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

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

GitHub 上 62k 星了，这个项目发展是真快。从最开始 13 个投资大师 Agent 到现在扩展到 19 个，Virat 一直在推新版本。2.0 的架构改得挺聪明的，LLM 只负责分析基本面输出观点，仓位计算和风控全交给确定性代码，等于给大模型加了安全绳。

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.

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.

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

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 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

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

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 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

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 Terra for a few days, writing emails feels much more natural than the previous free version, and basically no major changes are needed. However, when encountering complex logic, it is stil

After using Fuser Apps for a week, the biggest feeling is that when making e-commerce materials, I had to switch between five tools - Midjourney for drawing, Photoshop for background removal, CapCut f

Comparing Fable 5 at half price, this wave really knows how to settle accounts.

The direction is so right! The most annoying thing about AI programming is that after the agent finishes writing and says "I fixed it," the result is that when you open it, you see a white screen on t

Grok writes straight to the point and doesn't like to beat around the bush. When asked about sensitive policy issues, it dares to give a direct list and provide sources of information. ChatGPT will re

Nemotron 3 Ultra's SWE-Bench score of 71.9% is quite strong. The key is that the training recipes and data sets are all open source. NVIDIA is much more generous than Meta in this regard.

I just saw the news that Stripe acquired OpenRouter. The valuation jumped from 1.3 billion to 10 billion, which is a nearly 7-fold increase. To be honest, after using it for more than a year, its rout

After using GPT-5.5 for two months, my deepest feeling is that writing code is indeed much better, but it is really painful to burn points. For the same Codex task, the token consumption is officially

Let me tell you about my true state in the past two years. I am currently on Plus, which is almost $22 per month. If Pro exceeds the company's reimbursement limit, it will stop at Plus, which is enoug

I saw that Prediction Market said that the probability of Grok 5 being released before Q2 is only 7%, so it seems that we have to wait until Q3 again. xAI has been releasing peripheral products to mai

When I opened it again today, it was already the most used open source Agent for OpenRouter, with 3M+ users. It’s quite emotional to watch it grow like this from the Cline branch.

I played the Copilot Desktop technical preview for a day, and the multi-Agent parallelism was a real highlight. Each Session automatically opens an independent Git worktree and branch. I run three at

To be honest, I have encountered pitfalls: if a long session runs for a long time, the context will be automatically compressed, and then it will obviously become stupid and slow. The same task was ma

After using Cici for two days, my biggest feeling is that I can really buy GPT-level models for free. It is completely sufficient for daily information checking, translation, and writing some small co

Grayscale has tested the official version of V4 for a few days. The overall version is close to the Opus 4.8 level. The encoding is catching up with GPT-5.6 Sol. The agent capabilities are a qualitati

I did a week of in-depth research using Grok, and compared my previous experience with GPT and Claude, here are some practical points. First, the timeliness of information is indeed overwhelming. When

Sonnet 4.6 scored 63.3% in financial analysis tests, beating all comparison models including Opus 4.6. Mercury's VP of Product said it's 'faster, cheaper, and more likely to get it right the first tim

The problem of too heavy abstraction has not been cured in version 1.0. Simple calls must include a layer of Runnable. If there is a problem, the source code will be dug down until the head is bald.

It’s really nice to have free caching and save a lot of money!

The free version can only have one extension, which is a bit stingy, but $9.99 a month is reasonable. After all, it saves you the learning cost of the Chrome extension set of manifest v3, content scri

After reading their HUMA paper on arXiv, a four-person group chat experiment with 97 people, the proportion of participants guessing that AI was AI was 55.4%. This number is actually quite interesting