This is inspired by the post here (https://www.reddit.com/OctopathCotC/comments/142bsfh/how_to_memory_traveler_jp_unit_spoilers/) by u/PlanBUnderstander.
TL;DR: At least 92% of the time, pulling immediately on each character you really want will cost fewer rubies than skipping banners and 200 pitying a previous banner MT.
The Question
If you've been paying attention, you'll have seen that some of the best units in COTC are on the horizon for us. Bargello. Richard. Rinyuu. Unfortunately, many of us have limited rubies and need to decide how best to spend them (assuming we're trying to clear content as quickly as possibly. If you want to pull the characters you like, don't let me or anyone else stop you).
The strategies
Recently, the general advice (hereafter called the Sparking strategy) has been to skip every other banner so that you can pity that character off-banner later (Memory Traveler (MT) characters have a 150 pity in their banner and can be pitied for 200 in future MT banners).
So if someone wanted Richard, Rinyuu, Bargello, and Elrica. They'd skip Richard's banner, go to 200 on Rinyuu, pick up Rinyuu during the 200 pulls and then spend the 200 pity fragments on Richard. Then skip Bargello and pick him up during Elrica's Banner. In this way, they'd spend 6k rubies every other MT Character they really want.
More recently, (https://www.reddit.com/OctopathCotC/comments/142bsfh/how_to_memory_traveler_jp_unit_spoilers/) the recommended advice is to simply pull each time a character you really want appears (with some nuance, but I don't want to turn this into a novel). In that analysis, they show that this strategy (called PrimEX from here on out), beats the sparking strategy in terms of number of unique MT characters 70% of the time.
However, the post didn't go into detail about the number of rubies spent, one of the key metrics for me, and likely of interest to many others. So my question is, when comparing the PrimEX and Sparking strategies, how many rubies is one likely to save and is one consistently better?
The simulation
I simulated 10,000 runs over 6 "high-priority" MT banners.
The sparking strategy was pretty straightforward: spend 6k gems every other high priority banner, for a total of 18k gems. This will net a minimum of 3 MT characters (if you go to 200 pity each time and never pick up the banner unit on the way), and a max of 6. There is a 9% chance in each banner to have to choose between the banner and the previous banner unit (but I don't really dive into which ones you pick up here).
The PrimEX strategy is also fairly straightforward. For each of the 6 banners, we use a negative binomial distribution with a 1.2% success rate to determine the number before pulling the banner unit. If the number is >150, we instead make it 150 to replicate pity. This strategy will always net at least 6 unique MT characters (if you pull one at a time instead of 10 pulls).
The comparison
The sparking strategy always costs 18k gems across 6 banners. The PrimEX strategy costs an average of 12,400 rubies across 6 banners, and 33% savings.
The below image shows the difference in ruby expenditure across the 1000 trials. Positive numbers means the PrimEX strategy cost less, and negative numbers means the Sparking strategy costs less.
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https://preview.redd.it/7dtdx8bt7e4b1.png?width=384&format=png&auto=webp&s=b2d60ca3e3242c0b4ec3c810d4f5789f16c2f085
As you can see, the large majority of the time (92% in this instance), the PrimEX strategy spent fewer rubies for more guaranteed MT units.
The caveats
As noted above, this is a fairly straightforward simulation and removes some of the nuance. E.g., there is no chance of spooking an MT unit early in these calculations (considered negligible since the chance is 0.01%, but it could happen). Some characters you might want awakenings, so it's not just your first copy, but your 5th that matters. These are things I might play around with in the future, but I don't think any of them will change the main takeaway that PrimEX beats Sparking.
Conclusions
The PrimEX strat beats the Sparking strat 9 times out of 10 if you're looking at how many rubies you're spending. Yes, you might be in the unlucky 10% if you use PrimEX, but there is no way to know that ahead of time. It's a gamble either way, and the way to be on the best side of that gamble is to go the PrimEX route.
For me, the linked post above any my own calculations have swayed me to the PrimEX strategy. I also was not originally going to pull for Richard, but I have now changed my mind on that front as well. Hopefully there will be a decent gap between him and Rinyuu allowing me to get my ruby store back up.
Let me know if you have any thoughts on this approach and if there is anything you disagree with. Thanks!

I’m in the market for kayaks but I really don’t know anything about them. I thought this listing would be a good deal because it comes with everything I don’t have making it a good place to start.
I looked up the kayak and it retails for around 900+ but I’m not sure if the model pictured is an older one that is of a much lesser value. The seller also states they’ve been stored inside with no major scratches. The only thing I wouldn’t need is the kids jackets.
I eventually want to get a spray skirt for my kayaks, are the Old Town Dirigo 120 compatible with them?

Hey #Reddit community!
Today, let’s shed light on blockchain, a revolutionary technology that's reshaping industries worldwide. 🌐

Blockchain, in its essence, is a decentralized and immutable ledger that records transactions across multiple computers. Think of it as a digital ledger where information is securely stored and shared among a network of participants. But what makes it truly fascinating is the way it solves the long-standing challenges of trust, transparency, and security in our digital world. Let's dive deeper!

1️⃣ Trust and Transparency:
Unlike traditional systems where trust is placed in a central authority, blockchain operates on a trustless network. It achieves this by distributing the responsibility for maintaining and validating the ledger to multiple participants, known as nodes. Every transaction or record added to the blockchain is permanently and transparently recorded, making it incredibly difficult to manipulate or tamper with.
2️⃣ Security and Immutability:
Blockchain incorporates advanced #cryptographic techniques to ensure the integrity and security of the data stored within it. Each transaction is bundled into a block and linked to the previous block, creating an unbroken chain of information. Once a block is added, it becomes practically impossible to alter its contents, providing an immutable record of all transactions.
3️⃣ Decentralization and Empowerment:
The decentralized nature of blockchain eliminates the need for intermediaries, such as banks or clearinghouses, to facilitate transactions. By removing these intermediaries, blockchain opens up a world of possibilities for peer-to-peer interactions, reducing costs, and increasing efficiency. It empowers individuals and organizations by giving them direct control over their digital assets and data.
4️⃣ Use Cases and Impact:
Blockchain technology has found applications in various domains, extending beyond cryptocurrencies like Bitcoin. Industries such as supply chain management, healthcare, finance, and even voting systems are exploring blockchain to enhance transparency, traceability, and security. Its potential to revolutionize business processes, streamline operations, and enable new forms of collaboration is truly remarkable.
5️⃣ Challenges and the Road Ahead:
While blockchain holds immense promise, it's crucial to acknowledge the challenges it faces. Scalability, energy consumption, regulatory frameworks, and user adoption remain areas that need further development and refinement. However, the ongoing efforts by researchers, developers, and innovators are driving advancements in these areas, paving the way for a more mature and inclusive blockchain ecosystem.
Concluding, blockchain is a transformative technology that has the power to redefine the way we interact, transact, and trust in the digital age. As more organizations and individuals embrace its potential, it's essential to educate ourselves and explore its endless possibilities.
Stay updated with DBS Ecosystem social media channels!

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In recent years, cocktails have become extremely popular, and serving them in the appropriate glass can enhance the drinking experience. It doesn't matter if you're a professional mixologist or just like to make your own drinks at home; you need the right cocktail glasses. This article discusses the significance of cocktail glasses, the various types that are available, the best ways to select them, well-known online retailers, and things to keep in mind when making a purchase online.
The visual appeal of a cocktail has a significant impact on how it is perceived. This is why cocktail glasses are so important. Cocktail glasses online with unusual shapes and designs can make the drink look better and make it more appealing. The right glass can grandstand the varieties, enhancements, and layers of the mixed drink, making a paramount encounter for the consumer.
Taste The size and shape of a cocktail glass can have an effect on the flavor, despite popular belief. Glasses with more extensive openings take into account better fragrance dissemination, while others with smaller edges concentrate the flavors. The right glass can assist with safeguarding the beverage's fragrance, improve its taste, and give a balanced tangible encounter.
Adding a Touch of Elegance The use of specialized cocktail glasses online elevates any occasion. Serving cocktails in chic glasses elevates the atmosphere, no matter how big or small the gathering is. It gives the impression that you have given careful consideration to creating a memorable experience for your guests.
Cocktail glasses come in a variety of shapes and sizes, but the classic martini glass has a long stem and is shaped like a V. Because of their shape, they are ideal for classic martinis because they keep the drink chilled and prevent the ingredients from separating. These glasses are also great for margaritas and other cocktails like cosmopolitans.
Highball Glasses Highball glasses are tall and slim, and they are made for serving drinks with more mixer and ice. They are regularly utilized for highball mixed drinks like a gin and tonic, mojito, or a bourbon ginger. These glasses' height makes room for more ice and carbonation, keeping the drink cool.
Collins Glasses The Collins glasses are similar to highball glasses, but they are taller and slightly narrower. They are frequently used in Collins drinks like the Tom Collins and the John Collins. The drink's effervescence is shown off by its long shape, which makes it possible to add garnishes like lemon slices or mint sprigs.
Margarita Glasses The shape of a margarita glass is distinctive, with a stem and a wide, open rim. They can be rimmed with salt or sugar because they are made for margaritas. Additionally, the wide rim assists in capturing the beverage's aromas, enhancing the overall experience.
Champagne Flutes Champagne flutes are long, opulent glasses that have a stem and a narrow bowl. They are essentially utilized for serving shimmering wine and champagne. The flute's shape keeps the bubbles in place and directs the aroma toward the drinker's nose.
Rocks Glasses: Also known as old-fashioned glasses, rocks glasses are short and durable. They're great for old-fashioned cocktails and whiskey on the rocks served over ice. The drinker is able to appreciate the flavors and aroma thanks to the large opening, which also keeps the beverage chilled.
Choosing the Right Cocktail Glass When selecting a cocktail glass, think about the following:
Take into Account the Drink Various cocktails necessitate specific glasses to enhance their characteristics. Choose glasses that go well with the kinds of cocktails you like to drink or that you plan to serve. Choosing the right glass for the drink demonstrates your care and ensures the best drinking experience possible.
Take into Account the Appearance Select glasses that complement both your personal style and the overall theme of your home or business. Select plans that resound with your taste, whether it's a smooth and present day look or a one of a kind propelled stylish. The visual allure of the china can upgrade the general pleasure in the mixed drinks.
Take into Account the Durability Purchase cocktail glasses that are durable and made of high-quality materials. Glasses made of tempered glass or crystal are long-lasting and elegant at the same time. Glasses that are durable can withstand frequent use and cleaning, ensuring that they will last for many enjoyable cocktails.
Popular Online Stores for Cocktail Glasses Smokey cocktails A caters to both professional and home bartenders with an extensive selection of cocktail glasses online. They offer a wide range of designs and styles, so you can be sure to find the right glassware for your tastes.
smokey cocktail focuses on handcrafted cocktail glasses made by skilled craftsmen. Your cocktail experience will be enhanced by the exclusivity of their one-of-a-kind and limited-edition designs. They also offer options for personalization for those who want a more individualized touch.
Smokey cocktail focuses on selling high-quality cocktail glasses at a reasonable price. They have a wide range of options, so you can be sure to find glassware that fits your budget without sacrificing style or durability.
Things to Think About When Buying Online Reputation and Reviews from Customers Before making a purchase from an online retailer, investigate their reputation and read reviews from previous customers. Examine customer feedback regarding the shipping experience, the quality of the glassware, and customer service. To ensure a pleasant shopping experience, select retailers with good reviews and a solid reputation.
Valuing and Limits
Contrast costs across various internet based retailers with track down the best arrangements. You can save money by looking for discounts, promotions, and bundle deals. However, if you want to make an investment in cocktail glasses that are both long-lasting and appealing to the eye, quality should always come first.
Shipping and Returns Policies Before making a purchase, review the shipping and return policies of the retailer. Make sure they have dependable shipping options, reasonable delivery times, and safe packaging to keep things from getting damaged in the mail. Moreover, find out about their merchandise exchange in the event that the item shows up harmed or doesn't measure up to your assumptions.
Conclusion By enhancing presentation, influencing taste, and adding a touch of elegance, investing in the appropriate cocktail glasses improves the overall drinking experience. Take into consideration the various kinds of cocktail glasses that are available and select ones that go well with the drinks you like. Consider discounts and prices, as well as shipping and return policies, when making an online purchase. You can improve your mixology skills and create memorable occasions with friends and family by selecting the ideal cocktail glasses.

A portable power station is a compact, rechargeable battery-powered generator that can provide electricity for various electronic devices and appliances on the go. The importance of having the best portable power station cannot be overstated, especially in situations where access to traditional power sources is limited or non-existent.

List Of Best Portable Power Station

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Westinghouse 15000 Watt Generator

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Westinghouse 15000 Watt Generator is a high-end generator designed to provide reliable power to homes and businesses during power outages or other emergencies. This generator is built with quality in mind, and offers a range of features that make it an excellent choice for those who need dependable backup power.
Read More Below
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DuroMax XP13000EH

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DuroMax XP13000EH is a powerful and reliable dual fuel generator that can provide up to 13,000 watts of power. With its unique ability to run on either propane or gasoline, it provides users with a flexible and cost-effective way to power their homes or businesses during power outages or emergency situations.
Read More Below
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Honda EU2200ITAN 2200-Watt

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https://preview.redd.it/juwn4r4prs3b1.png?width=499&format=png&auto=webp&s=5128154bbae86a07cac657514cc8666cd57a60cd
Honda EU2200ITAN 2200-watt inverter generator is a powerful and reliable investment for anyone in need of power on-the-go. Whether you’re camping, tailgating, or simply experiencing a power outage at home, this generator will provide the power you need to keep your devices running smoothly.
Read More Below
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Generac 76762 GP8000E 8,000-Watt

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Generac is a well-known brand in the power generator market, renowned for producing high-quality and reliable generators that provide exceptional performance. The Generac 76762 GP8000E 8,000-Watt generator is no exception to this reputation. Its impressive design and build quality make it stand out from the competition, promising users a seamless and uninterrupted power supply in times of need.
Read More Below
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Pulsar G12KBN-SG

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Pulsar G12KBN-SG is a powerful and versatile generator that has been designed to provide reliable power for a variety of applications. With its 12,000 peak watts and 9,500 rated watts, this generator is capable of powering most household appliances, tools, and electronics.
Read More Below

Welcome to our comprehensive guide on shopping for women's clothing and accessories! Whether you're a fashion enthusiast or simply looking to update your wardrobe, this article will provide you with valuable insights and tips to help you navigate the world of women's fashion. From trendy clothing pieces to statement accessories, we've got you covered. Let's get started and explore into the interesting world of women's fashion together!
When it comes to women's clothing and accessories, the options are endless. From elegant dresses to casual jeans, stylish handbags to eye-catching jewelry, there's something for everyone. Let's explore some of the key categories and styles that you can find while shopping clothing and accessories for women.
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Embrace Your Personality

Finding your unique style starts with embracing your personality. Your fashion choices should reflect your individuality and make you feel confident and comfortable. Are you a free-spirited bohemian at heart? Opt for off shoulder mini dresses, fringed accessories, and earthy tones. Prefer a more polished and sophisticated look? Classic pieces like crisscross butterfly bracelet, high-waist paperbag shorts, and statement pumps might be your go-to options.

Define Your Body Shape to Accentuate Your Best Features

Understanding your body shape is crucial when it comes to shopping for women's clothing. By identifying your body type and choosing styles that accentuate your best features, you can create a flattering and stylish look. Whether you have an hourglass figure, a pear shape, or an athletic build, there are clothing options available to enhance your natural beauty.

The Essential Women's Clothing Pieces

To build a versatile and fashionable wardrobe, there are a few essential clothing pieces that every woman should consider adding to her collection. Let's take a closer look at these must-have items.

1. Classic Balloon Sleeve Crop Top: The Perfect Wardrobe Staple

A classic Balloon Sleeve Crop Top is another essential item that can be styled in numerous ways. A crop top brings a touch of class to any outfit, whether you wear it out casually with jeans or tuck it into a skirt for a more professional look. For cozy and comfortable alternatives, look for quality fabrics like cotton or linen.

2. Well-Fitted Jeans: The Ultimate Casual Staple

Jeans are a wardrobe staple that offers both comfort and style. Investing in a well-fitted pair of jeans is essential as they can be dressed up with a blazer and heels for a semi-formal look or dressed down with a t-shirt and sneakers for a casual day out. Choose a style that flatters your body shape and opt for classic colors like blue or black.

3. Elevate Your Outfit with Versatile Blazers

A versatile Women's Blazers is a game-changer when it comes to women's fashion. This wardrobe essential can instantly elevate any outfit, adding a touch of sophistication and professionalism. Whether you're heading to a job interview or attending a social event, a well-tailored blazer can make a statement and leave a lasting impression.

4. Adjustable Waist Leggings: Style and Comfort Combined

Adjustable Waist Leggings are not only comfortable but also incredibly versatile. Whether you're hitting the gym, running errands, or lounging at home, a pair of leggings can be your go-to option. Look for quality materials and choose from various lengths and patterns to suit your personal style.

5. Statement Outerwear: Stay Fashionable in Any Season

Investing in statement outerwear is a great way to showcase your style while staying warm and protected. Whether it's a trendy leather jacket, a cozy wool coat, or a stylish trench coat, the right outerwear can instantly transform your look and make a lasting impression.

Accessorizing with Style

When it comes to accessorizing, women have an array of options to enhance their outfits and express their personal style. Accessories can take an ordinary outfit to extraordinary heights. Let's explore some key accessory categories and how they can elevate your fashion game.

1. Trendy Fashion Jewelry: Make a Statement

Trendy Fashion Jewelry is a powerful tool for self-expression and can instantly elevate your look. From delicate necklaces to bold statement earrings, choosing the right jewelry pieces can add a touch of glamour and individuality to your outfits. Don't be afraid to mix and match different metals and styles to create a unique look.

2. Chic Handbags: The Perfect Blend of Fashion and Function

A chic handbag is a woman's best friend. It not only carries all your essentials but also complements your outfit. From stylish tote bags to elegant clutches, there's a wide range of options to choose from. Consider the occasion and your personal style when selecting a handbag to ensure it enhances your overall look.

3. Statement Shoes: Step Out in Style

Shoes play a significant role in completing your look. Whether you prefer heels, flats, boots, or sneakers, choosing the right pair of shoes can make a statement. Invest in high-quality footwear that combines style with comfort, and don't shy away from unique designs or bold colors to add a pop of personality to your outfit.

Conclusion

Shopping for Women's clothing and accessories is an exciting journey of self-expression and style discovery. By embracing your personality, defining your body shape, and selecting versatile pieces, you can create a wardrobe that reflects your unique taste. Don't forget to accessorize with jewelry, handbags, hats, and shoes to add that extra touch of style to your outfits. Whether you're shopping online or in-store, keep these tips in mind to make your fashion journey a success.

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