How do most AI SaaS tools charge (credits vs monthly subscriptions)?

Most modern AI SaaS tools use hybrid pricing: an entry-level monthly subscription that includes a fixed monthly credit quota, paired with pay-as-you-go top-ups for high-volume LLM inference and generation.

Can I find free and open-source AI tools on SaaSearch?

Yes. You can filter listings by pricing model (Free, Freemium, or Paid) and tech stack. Many makers provide 100% free open-source tiers with self-hosting instructions and MIT licenses.

How are MRR and user counts verified for AI startups?

SaaSearch integrates directly with Stripe and Paddle telemetry to verify recurring monthly revenue, growth velocity, and active users, ensuring figures are authentic rather than estimated.

How can AI developers launch their product on SaaSearch?

Founders can submit their AI application for free. Once you add the verified SaaSearch launch badge to your homepage, your listing is published immediately to today's launch leaderboard with zero queue delay.

SaaSearch - The Search Engine for SaaS and AI products

54 products for Edge AI (0.05 seconds)

Needle 3

https://cactuscompute.com›ai & machine learning›Needle 3

Needle 3: 8-29 MB foundation model for tiny devices. - result 1

Sep 18, 2026 - Needle 3 is an 8-29 MB foundation model designed for efficient AI integration on tiny devices like mobile, wearables, and microcontrollers. It... Read more

5.0(1)1upvote

Edge AI Foundation Model Tool Calling

1cactuscompute

OzBrain

https://ozbrain.com›ai & machine learning›OzBrain

OzBrain: Your team's knowledge, shared with every AI agent & teammate. - result 2

Sep 14, 2026 - OzBrain provides a centralized, shared knowledge layer that acts as a collective brain for your team and all their AI agents. It enables various... Read more

5.0(1)1upvote

AI Knowledge Base Knowledge Management AI Agent Collaboration

1ozbrain

Edgee

https://edgee.ai›ai & machine learning›Edgee

Edgee: Fewer tokens, same context for AI coding agents. - result 3

Sep 18, 2026 - Edgee offers Token Compression V2, an AI optimization service engineered for coding agents. It significantly reduces token spend by employing a... Read more

5.0(1)1upvote

AI Optimization Token Compression Coding Agents

1edgee

AI Freshness Monitor

https://stale.jock.pl›ai & machine learning›AI Freshness Monitor

AI Freshness Monitor: Track AI model training cutoff and release dates to know how current your AI is. - result 4

Sep 18, 2026 - AI Freshness Monitor provides a live, dynamic list of leading AI models, displaying their release dates and crucial training cutoffs. This tool... Read more

5.0(1)1upvote

AI Models Model Monitoring AI Data

1stale

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Mintlify

https://mintlify.com›ai & machine learning›Mintlify

Mintlify: The self-updating knowledge platform and infrastructure for AI agents. - result 5

Sep 19, 2026 - Mintlify provides a comprehensive knowledge platform designed as infrastructure for AI agents and large language models (LLMs). It offers... Read more

5.0(1)1upvote

AI Infrastructure Knowledge Management Documentation Automation

1mintlify

HEDGEFUN

https://hedgefun.com›ai & automation›HEDGEFUN

HEDGEFUN: We provide market data analytics that are meant to educate the users about broader market movements that take into co... - result 6

May 15, 2026 - We provide market data analytics that are meant to educate the users about broader market movements that take into consideration activity of all... Read more

5.0(3)31upvotes$700 MRR−4.9% MoM

AI & Automation Micro-SaaS

3hedgefun

Notionlytics

https://notionlytics.com›ai & automation›Notionlytics

Notionlytics: Detailed analytics for Notion. For company wikis, community knowledge bases, and shared documents. Find out what's he... - result 7

May 15, 2026 - Detailed analytics for Notion. For company wikis, community knowledge bases, and shared documents. Find out what's helpful, and what isn't.... Read more

5.0(6)55upvotes$688 MRR−35.1% MoM

AI & Automation Micro-SaaS

6notionlytics

Needle 3: 8-29 MB foundation model for tiny devices.

5.0(1)

Needle 3 is an 8-29 MB foundation model designed for efficient AI integration on tiny devices like mobile, wearables, and microcontrollers. It uniquely provides a single set of weights that scales from 2 to 20 layers, offering an 'intelligence ladder' for diverse deployment needs. This model excels in offline tool calling, structured data extraction, and local text embedding, allowing developers to build intelligent, on-device applications. It enables nuanced control for smart homes, robots, phones, and automotive systems without relying on cloud round trips.

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