptops That Are Worth It

No gaming laptops worth buying are actually cheap. High-refresh rate displays and discrete graphics will always make them more expensive than standard laptops. But as you get closer to $1,000, there is one laptop I always come back to: the Lenovo LOQ 15. Pronounced “Lock,” this Lenovo subbrand is known for cutting the fluff and focusing on giving gamers the performance they need at an affordable price. No laptop does that better than the LOQ 15. Many laptop manufacturers sell their RTX 5060 configurations for hundreds of dollars more. In reality, if you’re shopping around $1,000, there’s no reason to not buy the LOQ 15. Just do it.

If you do want to save some extra cash, there is another option that is cheaper than the LOQ 15 with a few compromises in key areas. The Acer Nitro V 16 is that laptop, which comes with an RTX 5050. This was as affordable as $600 at one point last year—before prices on laptops have risen due to the ongoing memory shortage—but it remains the only laptop cheaper than the Lenovo LOQ 15 that’s actually worth it. It’s fairly powerful for the RTX 5050, and while the screen is pretty shoddy, it’s not a bad-looking laptop. The one big caveat is that the 135-watt power supply it comes with doesn’t deliver quite enough power to keep it charged in Performance mode. Read more about this issue in my review, as it’s important to know about if you’re planning to buy it.

There are other cheap gaming laptops out there I’ve tested, such as the MSI Cyborg A15, but either the Acer Nitro V 16 or Lenovo LOQ 15 are better, cheaper options. You will also find lots of gaming laptops under $1,000 that use older graphics cards, such as the RTX 4050 or 3050. In general, I’d recommend staying away from these. They’re only one or two generations back, but remember: Nvidia only releases new laptop graphics cards every couple of years. So, an RTX 4050 laptop may be well over two years old already, and an RTX 3050 is over five years old. Not only do you get worse graphics performance, these laptops are much more likely to need to be replaced sooner.

Experimental Stuff

One of the exciting things about the world of gaming laptops right now is the experimentation. While clamshell gaming laptops with a conventional Nvidia GPU are the most standard way to go, there’s a few different ways to take your PC games on the go that stretch the boundaries. You might consider a gaming handheld, for example, like the Steam Deck or Xbox Ally X. These handhelds have their fans, and while you can’t also do your homework on these devices, they’re great on couches, trains, and planes.

Image may contain: Computer, Electronics, Laptop, Pc, Desk, Furniture, Table, Tablet Computer, and Surface Computer
#Ive #Tested #Gaming #Laptops #Decade #Buylaptops,computers,shopping,buying guides,gaming,windows pcs">I’ve Tested Gaming Laptops for Over a Decade. This Is What I Think You Should Buy

Lenovo

Legion 7i Gen 10 (16 Inch, Intel)

Now, there’s another class of high-end gaming laptop that focuses more on performance than being thin or portable. The Lenovo Legion 7i Gen 10 is one of my favorites in this class, featuring a beautiful white chassis and glossy OLED display. Unlike some OLED displays, the Legion 7i’s screen can be cranked up to over 1,000 nits of brightness. The result is some really splendid HDR performance that brings games to life. HDR is a powerful way of improving the visuals of your games without a performance cost. The Legion 7i Gen 10 is one of the very best in this regard.

It’s still fairly thin at 0.7 inches thick too, while a lot of the ports are found on the back. It’s the definition of a “clean” gaming laptop. It’s no slouch when it comes to performance either, offering either the RTX 5070 Ti or RTX 5080 for graphics.

Cheap Gaming Laptops That Are Worth It

No gaming laptops worth buying are actually cheap. High-refresh rate displays and discrete graphics will always make them more expensive than standard laptops. But as you get closer to $1,000, there is one laptop I always come back to: the Lenovo LOQ 15. Pronounced “Lock,” this Lenovo subbrand is known for cutting the fluff and focusing on giving gamers the performance they need at an affordable price. No laptop does that better than the LOQ 15. Many laptop manufacturers sell their RTX 5060 configurations for hundreds of dollars more. In reality, if you’re shopping around $1,000, there’s no reason to not buy the LOQ 15. Just do it.

If you do want to save some extra cash, there is another option that is cheaper than the LOQ 15 with a few compromises in key areas. The Acer Nitro V 16 is that laptop, which comes with an RTX 5050. This was as affordable as $600 at one point last year—before prices on laptops have risen due to the ongoing memory shortage—but it remains the only laptop cheaper than the Lenovo LOQ 15 that’s actually worth it. It’s fairly powerful for the RTX 5050, and while the screen is pretty shoddy, it’s not a bad-looking laptop. The one big caveat is that the 135-watt power supply it comes with doesn’t deliver quite enough power to keep it charged in Performance mode. Read more about this issue in my review, as it’s important to know about if you’re planning to buy it.

There are other cheap gaming laptops out there I’ve tested, such as the MSI Cyborg A15, but either the Acer Nitro V 16 or Lenovo LOQ 15 are better, cheaper options. You will also find lots of gaming laptops under $1,000 that use older graphics cards, such as the RTX 4050 or 3050. In general, I’d recommend staying away from these. They’re only one or two generations back, but remember: Nvidia only releases new laptop graphics cards every couple of years. So, an RTX 4050 laptop may be well over two years old already, and an RTX 3050 is over five years old. Not only do you get worse graphics performance, these laptops are much more likely to need to be replaced sooner.

Experimental Stuff

One of the exciting things about the world of gaming laptops right now is the experimentation. While clamshell gaming laptops with a conventional Nvidia GPU are the most standard way to go, there’s a few different ways to take your PC games on the go that stretch the boundaries. You might consider a gaming handheld, for example, like the Steam Deck or Xbox Ally X. These handhelds have their fans, and while you can’t also do your homework on these devices, they’re great on couches, trains, and planes.

Image may contain: Computer, Electronics, Laptop, Pc, Desk, Furniture, Table, Tablet Computer, and Surface Computer
#Ive #Tested #Gaming #Laptops #Decade #Buylaptops,computers,shopping,buying guides,gaming,windows pcs

The Mini is a bite-sized version of The New York Times‘ revered daily crossword. While the crossword is a lengthier experience that requires both knowledge and patience to complete, The Mini is an entirely different vibe.

With only a handful of clues to answer, the daily puzzle doubles as a speed-running test for many who play it.

So, when a tricky clue disrupts a player’s flow, it can be frustrating! If you find yourself stumped playing The Mini — much like with Wordle and Connections — we have you covered.

Here are the clues and answers to NYT’s The Mini for Tuesday, April 21, 2026:

Across

Like the name Phil Quickley, for a speedy crossword solver?

What connects these names: Al Green, Betty White, Rose Byrne

Star ___ (plant with a pointy pod)

What connects these names: Tennessee Williams, Georgia O’Keeffe, Denzel Washington

Teslas and Rivians, for short

Down

Assumed name

Washington paper

What connects these names: Chris Pine, Zach Cherry, Willow Smith

Detective’s assignment

Currently broadcasted

If you’re looking for more puzzles, Mashable’s got games now! Check out our games hub for Mahjong, Sudoku, free crossword, and more.

Are you also playing NYT Strands? See hints and answers for today’s Strands.

Not the day you’re after? Here’s the solution to yesterday’s Mini Crossword.

#NYT #Mini #crossword #answers #hints #April">NYT Mini crossword answers, hints for April 21, 2026
                                                            The Mini is a bite-sized version of The New York Times‘ revered daily crossword. While the crossword is a lengthier experience that requires both knowledge and patience to complete, The Mini is an entirely different vibe.With only a handful of clues to answer, the daily puzzle doubles as a speed-running test for many who play it.So, when a tricky clue disrupts a player’s flow, it can be frustrating! If you find yourself stumped playing The Mini — much like with Wordle and Connections — we have you covered.
        
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        SEE ALSO:
        
            Mahjong, Sudoku, free crossword, and more: Play games on Mashable
            
        
    

        SEE ALSO:
        
            How to play Pips, the newest NYT game
            
        
    
Here are the clues and answers to NYT’s The Mini for Tuesday, April 21, 2026:AcrossLike the name Phil Quickley, for a speedy crossword solver?What connects these names: Al Green, Betty White, Rose ByrneStar ___ (plant with a pointy pod)What connects these names: Tennessee Williams, Georgia O’Keeffe, Denzel WashingtonTeslas and Rivians, for shortDownAssumed nameWashington paperWhat connects these names: Chris Pine, Zach Cherry, Willow SmithDetective’s assignmentCurrently broadcastedIf you’re looking for more puzzles, Mashable’s got games now! Check out our games hub for Mahjong, Sudoku, free crossword, and more.Are you also playing NYT Strands? See hints and answers for today’s Strands.Not the day you’re after? Here’s the solution to yesterday’s Mini Crossword.

                    
                                            
                            
    
        Topics
                    Gaming
                    Mini Crossword
            

                        
                                    #NYT #Mini #crossword #answers #hints #April

The Mini is a bite-sized version of The New York Times‘ revered daily crossword. While the crossword is a lengthier experience that requires both knowledge and patience to complete, The Mini is an entirely different vibe.

With only a handful of clues to answer, the daily puzzle doubles as a speed-running test for many who play it.

So, when a tricky clue disrupts a player’s flow, it can be frustrating! If you find yourself stumped playing The Mini — much like with Wordle and Connections — we have you covered.

Here are the clues and answers to NYT’s The Mini for Tuesday, April 21, 2026:

Across

Like the name Phil Quickley, for a speedy crossword solver?

What connects these names: Al Green, Betty White, Rose Byrne

Star ___ (plant with a pointy pod)

What connects these names: Tennessee Williams, Georgia O’Keeffe, Denzel Washington

Teslas and Rivians, for short

Down

Assumed name

Washington paper

What connects these names: Chris Pine, Zach Cherry, Willow Smith

Detective’s assignment

Currently broadcasted

If you’re looking for more puzzles, Mashable’s got games now! Check out our games hub for Mahjong, Sudoku, free crossword, and more.

Are you also playing NYT Strands? See hints and answers for today’s Strands.

Not the day you’re after? Here’s the solution to yesterday’s Mini Crossword.

#NYT #Mini #crossword #answers #hints #April">NYT Mini crossword answers, hints for April 21, 2026

The Mini is a bite-sized version of The New York Times‘ revered daily crossword. While the crossword is a lengthier experience that requires both knowledge and patience to complete, The Mini is an entirely different vibe.

With only a handful of clues to answer, the daily puzzle doubles as a speed-running test for many who play it.

So, when a tricky clue disrupts a player’s flow, it can be frustrating! If you find yourself stumped playing The Mini — much like with Wordle and Connections — we have you covered.

Here are the clues and answers to NYT’s The Mini for Tuesday, April 21, 2026:

Across

Like the name Phil Quickley, for a speedy crossword solver?

What connects these names: Al Green, Betty White, Rose Byrne

Star ___ (plant with a pointy pod)

What connects these names: Tennessee Williams, Georgia O’Keeffe, Denzel Washington

Teslas and Rivians, for short

Down

Assumed name

Washington paper

What connects these names: Chris Pine, Zach Cherry, Willow Smith

Detective’s assignment

Currently broadcasted

If you’re looking for more puzzles, Mashable’s got games now! Check out our games hub for Mahjong, Sudoku, free crossword, and more.

Are you also playing NYT Strands? See hints and answers for today’s Strands.

Not the day you’re after? Here’s the solution to yesterday’s Mini Crossword.

#NYT #Mini #crossword #answers #hints #April

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