Scorecard

In plain words

Scorecard is a platform for teams developing AI agents in critical applications. It integrates language model evaluations, human feedback, and product metrics to enable agents to improve automatically. The tool helps developers evaluate performance, optimize agent behavior, and deploy with confidence. It's designed for organizations building AI systems where reliability and continuous improvement are essential.

written from the facts on this page · September 2026

From the sources

For teams building AI in high-stakes domains, Scorecard combines LLM evals, human feedback, and product signals to help agents learn and improve automatically, so that you can evaluate, optimize, and ship confidently.

Looking for a simple way to build and test LLM apps? Use Scorecard to deliver predictable AI experiences that improve with every update.

You can't QA your way to the frontier. Building more complex agents means you have to test each change against exponentially more scenarios to get it to work. Self-improvement through simulation is how frontier labs build best-in-class agents. Now you can too. Scorecard helps you make sense of AI performance. With tools to test and evaluate AI agents, map out real scenarios and bring clarity to AI performance. Gain insights, identify risks early, and ship with confidence. Run your agent through thousands of realistic scenarios and get results in minutes. Stop waiting weeks for experts to review production logs. Create, test, and track your best-performing prompts all in one place. Keep a…from scorecard.io

• 
  PrefactorJul 2026 · prefactor.tech · ▲580

  Evaluate your AI Agents in real-time

• 
  BadgeJul 2026 · getbadge.app · ▲437

  AI agents collect peer reviews to generate proof of work

• 
  AI SEO Score2025 · findablescore.com · ▲302

  Check the AI SEO score of your company

• 
  AgentR2025 · agentr.global · ▲139

  Hiring evaluation built for the AI cheating era

• 
  Scorecard – Evaluate LLMs like Waymo simulates cars2025 · docs.scorecard.io · ▲7

  Hey HN! I built self-driving sim and eval at Waymo. Now I’m building Scorecard to bring that approach to agent eval: reproducible, automated scoring for AI. Scorecard lets you: - Run LLM-as-judge evals on agent workflows: test tool usage, multi-step reasoning, and task completion in CI/CD or in a playground. - Debug failures with OpenTelemetry traces: see which tool failed, why your agent looped, and where reasoning went wrong. - Collaborate on datasets, simulated agents, and evaluation metrics. Try it out → https://app.scorecard.io (free tier, no payment required!) Docs →…

• 
  Agentic API Grader by SaaStr.aiMay 2026 · saastr.ai · ▲59

  Your #1 new customer is an AI agent. Are they getting an A?

• 
  Spira Maxima▲578

  Video model that turns script into viral social media videos

  AI · 17d ago · spira.ai

• 
  Rill Browser▲540

  The browser where Claude Code and Codex work beside you

  AI · 17d ago · rill.love

• 
  Germany's new sovereign AI model Kolibri▲424

  Kolibri is Aleph Alpha

  AI · 18d ago · tej.as

• 
  Giving Opus 5.5 a simulated paint canvas▲392

  Paintings by AI models: programs run through a simulation of oil paint.

  AI · 20d ago · stillwet.art

• 
  Onepin▲384

  AI voiceover with every name, price and date said right

  AI · 30d ago · onepin.ai

• 
  PixVerse R2▲381

  A real-time world model you can explore and change

  AI · 28d ago · world.pixverse.video

• 
  Cursor 2.0▲957

  Our first coding model and new interface for agents

  AI · Oct 2025 · cursor.com

• 
  Flask▲806

  Notion + Loom, for video collaboration.

  AI · 2025 · flask.do

• 
  Strange Attractors▲804

  I went down the rabbit hole on a side project and ended up building this: Strange Attractors(https://blog.shashanktomar.com/posts/strange-attractors). It’s built with three.js. Working on it reminded me of the little "maths for fun" exercises I used to do while learning programming in early days. Just trying things out, getting fascinated and geeky, and being surprised by the results. I spent way too much time on this, but it was extreme fun. My favorite part: someone pointed me to the Simone Attractor on Threads. It is a 2D attractor and I asked GPT to extrapolate it to…

  AI · Oct 2025 · blog.shashanktomar.com

• 
  Orchestra▲793

  A chat-centric workspace for builders and modern teams

  Work · 2025 · orch.so

• 
  Autism Simulator▲779

  Hey all, I built this. It’s not trying to capture every autistic experience (that’d be impossible). It’s based on my own lived experience as well as that of friends on the spectrum. I'm trying to give people a feel for what masking, decision fatigue, and burnout can look like day-to-day. That’s hard to explain in words, but easier to show through choices and stats. I'm not trying to "define autism". I’ve gotten good feedback here about resilience, meds, and difficulty tuning. I’ll keep tweaking it. If even a few people walk away thinking, "ah, maybe that’s why my coworker struggles in those…

  Life & fun · 2025 · autism-simulator.vercel.app

• 
  Director▲768

  Lovable for web automation

  AI · 2025 · director.ai