Global AI Product Rankings

Zeabur's one-click deployment experience is really amazing to me. You don't even need to write a Dockerfile. You can bind the GitHub warehouse and click to start the build. It will be running in a min

Codex took a week to complete the third-party API docking that originally took three afternoons to complete. I just wrote a few comments and it automatically encapsulated serialization, retry, and tim

The Freemium model is conscientious. You can experience the core functions in the free version. You can upgrade it in time when the team is running smoothly, and you don’t have to spend money right aw

Let me talk about a money-saving tip that many people don’t know: the Relax Mode of the Standard Plan ($30/month) actually has unlimited drawings, but you may have to wait 2-5 minutes during peak peri

After using Ramp for half a year, the most intuitive feeling is that the financial team finally no longer has to chase people for invoices every day. The function of AI automatic matching of receipts

I have been using Codex CLI for three months. Let me talk about the whole process from getting started to dependency. The first month is a trial period, mainly used in suggest mode, allowing it to wri

The local development experience of Supabase is really hard to describe. Docker containers crash frequently, and the migration system also has bugs. Forced to debug the remote database directly, what

Free smells great! Jianying, you can continue harvesting, I ran away.

The biggest pitfall is that it is easy for people to have the illusion that "so many masters have analyzed it and it must be reliable." The author has written it three times in README only for educati

I tried it, and it is indeed much better than opening five terminal windows. After the Agent is finished running, it will update the status by itself, without me having to poll.

It is an absolutely conscientious work of open source and does not accept refutation.

Take Whisper and transcribe an entire year's archive of podcasts, hundreds of hours of audio. Although it took more than a week to run, I am very satisfied with the final result. Each podcast has a se

The free credits every day are really great. You can use it directly without registering. You can start drawing pictures as soon as you open the webpage. The threshold is almost zero.

OWL, a multi-agent framework, has something special, and it is not for nothing that it ranks first in open source in the GAIA benchmark. I tried letting it do market research. It automatically searche

Neon's branching function is really great. Each PR automatically creates a database branch and deletes it directly after testing. There is no need to worry about contaminating production data. Coupled

Just saw news Stripe will spend $53B to acquire PayPal — startled. If true, global payments really reshuffle; two giants merge, basically no competitor can fight.

The free preview resolution is utterly pointless—625x400 does what, just a peek, unusable. HD download needs paid credits, $1.99 per image; occasional use ok, daily use breaks the wallet. Buy on deman

I can’t go back, it’s so fun to run models locally.

Many people complain about Dart's poor syntax, but after using Flutter for two years, I found that it is precisely this bland design that makes the code extremely readable. The code I wrote three mont

It’s open source and free, and it’s great to use! Moreover, the functions have not been reduced at all, and all necessary views, APIs, and permission controls are available. In comparison, the 1,200 r

I learned about Coda at a PM share-out, where I saw his PRD template and feature-priority matrix built in Coda and was instantly sold. After three months of use, my biggest takeaway: it really can rep

HelloGitHub has updated the 120th issue. The simple crawler project made in Python is really good. The comments are so detailed that every step of the environment configuration is written down. It is

Use Aider to change the backend on the server. The pure command line does not have a graphical interface, but the advantage is that it can run directly in the SSH headless environment. It automaticall

Unsloth's NVFP4 quantization package has just released the Qwen3 version. The measured inference speed is 2.5 times faster than NVIDIA's official one, and it is a real W4A4. It not only presses the we

After reading the 1.0.4 change log, I can see that the team is iterating really fast, with new features coming online basically every week. From supporting only a few models at the beginning to now, C

I was very excited when ComfyUI’s App Mode was launched, but after using it a few times, I discovered that it essentially just hides the node graph. It is indeed convenient to deliver to customers, bu

After using Sol for a week, the most intuitive feeling is that this guy is indeed smarter than 5.5, but he can also eat tokens very well. I turned on Ultra mode to write code, and burned through my Pr

I used RAGFlow to build a contract review assistant. The table parsing is really stable, and the cross-page tables can be automatically spliced. It was a mess before using other solutions.

K3’s price reduction strategy is quite smart. The output is reduced from 100 yuan to 30 yuan, which directly lowers the threshold for use. Developers who were afraid to use it because it was too expen

Opus 4.8's output is so verbose. Ask how to write a regex for emails and it tells a three-paragraph history of regex starting from Stephen Kleene in the 1950s before giving that one line of code. GPT

After using it for a while, the most valuable thing is not a single function, but the integration of various fragmented intelligence signals into a unified interface. The power of gathering sand into

The free version is enough, small companies don’t need those advanced features. API life cycle management has helped us standardize the development process, so no one will casually launch unmaintained

Clean Markdown output is indeed an industry benchmark, drop-in goes directly into the vector store without further processing. However, the success rate of websites with strong anti-climbing capabilit

It got stuck in PPT and I really quit.

Anthropic acted smartly this time. Opus 4.8 itself has limited improvements, but combined with Dynamic Workflows and Effort Control, the entire system has jumped to a higher level. Looking at the mode

Our team has been using Kong AI Gateway since last year. The most intuitive feeling is that the performance is really strong, and 28K RPS is not an exaggeration. But to be honest, the configuration th

A month with Manus Pro, the deepest impression: high ceiling but low floor. Competitor research crawling ten sites for a comparison table—at its best a usable report in 20 min, at its worst it freezes

After using Pollo AI for a while, I found that the points are really not enough. A 5-second video on Veo 3 burns 20 points. The 800 points of the Pro package are only enough to cut dozens of videos. I

I can’t go back after using it, it smells so good!

Why is the background style generated different every time? Although the character's face has not changed, the background color is very different. Can it be fixed?

The AWS Signature Version 4 signature algorithm of SP-API is really too complicated. Every request has to be calculated. The various signatures did not match the first time, and it took three days and

The idea of ​​API direct connection is really smart, saving tokens and time. I always felt clumsy when using other browser agents before.

After using Lispr for a few days, the biggest feeling is that it is "light" - the installation package is only 4MB, and when you hold down the Option key to speak and let go, the text will appear at t

After using Justwrite for two days, the biggest feeling is its "lightness" - you can open it and write without registering or logging in. This feeling is really great. In the past, I had to wait for s

The company's batch summary pipeline was switched to Luna, and it ran for a whole day without any glitches. The cost was reduced from the previous 3,000 yuan per month to less than 1,000 yuan. The sav

Has the quality of Suno's output recently declined? I feel like the output of the same prompt words is not as good as the previous two months.

After trying similar products, I have used Matter, Pocket, and Omnivore. The reading experience of Oakamo is the closest to that of a paper book, and there are many adjustment options for fonts and li

Last week, I rushed a batch of e-commerce details pages and submitted twenty pictures to the API. As a result, DALL-E 3 could only submit ten pictures at a time, so I was forced to submit them in five

I tried the v0 generated page. After entering the prompt word in more than a minute, a usable tool page was generated, including API integration and dark mode. To be honest, it's quite amazing, but th

After using CentryAI for a few days, I found 4 subscriptions that I had forgotten about, and together they cost me more than thirty dollars a month. The function of canceling the link is really troubl