
Thingsboard
akenza
The AI-first IoT platform built for operations teams. Connect any sensor, shape the data and dashboards your way, and get the right alert to the right person before a small problem turns expensive — at any scale.

The modern platform for creating, sharing, and collaborating on AI prompts. Advanced version control and real-time testing.

Website, pricing, platforms and company facts side by side.
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| Website | kiloiot.io | diffyn.com |
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| Company | Startup from the United States · 2022 | — |
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In their own words, as submitted to SaaSHub.


Kilo is an AI-first IoT platform for teams that need to monitor the physical world and act on it — without stitching together five tools or hiring an integration team. Connect almost any device: LoRaWAN sensors (with a built-in network server, so there's no separate LoRaWAN server to run), GPS...
No description of Diffyn yet.
What each product offers, as listed by its team.


An editorial look at what each product does well and who it suits.


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The Ultimate Prompt Tool for Creators – Visualize & Organize with Diffyn
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Kilo IoT and Diffyn.
Kilo IoT's answer
Kilo is AI-first IoT platform that's turnkey and fully customizable at the same time — a combination most platforms make you choose between. It ships with a built-in LoRaWAN and MIOTY network server, so you can connect LPWAN sensors without setting up separate infrastructure, plus tracker and MQTT connectors for almost any other device. You define your own metrics, units, dashboards, rules, and alert thresholds instead of working inside fixed fields, and an AI assistant can provision devices, write automation rules, and build alarms from a plain-language prompt. Kilo IoT also has a native vehicle tracker integration with over 2000 preconfigured tracker templates, which allows for extending IoT beyond the facility.
Diffyn's answer:
Addresses workflow and change management on LLM prompts, provide teams with traceability and visualization of tests across multiple models, provide deeper understading into efficiency of these prompts.
Kilo IoT's answer
Three reasons teams pick Kilo: It is the most feature rich IoT platform. It works without specialists and adapts to your operations. There's no separate network server to run, for seasoned integrators, it has CEL programming capabilities for full customization. For beginner integrators, an AI assistant does the heavy lifting so no code is required for rules and dashboards. An AI assistant handles much of the setup — so you get value in minutes instead of a multi-month integration project. At the same time everything is customizable (your metrics, your dashboards, your alert logic), so you're never boxed into a rigid, single-purpose tool. It is production ready and it scales from one sensor to an entire portfolio. Start free, with paid plans from €25/month, or have Kilo help roll it out across multiple sites.
Diffyn's answer:
Diffyn is the platform that specializes on both change management and multi-model analysis.
Diffyn's answer:
React, Next.js, POSTGRESQL
Kilo IoT's answer
Kilo serves operations teams who need to monitor physical assets and catch problems early — facility and building managers, industrial and manufacturing operations, agriculture, cold-chain and refrigeration, energy and utilities, and other asset-heavy businesses — usually without a large IT or developer team. It's equally built for the system integrators, OEMs, and solution builders who deploy and manage IoT on behalf of those operators. In short, anyone who needs industrial-grade monitoring, automation, and alerting but wants it approachable and customizable — from a single site up to a multi-site enterprise.
Diffyn's answer:
Professionals incorporating LLMs or AI tools in their workflow and wants to keep track of changes and test their prompts.
Diffyn's answer:
I started working on Diffyn when I notice that prompting has become an essential part of work across many industries. While there are version control platofrms like github, they are not designed for just prompt management are can be overkill such applications, it is also not integrated natively with various LLMs and relevant tools for users to validate ideas and visualise results properly.
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When comparing Kilo IoT and Diffyn, you can also consider the following products.

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