{"id":11772,"date":"2025-08-16T02:01:49","date_gmt":"2025-08-16T02:01:49","guid":{"rendered":"https:\/\/www.cogainav.com\/?post_type=listivo_listing&#038;p=11772"},"modified":"2025-08-16T02:01:49","modified_gmt":"2025-08-16T02:01:49","slug":"evidently-ai","status":"publish","type":"listivo_listing","link":"https:\/\/www.cogainav.com\/ar\/%d9%82%d8%a7%d8%a6%d9%85%d8%a9\/evidently-ai\/","title":{"rendered":"Evidently AI"},"content":{"rendered":"Evidently AI is an open-source powerhouse that slashes ML monitoring time by 10X. In 200 words: it spots data drift, model decay, and LLM issues with one Python line, then auto-generates interactive dashboards you can embed or email. Loved by DeepL, Wise, and Realtor.com, its statistical engine and LLM-as-judge evaluators turn silent failures into instant Slack alerts. Zero infra bloat, forever-free core, and a new cloud tier at $0.05 per 1k predictions make it the fastest, cheapest route to bulletproof ML observability.\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Tabular Data Drift &amp; Quality Suite<\/h3>\r\n \r\n\r\nEvidently started here, and it remains the most battle-tested module. Users can compare training versus production datasets, receive feature-level drift scores, and obtain granular quality indicators such as missing-value spikes, cardinality explosions, or unexpected new categories.\r\n\r\n \r\n<h3 class=\"wp-block-heading\">ML Model Performance Monitoring<\/h3>\r\n \r\n\r\nRegression, classification, and ranking metrics\u2014MAE, RMSE, ROC-AUC, Precision@k\u2014are computed automatically when ground truth becomes available. A concept-drift trigger can page engineers on Slack or Teams the moment degradation crosses a configurable threshold.\r\n\r\n \r\n<h3 class=\"wp-block-heading\">LLM Observability Toolkit<\/h3>\r\n \r\n\r\nThe newest addition addresses the unique pain points of prompt-based systems. Built-in evaluators check for prompt injection, jailbreak attempts, off-topic answers, toxicity, and PII leakage. Custom evaluators can be written in fewer than 20 lines of Python, leveraging any model endpoint.","protected":false},"author":1,"template":"","listivo_14":[434],"listivo_8605":"","listivo_8606":[""],"class_list":["post-11772","listivo_listing","type-listivo_listing","status-publish","hentry","listivo_14-ai-other-tools","listivo_8605-freemium","listivo_8606-web"],"listivo_145":["https:\/\/www.cogainav.com\/wp-content\/uploads\/2025\/08\/Evidently-AI-AI-Evaluation-LLM-Observability-Platform.webp"],"listivo_8661":"https:\/\/www.evidentlyai.com\/","_links":{"self":[{"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/listings\/11772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/listings"}],"about":[{"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/types\/listivo_listing"}],"author":[{"embeddable":true,"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":1,"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/listings\/11772\/revisions"}],"predecessor-version":[{"id":11774,"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/listings\/11772\/revisions\/11774"}],"wp:attachment":[{"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/media?parent=11772"}],"wp:term":[{"taxonomy":"listivo_14","embeddable":true,"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/listivo_14?post=11772"},{"taxonomy":"listivo_8605","embeddable":true,"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/listivo_8605?post=11772"},{"taxonomy":"listivo_8606","embeddable":true,"href":"https:\/\/www.cogainav.com\/ar\/wp-json\/wp\/v2\/listivo_8606?post=11772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}