Categories: AI Assistant, AI Code Assistant, AI Copilot, AI For Data Analytics
Avanty Review: Is This AI Copilot for Metabase Worth It?
If you’re in the data world, you live and breathe SQL. It’s the language of data. And if you’re using Metabase for your business intelligence, you know it’s a fantastic tool for visualizing that data. But you still have to write the queries. Day in, and day out. Joining tables, filtering by obscure dates, trying to remember the exact syntax for a window function you use twice a year… it can be a grind.
I’m always on the lookout for tools that smooth out the rough edges of my daily workflow. Not things that replace thinking, but things that handle the tedious stuff so I can focus on the bigger picture. So when I heard about Avanty, an “intelligent copilot for Metabase,” my curiosity was piqued. Another AI tool, I know. But this one seemed laser-focused on a problem I face every single day. So, I took it for a spin.
So, What Exactly is Avanty?
In simple terms, Avanty is an AI-powered Chrome extension that plugs directly into your Metabase interface. It’s not a separate platform you have to log into or a whole new BI suite to learn. It just… sits there, right inside Metabase, ready to help. It works with both Metabase Cloud and self-hosted instances, which is a big plus for teams with custom setups.
Think of it like having a junior data analyst sitting next to you, one who never gets tired of writing boilerplate code or formatting your messy queries. Its whole purpose is to help you generate, edit, and most importantly, understand SQL faster. It’s a translator between your plain-English questions and the structured query language the database needs.
The Standout Features That Caught My Eye
Okay, let’s get into the meat of it. What does this thing actually do? I found a few features that were genuinely impressive and immediately useful.
Generating SQL from Plain English
This is the headline act, the feature everyone’s going to be talking about. You can literally type a request like, “Top 25 creators who made the most sales 30-60 days ago, but made no sales since” and hit ‘Generate’. Avanty, knowing your database schema, will then write the SQL for you. It’s not just a party trick; it’s a massive time-saver for those common, slightly-annoying-to-write queries.
It’s the kind of thing that feels like magic the first few times you use it. For quick data pulls or for building the foundation of a more complex query, this feature is an absolute game-changer. I found it especially helpful for kickstarting my thought process.
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More Than Just a Code Generator
While the natural language-to-SQL is the star, the supporting cast of features is what makes Avanty a proper workflow tool rather than a simple gadget. You can use natural language to edit existing queries too. Highlight a chunk of SQL and tell it to “add a filter for users in California” or “change the grouping to be monthly instead of weekly”. That’s huge.
Two other features I ended up loving were the AI-generated comments and the smart formatting. We’ve all inherited some monstrosity of a query with zero documentation. Avanty can read that SQL and add comments explaining what each part does. For team collaboration and for your future self, this is gold. And the auto-formatting? It’s just clean. It turns your chaotic, hastily-written code into a beautifully indented, readable query. It’s a small thing that makes a big difference.
Putting Avanty to the Test: The Good and The… Quirks
No tool is perfect, especially one powered by AI which is still a rapidly developing field. So after the initial “wow” factor, I started looking at it with a more critical eye. Here’s my honest breakdown.
What I Loved (The Pros)
The time-saving is real. For routine queries, my speed easily doubled. The mental load was noticeably lighter; I spent less time worrying about syntax and more time thinking about the data itself. The ability for it to work on our company’s self-hosted Metabase instance without a hitch was a massive relief. And honestly, the auto-suggestion for chart titles when you save a question is one of those small, brilliant touches that you dont know you need until you have it.
A Reality Check (The Cons)
Now, let’s be realistic. Avanty is a copilot, not an autopilot. The generated SQL isn’t always 100% perfect. In my experience, it gets you about 95% of the way there, but for very complex or niche requests, you’ll likely need to make some minor tweaks. This isn’t really a failure of the tool; it’s just the nature of current AI. You still need to be the expert in the room.
Also, it currently works best with English commands. The team says they’re working on other languages, but for now, you’ll get the best results in English. There’s also a limit of 60 queries per day for some of the more resource-heavy features, like generation and editing. For most users, that’s probably fine, but if you’re a power user in the middle of a huge project, it’s something to be aware of.
Let’s Talk Money: Avanty Pricing
So, what’s the damage? The pricing structure is refreshingly simple, which I appreciate. There are basically two tiers available right now during their Early Access phase. And yes, there’s a free 14-day trial so you can test it out yourself before committing.
| Plan | Price | Best For |
|---|---|---|
| Early Access | $19 / month | Individual data analysts, freelancers, or anyone who wants to try out the core AI features. |
| Team Plan | $15 / user / month (min. 3 users) | Data teams who want to standardize their workflow. Includes synced formatting settings and upcoming Slack integration. |
My take? The pricing is very reasonable. For an individual, $19 a month is a small price to pay for the hours you could potentially save. For teams, the per-user cost is even lower and adds collaborative benefits. It’s a pretty low-risk investment for the potential productivity boost.
Is Avanty Right For You? My Final Verdict
After spending some quality time with Avanty, I can confidently say it’s earned a spot in my toolkit. It’s not going to take your job, but it will make your job easier.
If you’re a junior analyst, Avanty can be an incredible learning tool, showing you how to structure queries you’re not yet familiar with. If you’re a senior analyst like me, it’s a fantastic way to automate the repetitive parts of your day and get to insights faster. And if you’re managing a data team, it could help you establish a consistent, well-documented query style across the board. It’s one of the more practical and thoughtfully designed AI tools I’ve come across for the data analytics space.
Frequently Asked Questions
- How does Avanty actually work with Metabase?
- It’s a simple Chrome extension. Once you install it, it automatically detects when you’re using Metabase and integrates its features directly into the SQL editor interface. There’s no complex setup.
- Is my company’s data safe with Avanty?
- This was a big question for me too. According to their documentation, Avanty never touches or stores your actual database data. It only uses the metadata (like table and column names) and the SQL queries you write to function. It doesn’t execute any queries on its own.
- Can this thing actually help me learn SQL?
- Yes, definitely. Seeing a natural language request get turned into clean, commented SQL is a great way to learn. The AI explanations for complex queries are also like having a tutor who can break things down for you step-by-step.
- Let’s be honest, is it really 100% accurate?
- Nope, and they’re upfront about it. They say it’s about 95% accurate. In practice, this means it might occasionally misunderstand your intent or require a small manual correction. You still need to understand SQL to verify the output.
- What about that free trial?
- They offer a 14-day free trial that gives you 50 query edits or generations. They do ask for a credit card, but you can cancel anytime before the trial ends and you won’t be charged.
A Smarter Way to Work
At the end of the day, tools like Avanty represent a shift in how we approach technical work. It’s about augmenting our own skills, not replacing them. By handing off the repetitive, syntax-heavy tasks to an intelligent assistant, we free up our brains to do what humans do best: ask the right questions and interpret the answers. If you’re a Metabase user, I’d say giving Avanty a try is a no-brainer.
