AI · alternatives · 2026

24 alternatives to LLMate
See the story your data has been trying to tell
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 2 we have checked on their own sites, 2 of them free or with a free tier. LLMate launched in 2024; newer entries below may have overtaken it.
- 1
Lessie AI▲406Hi HN! I’m Yanjun, co-founder of Lessie AI. We built Lessie AI as a People Search AI Agent — designed to help you find anyone in seconds: - Influencers for campaigns - Partners for collaborations - Experts for insights - Founders or investors to connect with Instead of spending hours doing LinkedIn / Google searches, Lessie automates the whole workflow: - Understand your request — type what you need, any role or profile - Search across multiple data sources — trying different strategies to find the right people - AI review + scoring — profiles are automatically filtered and ranked so…
Apr 2026 · lessie.ai · its alternatives →
- 2
Ask Viable▲185Transform feedback into PRDs, FAQs, reports & more in mins
2023 · askviable.com · its alternatives →
- 3

Creating data visualizations with AI nowadays often means chat, chat and more chats...and writing long prompts can be annoying while they are also not the most effective way to describe your visualization designs. Data Formulator blends UI interaction with natural language so that you can create visualizations with AI much more effectively! You can: * create rich visualizations beyond initial datasets, where AI helps transforming and visualizing data along the way * iterate your designs and dive deeper using data threads, a new way to manage your conversation with AI. Here is a demo video:…
2024 · github.com · its alternatives →
- 4
DataGent▲15Data Analysis made easy. A Data Analysis AI Agent
2025 · share.streamlit.io · its alternatives →
- 5

Hey HN, We've been building a multi-model API for LLMs called OpenRouter since we launched the Window AI extension in April this year [0]. The events of the last week make it clear the LLM landscape is unpredictable, so LLM aggregators are picking up interest. Unlike others, we're making a router on top of a public, explorable dataset. We recently built a way to rank and visualize this data, including the token counts we see going to and from different models, both open-sourced (like Llama, Mistral, finetunes, and variants) and closed-sourced (OpenAI, Anthropic). The API supports - 50+…
Apr 2026 · openrouter.ai · its alternatives →
- 6
Bruin▲84The AI data agent that collaborates with your team
May 2026 · getbruin.com · its alternatives →
- 7
Colossal▲135Effortlessly integrate tool-using agents with a single fetch
2025 · colossalhq.com · its alternatives →
- 8
Graphlit▲95API for LLM enabled knowledge ingestion and retrieval
2024 · graphlit.com · its alternatives →
- 9
MacroMate▲125You best mate, a complete Health and Wellbeing AI App.
2025 · macromate.co.uk · its alternatives →
- 10
Trails▲81Hey all, Justin here. I previously built Phind, the AI search engine for developers. One of the biggest problems we had there was figuring out what went wrong with bad searches. We had tons of searches per day, but less than 1% of users gave any explicit feedback. So we were either manually digging through searches or making general system improvements and hoping they helped. This problem gets harder with agents. Traces are longer and more complex. It takes more effort to review them, so I'm building a tool that lets you analyze LLM outputs directly to help developers of LLM apps and agents…
Jan 2026 · trails-red.vercel.app · its alternatives →
- 11

- 12

- 13

- 14
Hi everyone, we are excited to share with you our new release of Data Formulator. Starting from a dataset, you can communicate with AI agents with UI + natural language to explore data and create visualizations to discover new insights. Here's a demo video of the experience: https://github.com/microsoft/data-formulator/releases/tag/0..... This is a build-up from our release a year ago (https://news.ycombinator.com/item?id=41907719). We spent a year exploring how to blend agent mode with interactions to allow you more easily "vibe" with your…
Nov 2025 · data-formulator.ai · its alternatives →
- 15

- 16

Hey, I'm Marc one of the co-founders of Fabi! We've all seen the "chat with your data" or the "AI-as-an-assistant" when building reports, but we felt like this wasn't quite right. So we decided to build a system that allowed users to: * Connect any data source to the AI * Purely chat with the AI and their data (so we show the output right in the chat before you even apply the changes) * Convert that chat to a repeatable analysis with a data app or workflow * Toggle back to chat mode without missing a beat Basically this means that if you're a data person, you don't have to go through these…
2025 · fabi.ai · its alternatives →
- 17
folio▲74hi HN! a couple of months ago I had to analyze a few thousand audio recordings to help identify issues with customer support. i was able to get some raw high-level initial results with python scripts invoking LLM APIs, but they were too general and unhelpful. writing basic prompts is easy, but tuning them and making them specific enough to ensure no faint signal is missed is hard. you need to iterate through the data with an initial prompt, segment the data into different buckets, chain another prompt for each bucket etc. Then you need to constantly review the raw data to tweak the prompts…
Apr 2026 · usefolio.ai · its alternatives →
- 18

Excited to share a project I’ve been building for months! Would love to receive honest feedback :) My motivation: AI is clearly going to be the interface for data. But earlier attempts (text-to-SQL, etc.) fell short — they treated it like magic. The space has matured: teams now realize that AI + data needs structure, context, and rules. So I built a product to help teams deliver “chat with data” solutions fast with full control and observability (agent tracing, quality scores, etc) — am I wrong? The product allows you to connect any LLM to any data source with centralized context…
2025 · github.com · its alternatives →
- 19

The AI agent for synthetic data generation
Nov 2025 · tonic.ai · its alternatives →
- 20
Velents.ai▲117Utilize AI to automate & manage the entire hiring process
2022 · velents.ai · its alternatives →
- 21

Claro runs the AI agents that operate on your data
Apr 2026 · getclaro.ai · its alternatives →
- 22
Nexus▲12Interactive AI vibe analysis agent for connected data
2025 · trynexus.typedream.app · its alternatives →
- 23

- 24

Also compare
Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →