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How it compares
LLMOps & evaluation market map →Among 190 LLMOps & evaluation products tracked by Astracia.
- Top 5% of LLMOps & evaluation products by launches Launches tracked: #3 of 190
Others in LLMOps & evaluation
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About the startup
AI Evaluation Tools Explained is a practical 2026 guide for developers, AI engineers, and builders who want to test AI systems before putting them into production. It covers the best tools and approaches for evaluating LLM accuracy, RAG retrieval and generation, hallucinations, AI agent behavior, safety, latency, and overall reliability. The guide also explains how to choose the right evaluation approach for different AI projects. Launch tags
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Recently added in LLMOps & evaluation
Browse category →Added to this directory in the past 30 days. Dates refer to the directory listing, not the product launch.
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Explore expertise in AI & Automation
See all →Profiles grouped by topic. This does not confirm an offer, availability or a connection to this profile.
| Profile |
|---|
SomeOddCodeGuyA dev/manager who picked up LLMs in early 2023, and been engrossed ever since. |
sly-the-foxI build the trust layer for AI agents. |
JP AndersonIT Consultant. |
Media about AI & Automation
See all →Shows and channels grouped by topic. A recommendation does not mean this profile was featured or endorsed.
| Show |
|---|
Exploring Language ModelsNewsletter · Maarten Grootendorst |
EpisodesNewsletter · Emily St. James |
Hit Points by Nathan BrownNewsletter · Nathan Brown |
Founder stories from AI & Automation startups
See all →Retold founder accounts from startups in the same category, each linked to the original.
| Story |
|---|
OnceHub: A Long Search for the Right Scheduling ProblemRami Goraly spent years refining the business that became OnceHub. A narrower scheduling use case created traction, and the company later expanded into qualification, customer conversations, and voice booking while remai |
Kissflow: Finding the Workflow Business Inside a Technology PlatformSuresh Sambandam's early platform struggled to turn technical capability into a strong business. Watching customers build workflows led to Kissflow, followed by a different approach to marketing, enterprise sales, and so |
Wade Foster charged $100 after building the integration a forum asked forWade Foster says Zapier's first paying customer was Mixergy's Andrew Warner, billed $100 into an unfinished beta after Wade found a stale PayPal-to-Highrise plea and then shipped Wufoo-to-AWeber instead, taking the money |
FounderPal sold strategies as one-time payments, not subscriptionsSveta Bay says Marketing Strategy Generator brought around $10,000 a month in one-time payments after a second MVP earned $60,000 in six months. Dan Kulkov later said that paid product made around $100,000 in ten months. |
Browse AI & Automation categories
See all →Subcategories in the same part of the directory, with the number of listed products.
| Category |
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AI assistants & chatbots3,886 listed products |
Machine learning platforms540 listed products |
AI models & APIs475 listed products |
Agent builders & orchestration436 listed products |
Workflow automation & integrations394 listed products |




