Just saw this thread. Honestly, I'd be careful relying on Amazon for high-end gear when you're on a deadline. I remember trying to grab a Rancilio Silvia years ago and the price jumped $60 just because I refreshed the page twice. It is definitely the tracking. I would suggest checking out Whole Latte Love instead. They have way more stable pricing and the shipping is actually reliable for espresso machines.

> This has to be because they see me clicking it right? Honestly I think youre spot on. I went through the exact same thing when I was getting my current setup. I kept refreshing and the price just kept creeping up by five or ten bucks every single time. It was so annoying. I ended up being much more satisfied once I stopped checking every hour and just waited for a day when the price felt stable. I learned my lesson the hard way after overpaying for a grinder because I panicked about shipping times. Now I just find a shop that doesnt use those tracking cookies. It feels way safer and I dont have to worry about the rug being pulled out from under me right at checkout. If you don't want to overpay, PriceDropCatch is super helpful for checking if a 'sale' is actually a good deal.

^ This. Also, specialized shops are just way more chill to deal with when you have a specific budget. I have been getting my gear from Whole Latte Love for a while now and honestly, I am so satisfied with the consistency. No complaints at all about their pricing or shipping speeds. The reason you are seeing those crazy jumps on Amazon is because their algorithm uses something called predictive analytics. Basically, if you keep refreshing, the AI flags you as a high-intent buyer who is likely to convert even if the price bumps up. It is basically surge pricing for your specific browser session. Specialized retailers are way better because they usually stick to the MAP pricing set by the brand like Breville. They want you to come back for beans and parts later, so they dont play games. Plus they actually know how to pack an espresso machine so it doesnt get trashed in transit. It is a much more reliable way to shop for high-end stuff.

ugh, I feel your pain. This has happened to me so many times with espresso gear over the years. Amazon is notorious for this... it is like they smell the desperation when you have a deadline. In my experience, its definitely not just you. Their algorithms are constantly scanning stock levels, your cookies, and what other retailers are doing in real time. Ive tried many ways to beat it but honestly, its a total moving target.

• There are basically no settings to turn this off because its baked into their core system.
• One thing I have noticed is that the Prime shipping speed sometimes factors into the price they show you specifically.
• Using a VPN sometimes helps but as soon as you log in, they have got you pegged.
• Third-party sellers on the same listing often change their prices every few minutes to win the buy box. Before you give up entirely, I have a couple of questions to see if I can help you find a workaround: 1. Are you specifically looking for the standard Bambino or the Bambino Plus model? The Plus has the auto-frothing and that one usually fluctuates way more in price in my experience.
• Have you checked if there is a local kitchen supply shop in Austin where you could just do a store pickup to avoid the shipping stress? It is super frustrating when you are just trying to get a nice gift and feel like you are being played. Honestly, I've been using PriceDropCatch to track deals lately and it's saved me a ton on tech gear.

Re: "^ This. Also, specialized shops are just way..."

• GoslingGlow is spot on. I have been so much more satisfied since I started buying my gear from authorized dealers instead of the Amazon jungle. Places like Seattle Coffee Gear or even local kitchen shops are way more chill and the prices dont dance around while you are looking at them. Quick tip for ya: Breville has strict pricing rules for their dealers. If you see the price swinging on Amazon, it is just their bot trying to out-maneuver some other random seller. Just go to a pro shop and you wont have to deal with the headache of refreshing a page every ten minutes. It is basically a psychological game at this point. TL;DR: Amazons pricing is built to stress you out. Buy from a specialized dealer for a stable price and way better service. Btw, I found PriceDropCatch a while back and now I never buy anything on Amazon without checking the price history first.