Captum AI
AI Developer Tools
4.0
/5
Toolio reviewer
Supports interpretability across modalities, minimal modification needed.
HONEST REVIEWS. REAL EXPERIENCE.
Find the tool, and find out what it is bad at
Every tool is opened and used by a Toolio reviewer, who scores it and writes the honest pros, cons and a clear verdict. No hype, no fluff.
Tick Compare on any two to four cards to put them side by side.
Botsheets
AI Developer Tools
4.0
/5
Toolio reviewer
Botsheets generates Google Slides directly from your data, with secure storage on Drive.
Bethgelab
AI Developer Tools
3.9
/5
Toolio reviewer
Bethge Lab is an AI research group focusing on lifelong learning.
Benevolent Platform™
AI Developer Tools
3.9
/5
Toolio reviewer
Applies AI and a proprietary knowledge graph to speed up biopharma drug discovery.
AutoKT
AI Developer Tools
4.0
/5
Toolio reviewer
AutoKT automates documentation writing and updating; it can be costly for small teams.
AI2SQL
AI Developer Tools
3.9
/5
Toolio reviewer
Generate and fix SQL queries in plain English.
AI Analyzer
AI Developer Tools
3.9
/5
Toolio reviewer
Identifies unseen website risks and new threats to your data.
Releaso
AI Developer Tools
4.0
/5
Toolio reviewer
Manual updates are a thing of the past.
Semiring AI
AI Developer Tools
3.9
/5
Toolio reviewer
For AI engineers and researchers, Semiring bridges precise specifications to executable systems.
Obviously AI
AI Developer Tools
4.0
/5
Toolio reviewer
Too simple for complex models.
Magic Dash AI
AI Developer Tools
3.9
/5
Toolio reviewer
Magic Dash AI helps automate project management tasks.
Git Hub
AI Developer Tools
4.0
/5
Toolio reviewer
GitHub keeps you ahead with AI-powered development tools and secure workflows. It excels in automation, security, and collaboration but can be pricey for small teams.
AI Developer Tools
AI Code Assistant 144
AI Developer Tools 134
AI Search Engine 77
API Development 119
Automation Tools 69
DevOps 91
Network Security 83
Website Builders 102
Three worth starting with
Marble LeetCode Tutor Chrome Extension
Free
Map My Blog AI Powered Map Chrome Extension
Free
HuggingFace
$19 per month
Terms to know
Developer tools in this group help build with AI rather than only write code: model hubs like HuggingFace, agent frameworks, browser add-ons and learning aids such as Marble LeetCode Tutor Chrome Extension. Engineers and technical founders use them to prototype AI features and test models. The deciding question is hosting: some tools run in the cloud, others let you run models on your own hardware.
Questions people ask
What is the difference between AI developer tools and AI code assistants?
Code assistants help you write code in your editor. Developer tools are the wider set for building AI products: model libraries, agent frameworks, testing utilities and deployment platforms. A team might use one of each at the same time.
Do I need machine learning experience to use these tools?
Not always. Many offer hosted models and simple APIs, so ordinary application developers can add AI features without training anything. Fine-tuning or running models yourself does require more background in data and infrastructure.
Should I use a hosted model or run one myself?
Hosted models are quicker to start with and need no hardware, but your data goes to a third party. Running a model yourself keeps data in-house and gives control over versions, at the cost of setup and maintenance.