At-Risk AI Tools
These tools scored below 40on our viability model. In most cases the tool’s own homepage no longer resolves when we probe it, which caps the score regardless of anything else. The rest have very little evidence behind them — nothing published beyond a landing page and almost no discussion anywhere. Check before building critical workflows around them, and tell us if we have one wrong.
278 tools · Updated September 2026
Real-time experiment tracking for frontier AI training, now owned by OpenAI
AI research and note-taking tool that captures, organizes, and synthesizes web content.
AI search engine for developers that prioritizes code snippets.
AI knowledge management that centralizes team info with fast natural language search for mid-sized teams.
No-code options trading automation with backtesting, bots, and paper trading.
Korean enterprise LLM — consumer CLOVA X service ended April 2026
Turn video into 3D scenes with cloud-based AI reconstruction
Open-source Python library for guaranteed valid structured outputs from LLMs
AI-native container security purpose-built for Kubernetes and cloud-native workloads.
AI email assistant that triages your inbox and drafts replies for $8.25/month.
AI career coaching with skill adjacency mapping for displaced workers.
Open-source prompt management and observability for LLMs
Open-source, beginner-friendly book on quantitative trading for Chinese readers.
Turn one selfie into personalized cartoon avatars and 1,000+ stickers for messaging.
开源本地 AI Agent 中枢：连接 100+ 模型与多渠道 IM，支持私有化部署。
Daily-updated LLM speed benchmarks measuring TTFT, TPS, and total time across regions.
On-device AI NPC agent and LLM toolkit for game prototyping
Launch your own branded AI chatbot reselling platform powered by ChatGPT and Gemini.
Google's AI research model for high-fidelity text-to-music generation at 24 kHz
Private on-device LLM, speech-to-text, and image generation for Kotlin Multiplatform.
Self-hosted AI coding sandboxes on your own hardware, with preview URLs and agent CLIs built in.
An open-source inference-time method for coding agents that fans out parallel ideation branches to escape premature convergence.
AI-powered IDE for deterministic browser automations.
Find new customers on Reddit with AI-powered lead generation and personalized messages.
Free AI tool to extend images in any direction, no signup required.
Self-hosted AI agent OS with offline memory and chat on your own hardware.
Open-source AI assistant that turns plain-English questions into Snowflake SQL.
AI bookmark manager with summaries, key points, and Q&A – closing April 30, 2026
Interactive timeline visualization for Harmony and Codex CLI agent logs
AI app that photo-detects bike components and sends maintenance reminders.
AI roof and exterior measurement reports from phone photos in minutes.
Extract code from videos, PDFs, and images instantly.
Enterprise cognitive AI using active inference for explainable finance decisions
Simple, human-reviewed AI dubbing for YouTube creators to localize videos into multiple languages.
AI video generator that turns text prompts into publish-ready videos with 200+ AI models.
Browser-based design platform combining AI generation, motion design, and non-destructive editing in a single workspace.
Free browser-based 3D garment design and real-time visualization
AI copilot for every textbox on the web—reply, draft, translate, and generate formulas anywhere you type.
AI-powered Gatling test creation in VS Code with BYO-LLM
AI-powered parental controls that detect real dangers in texts, social media, and GPS location.
Free, private, browser-based Photoshop alternative with local AI editing.
Local-first semantic code search that runs offline with hybrid retrieval and no API keys, ideal for privacy-focused developers.
AI daily planner that syncs with wearables to protect your energy and deep work.
Real-time AI voice changer, cloning, TTS, and AI voice agents for gaming, content, and enterprise.
AI-powered study and teaching platform for personalized learning.
Open-source PyTorch toolkit for compressing transformer NLP models via knowledge distillation.
AI personal shopper curating try-before-you-buy clothing boxes
Terminal-native AI coding agent powered by Kimi K2.6 on Cloudflare Workers, no middleman.
Open-source, local-first desktop automation with visual workflows and self-patching AI agents.
AI agent that fights debt collectors, landlords, and bureaucrats for you
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