{"id":6570,"date":"2026-07-17T16:58:12","date_gmt":"2026-07-17T16:58:12","guid":{"rendered":"https:\/\/qyrus.com\/qapi\/?page_id=6570"},"modified":"2026-07-29T08:46:35","modified_gmt":"2026-07-29T08:46:35","slug":"llm-evaluator","status":"publish","type":"page","link":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/","title":{"rendered":"LLM Evaluator"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"6570\" class=\"elementor elementor-6570\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dfaf03 e-con-full e-flex e-con e-parent\" data-id=\"2dfaf03\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-11d9a43 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-hidden-tablet_extra elementor-widget elementor-widget-featured_banner\" data-id=\"11d9a43\" data-element_type=\"widget\" data-widget_type=\"featured_banner.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t \r\n <section class=\"feature-banner form-banner home-banner scroll-banner\">\r\n\r\n    <div class=\"container-fluid\">\r\n\r\n        <div class=\"row\">\r\n\r\n            <div class=\"col-lg-12 no-padd banner-wrap col-md-12\">  \r\n\r\n                <div class=\"overlay-desc\">\r\n\r\n                    <div class=\"container h-100\">\r\n\r\n                        <div class=\"row h-100\">\r\n\r\n                            <div class=\"col-lg-6 ms-auto  banner-content align-self-center\">\r\n\r\n                                <div class=\"banner-content-wrap\">\r\n\r\n                                    <h1 class=\"main-title\">Lorem ipsum dolor sitam etetetur<\/h1>\r\n                                    <p class=\"tagline\">Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et<\/p>\r\n                                    <a class=\"main-cta\" href=\"\">Get a Free Trial<\/a>\r\n    \r\n                                <\/div>\r\n\r\n                            <\/div>\r\n                            \r\n                            <div class=\"col-lg-6 banner-content align-self-center\">\r\n\r\n                            <p><img decoding=\"async\" class=\"alignnone size-medium wp-image-454\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1-300x148.png\" alt=\"\" width=\"300\" height=\"148\" srcset=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1-300x148.png 300w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1-768x379.png 768w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1.png 840w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>    \r\n                            <\/div>\r\n\r\n                        <\/div>\r\n\r\n                    <\/div>\r\n\r\n                <\/div>\r\n\r\n\r\n            <\/div>\r\n\r\n        <\/div>\r\n    <\/div>\r\n\r\n<\/section>\r\n\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b18981a e-flex e-con-boxed e-con e-child\" data-id=\"b18981a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-707f090 e-con-full e-flex e-con e-child\" data-id=\"707f090\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72fa256 main-title elementor-widget elementor-widget-heading\" data-id=\"72fa256\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Stop choosing LLMs on demos.<span> Start choosing them based on evidence.  <\/span> <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c0b6e7 elementor-widget elementor-widget-text-editor\" data-id=\"3c0b6e7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: justify;\">Built for teams evaluating LLMs for product, QA, engineering, and enterprise rollout decisions.\u00a0<\/p><ol><li>Compare multiple LLMs side by side.<\/li><li>Score outputs against structured criteria.<\/li><li>Add your own parameters for domain-specific evaluation.\u00a0<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e7814e elementor-widget elementor-widget-text-editor\" data-id=\"3e7814e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a class=\"main-cta\" href=\"https:\/\/qapi.qyrus.com\/login?page=sign-up\">Join the waitlist<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3a86a87 e-con-full e-flex e-con e-child\" data-id=\"3a86a87\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8fb88b7 elementor-widget elementor-widget-image\" data-id=\"8fb88b7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/functional-feature-page-banner-image-2-1.svg\" class=\"attachment-large size-large wp-image-3583\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8e9184 e-grid e-con-full e-con e-parent\" data-id=\"a8e9184\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-18a6764 elementor-widget elementor-widget-features_new\" data-id=\"18a6764\" data-element_type=\"widget\" data-widget_type=\"features_new.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<section class=\"s-cards-grid-wrapper feature-new\">\n    <div class=\"container\">\n        <div class=\"row\">\n            <div class=\"col-lg-8 col-md-10 mx-auto text-center align-self-center\">\n                                    <span class=\"sub-title\">Parameters you can measure, weight, and trust <\/span>\n                                                    <h2 class=\"sec-title\">There\u2019s no faster way, identifying the right tool needs strategy and evaluation <\/h2>\n                                                    <p class=\"main-desc\">Start with battle-tested presets, then define your own. Each parameter links to tests, datasets, and acceptance thresholds your stakeholders agree on. <\/p>\n                            <\/div>\n        <\/div>\n        <div class=\"s-cards-wrapper\">\n            <div class=\"row justify-content-center\">\n                                    <div class=\"col-xl-4 col-lg-4 col-md-6 align-self-center\">\n                        <div class=\"grid-wrap\">\n                                                            <div class=\"image-container\">\n                                    <img decoding=\"async\" height=\"100\" width=\"100\" alt=\"Factual Accuracy \" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/03-end-to-end.svg\"\/>\n                                <\/div>\n                            \n                                                            <h3 class=\"sub-sec-title\">Factual Accuracy <\/h3>\n                            \n                                                            <p class=\"main-desc\">Catch hallucinations fast. Checks answers against your docs and data, verifies citations, and flags unsupported claims.<\/p>\n                                                                                <\/div>\n                    <\/div>\n                                    <div class=\"col-xl-4 col-lg-4 col-md-6 align-self-center\">\n                        <div class=\"grid-wrap\">\n                                                            <div class=\"image-container\">\n                                    <img loading=\"lazy\" decoding=\"async\" height=\"100\" width=\"100\" alt=\"Instruction Accuracy \" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/trust.png\"\/>\n                                <\/div>\n                            \n                                                            <h3 class=\"sub-sec-title\">Instruction Accuracy <\/h3>\n                            \n                                                            <p class=\"main-desc\">Ensure models follow your rules. Tests adherence to system prompts, tone, and exact format requirements. <\/p>\n                                                                                <\/div>\n                    <\/div>\n                                    <div class=\"col-xl-4 col-lg-4 col-md-6 align-self-center\">\n                        <div class=\"grid-wrap\">\n                                                            <div class=\"image-container\">\n                                    <img loading=\"lazy\" decoding=\"async\" height=\"100\" width=\"100\" alt=\"Reasoning Depth \" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/02-AI-insight-icon.svg\"\/>\n                                <\/div>\n                            \n                                                            <h3 class=\"sub-sec-title\">Reasoning Depth <\/h3>\n                            \n                                                            <p class=\"main-desc\">Measure real thinking. Evaluates multi-step logic, math accuracy, and quality of explanations. <\/p>\n                                                                                <\/div>\n                    <\/div>\n                                    <div class=\"col-xl-4 col-lg-4 col-md-6 align-self-center\">\n                        <div class=\"grid-wrap\">\n                                                            <div class=\"image-container\">\n                                    <img loading=\"lazy\" decoding=\"async\" height=\"100\" width=\"100\" alt=\"Latency &amp; Cost \" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/04-efficency-gains.svg\"\/>\n                                <\/div>\n                            \n                                                            <h3 class=\"sub-sec-title\">Latency &amp; Cost <\/h3>\n                            \n                                                            <p class=\"main-desc\">Balance speed and spend. Tracks response time, token usage, and cost per completed task to optimize economics. <\/p>\n                                                                                <\/div>\n                    <\/div>\n                                    <div class=\"col-xl-4 col-lg-4 col-md-6 align-self-center\">\n                        <div class=\"grid-wrap\">\n                                                            <div class=\"image-container\">\n                                    <img loading=\"lazy\" decoding=\"async\" height=\"100\" width=\"100\" alt=\"Tool &amp; Agent Reliability \" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/05-develper-friendly.svg\"\/>\n                                <\/div>\n                            \n                                                            <h3 class=\"sub-sec-title\">Tool &amp; Agent Reliability <\/h3>\n                            \n                                                            <p class=\"main-desc\">Test real-world actions. Validates correct API calls, error recovery, and reliable handoffs in agent workflows. <\/p>\n                                                                                <\/div>\n                    <\/div>\n                                    <div class=\"col-xl-4 col-lg-4 col-md-6 align-self-center\">\n                        <div class=\"grid-wrap\">\n                                                            <div class=\"image-container\">\n                                    <img loading=\"lazy\" decoding=\"async\" height=\"100\" width=\"100\" alt=\"Safety &amp; Compliance \" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/01-codelss-functional-icon.svg\"\/>\n                                <\/div>\n                            \n                                                            <h3 class=\"sub-sec-title\">Safety &amp; Compliance <\/h3>\n                            \n                                                            <p class=\"main-desc\">Ship securely. Scans for PII leaks, policy violations, and prompt injection resistance before production. <\/p>\n                                                                                <\/div>\n                    <\/div>\n                \n                <p class=\"btn-wrap text-center\"><a class=\"main-cta\" href=\"https:\/\/qapi.qyrus.com\/login?page=sign-up\">Try All Features<\/a><\/p>\n\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-03d5666 e-flex e-con-boxed e-con e-parent\" data-id=\"03d5666\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d79a5f2 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"d79a5f2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How Should Teams Build an LLM Testing Strategy <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ddd8f0d elementor-widget elementor-widget-image\" data-id=\"ddd8f0d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/3-1-1024x576.png\" class=\"attachment-large size-large wp-image-6574\" alt=\"LLM Testing Strategy\" srcset=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/3-1-1024x576.png 1024w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/3-1-300x169.png 300w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/3-1-768x432.png 768w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/3-1-1536x864.png 1536w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/3-1.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e969434 e-flex e-con-boxed e-con e-parent\" data-id=\"e969434\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a6c627 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"0a6c627\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">LLM evaluation metrics that matter in production <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3939481 elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"3939481\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/2-1-1024x576.png\" class=\"attachment-large size-large wp-image-6573\" alt=\"LLM evaluation metrics\" srcset=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/2-1-1024x576.png 1024w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/2-1-300x169.png 300w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/2-1-768x432.png 768w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/2-1-1536x864.png 1536w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2026\/07\/2-1.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f5851d e-con-full e-flex e-con e-parent\" data-id=\"9f5851d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-74c5355 elementor-widget elementor-widget-client_testi\" data-id=\"74c5355\" data-element_type=\"widget\" data-widget_type=\"client_testi.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<section class=\"client-testi section-btm\">\n    <div class=\"container\">\n        <div class=\"row\">\n            <div class=\"col-lg-12\">\n\n                <div class=\"row\">\n                    <div class=\"col-md-8 mobile-center\">\n                                                    <span class=\"sub-title\">Our customer reviews<\/span>\n                                                <h2 class=\"sec-title\">They talk about it better than us<\/h2>\n                    <\/div>\n                    <div class=\"profiles col-md-4 col-12 align-self-center\">\n                        <ul class=\"arrows d-flex\">\n                            <li class=\"res-prev slick-arrow\"><\/li>\n                            <li class=\"res-next slick-arrow\"><\/li>\n                        <\/ul>\n                    <\/div>\n                <\/div>\n\n                <div class=\"client-slide-testi\">\n                    \n                    <div class=\"row\">\n                        <div class=\"col-lg-12\">\n                            <div class=\"slide-wrap\">\n                                                                    <div>\n                                        <div class=\"slide-card\">\n                                            <img decoding=\"async\" class=\"quote-image\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/Icon-material-format-quote.svg\" alt=\"Venkata Satya Prasad Sajja\">\n                                            <p class=\"testi-quote\">QAPI simplified our API testing with its ability to test individual API&#039;s and API Chaining for functional and performance testing. QAPI&#039;s AI integration capability allows recording of API&#039;s with API Discovery extension and generation of  API assertions which is of great help and improved our time to market. Definitely recommend to try it.<\/p>\n\n                                            <div class=\"details-slide row\">\n                                                <div class=\"author-img col-xl-3 col-md-4 col-3 align-self-center\">\n                                                    <img decoding=\"async\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/03\/Venkata-e1741071139550.jpg\" alt=\"Venkata Satya Prasad Sajja\">\n                                                <\/div>\n                                                <div class=\"profiles col-xl-9 col-md-8 col-9 align-self-center\">\n                                                    <span>\n                                                    <p class=\"name\">Venkata Satya Prasad Sajja<\/p>\n                                                    <p class=\"designation\">Principle Architect<\/p>\n                                                    <\/span>\n                                                <\/div>\n                                               \n                                            <\/div>\n                                        <\/div>\n                                    <\/div>\n                                                                        <div>\n                                        <div class=\"slide-card\">\n                                            <img decoding=\"async\" class=\"quote-image\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/Icon-material-format-quote.svg\" alt=\"Nicholas Rios\">\n                                            <p class=\"testi-quote\">The qAPI service stands out for its exceptional ease of use, reporting, and comprehensive testing capabilities. With its embedded AI features, instead of writing complex test scripts from scratch, qAPI generated tests based on the API specifications and endpoints, making it incredibly easy for our technical and non-technical users to get started with automated testing. Additionally, with the growing demand for high-performance APIs, using qAPI&#039;s Performance Testing and Load Simulation features gave us the ability to test scalability and handle high traffic without compromising on reliability.<\/p>\n\n                                            <div class=\"details-slide row\">\n                                                <div class=\"author-img col-xl-3 col-md-4 col-3 align-self-center\">\n                                                    <img decoding=\"async\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/03\/Nicol-e1741593876667.jpg\" alt=\"Nicholas Rios\">\n                                                <\/div>\n                                                <div class=\"profiles col-xl-9 col-md-8 col-9 align-self-center\">\n                                                    <span>\n                                                    <p class=\"name\">Nicholas Rios<\/p>\n                                                    <p class=\"designation\">Test Architect<\/p>\n                                                    <\/span>\n                                                <\/div>\n                                               \n                                            <\/div>\n                                        <\/div>\n                                    <\/div>\n                                                                        <div>\n                                        <div class=\"slide-card\">\n                                            <img decoding=\"async\" class=\"quote-image\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/Icon-material-format-quote.svg\" alt=\"Peter K\">\n                                            <p class=\"testi-quote\">As a small startup, finding an affordable API testing solution was crucial for us. qAPI not only fits our budget but also offers a robust cloud-based platform that scales with our needs. We can now perform extensive testing without the overhead costs associated with traditional solutions.\n<\/p>\n\n                                            <div class=\"details-slide row\">\n                                                <div class=\"author-img col-xl-3 col-md-4 col-3 align-self-center\">\n                                                    <img decoding=\"async\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/qAPI-Review-image-3.png\" alt=\"Peter K\">\n                                                <\/div>\n                                                <div class=\"profiles col-xl-9 col-md-8 col-9 align-self-center\">\n                                                    <span>\n                                                    <p class=\"name\">Peter K<\/p>\n                                                    <p class=\"designation\">Software Developer<\/p>\n                                                    <\/span>\n                                                <\/div>\n                                               \n                                            <\/div>\n                                        <\/div>\n                                    <\/div>\n                                                                <\/div>\n                        <\/div>\n\n\t\t\t\t\t\t\n                    <\/div>\n                <\/div>\n\t\t\t\t             <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bc7a7a8 e-con-full e-flex e-con e-parent\" data-id=\"bc7a7a8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb99907 elementor-widget__width-inherit elementor-widget elementor-widget-trending_topics\" data-id=\"bb99907\" data-element_type=\"widget\" data-widget_type=\"trending_topics.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t    <section class=\"trending-topics section\">\n        <div class=\"container\">\n            <div class=\"row m-0\">\n                <div class=\"col-md-12 mobile-center\">\n                                            <span class=\"sub-title\">Resources<\/span>\n                                    <\/div>\n                            <\/div>\n        <\/div>\n    <\/section>\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b1bc2b e-con-full e-flex e-con e-parent\" data-id=\"3b1bc2b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ef2a72 elementor-widget elementor-widget-footer_contact\" data-id=\"4ef2a72\" data-element_type=\"widget\" data-widget_type=\"footer_contact.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<section class=\"footer-contact\" id=\"partners-letstalk\" style=\"background-image:url()\">\n            <div class=\"container\">\n                <div class=\"row\">\n                    <div class=\"col-lg-7 col-md-8 ms-auto align-self-center\">\n                        <h2>Quick answers that remove friction. <\/h2>\n                        <p>Join the waitlist to get early access, plus a private sandbox to evaluate your models against your data. <\/p>   \n                    <\/div>\n                    <div class=\"col-lg-3 col-md-4 me-auto align-self-center\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"btn-wrap text-center\"><a class=\"main-cta\" href=\"https:\/\/qapi.qyrus.com\/login?page=sign-up\">Join The Waitlist<\/a><\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n                <\/div>\n            <\/div> \n        <\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3e8a6f8 e-flex e-con-boxed e-con e-parent\" data-id=\"3e8a6f8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec4a712 elementor-widget elementor-widget-faq\" data-id=\"ec4a712\" data-element_type=\"widget\" data-widget_type=\"faq.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n<section class=\"faq \" id=\"\" style=\"background-image:url('')\">\n    <div class=\"container\">\n        <div class=\"row\">\n            <div class=\"col-lg-8 col-md-10 mx-auto text-center align-self-center\">\n                                    <span class=\"sub-title\">FAQ<\/span>\n                                                    <h2 class=\"sec-title\">Frequently Asked Questions<\/h2>\n                                            <\/div>\n        <\/div>\n        <div class=\"row\">\n            <div class=\"col-md-10 mx-auto\">\n                <div class=\"row\">\n                            <div class=\"accordion\" id=\"accordionExample\">\n                        <div class=\"row\">\n                            \n                                <div class=\"col-xl-6 order-xl-1\">\n                                    <div class=\"accordion-item\">\n                                        <p class=\"accordion-header\" id=\"heading-0\">\n                                            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#collapse-0\" aria-expanded=\"false\" aria-controls=\"collapse-0\">\n                                                What does an LLM evaluator do?                                             <\/button>\n                                        <\/p>\n                                        <div class=\"accordion-collapse collapse\" id=\"collapse-0\" aria-labelledby=\"heading-0\" data-bs-parent=\"#accordionExample\">\n                                            <div class=\"accordion-body\">\n                                                <p>An LLM evaluator helps teams compare, score, and analyze large language models using structured parameters and business-specific criteria so they can determine which model is most suitable for a real use case<\/p>\n                                            <\/div>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n\n                                \n                                <div class=\"col-xl-6 order-xl-2\">\n                                    <div class=\"accordion-item\">\n                                        <p class=\"accordion-header\" id=\"heading-1\">\n                                            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#collapse-1\" aria-expanded=\"false\" aria-controls=\"collapse-1\">\n                                                Why is custom parameter design important?                                             <\/button>\n                                        <\/p>\n                                        <div class=\"accordion-collapse collapse\" id=\"collapse-1\" aria-labelledby=\"heading-1\" data-bs-parent=\"#accordionExample\">\n                                            <div class=\"accordion-body\">\n                                                <p>Custom parameter design matters because standard model benchmarks do not always reflect the specific quality checks, compliance expectations, tone controls, or workflow requirements a business needs before deployment. <\/p>\n                                            <\/div>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n\n                                \n                                <div class=\"col-xl-6 order-xl-1\">\n                                    <div class=\"accordion-item\">\n                                        <p class=\"accordion-header\" id=\"heading-2\">\n                                            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#collapse-2\" aria-expanded=\"false\" aria-controls=\"collapse-2\">\n                                                Who should use LLM Evaluator by qAPI?                                             <\/button>\n                                        <\/p>\n                                        <div class=\"accordion-collapse collapse\" id=\"collapse-2\" aria-labelledby=\"heading-2\" data-bs-parent=\"#accordionExample\">\n                                            <div class=\"accordion-body\">\n                                                <p>It is intended for product, QA, engineering, innovation, AI, and governance teams that need a structured and repeatable way to compare LLMs before making a recommendation or rollout decision. No B.S just actionable results.<\/p>\n                                            <\/div>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n\n                                \n                                <div class=\"col-xl-6 order-xl-2\">\n                                    <div class=\"accordion-item\">\n                                        <p class=\"accordion-header\" id=\"heading-3\">\n                                            <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#collapse-3\" aria-expanded=\"false\" aria-controls=\"collapse-3\">\n                                                How is this different from testing models manually?                                            <\/button>\n                                        <\/p>\n                                        <div class=\"accordion-collapse collapse\" id=\"collapse-3\" aria-labelledby=\"heading-3\" data-bs-parent=\"#accordionExample\">\n                                            <div class=\"accordion-body\">\n                                                <p>Manual testing is often inconsistent and hard to compare across models. LLM Evaluator is positioned as a way to make evaluation more systematic, measurable, and aligned to business needs. <\/p>\n                                            <\/div>\n                                        <\/div>\n                                    <\/div>\n                                <\/div>\n\n                                                        <\/div>\n                    <\/div>\n                                <\/div>\n                    <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n    \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Lorem ipsum dolor sitam etetetur Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et Get a Free Trial Stop choosing LLMs on demos. Start choosing them based on evidence. Built for teams evaluating LLMs for product, QA, engineering, and enterprise rollout decisions.\u00a0 Compare multiple LLMs side by&#8230;<\/p>\n","protected":false},"author":9,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-6570","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Evaluate LLM Performance with Confidence<\/title>\n<meta name=\"description\" content=\"Test API-driven processes end-to-end for efficiency and accuracy. Automate, streamline, and ensure smooth system integrations\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Evaluate LLM Performance with Confidence\" \/>\n<meta property=\"og:description\" content=\"Test API-driven processes end-to-end for efficiency and accuracy. Automate, streamline, and ensure smooth system integrations\" \/>\n<meta property=\"og:url\" content=\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/\" \/>\n<meta property=\"og:site_name\" content=\"qAPI\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/profile.php?id=61571758838201\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-29T08:46:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"840\" \/>\n\t<meta property=\"og:image:height\" content=\"415\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@testwithqapi\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/\",\"url\":\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/\",\"name\":\"Evaluate LLM Performance with Confidence\",\"isPartOf\":{\"@id\":\"https:\/\/qyrus.com\/qapi\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1-300x148.png\",\"datePublished\":\"2026-07-17T16:58:12+00:00\",\"dateModified\":\"2026-07-29T08:46:35+00:00\",\"description\":\"Test API-driven processes end-to-end for efficiency and accuracy. Automate, streamline, and ensure smooth system integrations\",\"breadcrumb\":{\"@id\":\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#primaryimage\",\"url\":\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1.png\",\"contentUrl\":\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1.png\",\"width\":840,\"height\":415},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/qyrus.com\/qapi\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"LLM Evaluator\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/qyrus.com\/qapi\/#website\",\"url\":\"https:\/\/qyrus.com\/qapi\/\",\"name\":\"qAPI\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/qyrus.com\/qapi\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/qyrus.com\/qapi\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/qyrus.com\/qapi\/#organization\",\"name\":\"qAPI\",\"url\":\"https:\/\/qyrus.com\/qapi\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/qyrus.com\/qapi\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/qAPI-Youtube-DP-98-x-98.png\",\"contentUrl\":\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/qAPI-Youtube-DP-98-x-98.png\",\"width\":409,\"height\":409,\"caption\":\"qAPI\"},\"image\":{\"@id\":\"https:\/\/qyrus.com\/qapi\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/profile.php?id=61571758838201\",\"https:\/\/x.com\/testwithqapi\",\"https:\/\/www.linkedin.com\/company\/testwithqapi\/?viewAsMember=true\",\"https:\/\/www.instagram.com\/testwithqapi\/\",\"https:\/\/www.youtube.com\/@testwithqapi\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Evaluate LLM Performance with Confidence","description":"Test API-driven processes end-to-end for efficiency and accuracy. Automate, streamline, and ensure smooth system integrations","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/","og_locale":"en_US","og_type":"article","og_title":"Evaluate LLM Performance with Confidence","og_description":"Test API-driven processes end-to-end for efficiency and accuracy. Automate, streamline, and ensure smooth system integrations","og_url":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/","og_site_name":"qAPI","article_publisher":"https:\/\/www.facebook.com\/profile.php?id=61571758838201","article_modified_time":"2026-07-29T08:46:35+00:00","og_image":[{"width":840,"height":415,"url":"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@testwithqapi","twitter_misc":{"Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/","url":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/","name":"Evaluate LLM Performance with Confidence","isPartOf":{"@id":"https:\/\/qyrus.com\/qapi\/#website"},"primaryImageOfPage":{"@id":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#primaryimage"},"image":{"@id":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#primaryimage"},"thumbnailUrl":"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1-300x148.png","datePublished":"2026-07-17T16:58:12+00:00","dateModified":"2026-07-29T08:46:35+00:00","description":"Test API-driven processes end-to-end for efficiency and accuracy. Automate, streamline, and ensure smooth system integrations","breadcrumb":{"@id":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/qyrus.com\/qapi\/llm-evaluator\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#primaryimage","url":"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1.png","contentUrl":"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/01\/SC-4_Performance-1.png","width":840,"height":415},{"@type":"BreadcrumbList","@id":"https:\/\/qyrus.com\/qapi\/llm-evaluator\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/qyrus.com\/qapi\/"},{"@type":"ListItem","position":2,"name":"LLM Evaluator"}]},{"@type":"WebSite","@id":"https:\/\/qyrus.com\/qapi\/#website","url":"https:\/\/qyrus.com\/qapi\/","name":"qAPI","description":"","publisher":{"@id":"https:\/\/qyrus.com\/qapi\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/qyrus.com\/qapi\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/qyrus.com\/qapi\/#organization","name":"qAPI","url":"https:\/\/qyrus.com\/qapi\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/qyrus.com\/qapi\/#\/schema\/logo\/image\/","url":"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/qAPI-Youtube-DP-98-x-98.png","contentUrl":"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/qAPI-Youtube-DP-98-x-98.png","width":409,"height":409,"caption":"qAPI"},"image":{"@id":"https:\/\/qyrus.com\/qapi\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/profile.php?id=61571758838201","https:\/\/x.com\/testwithqapi","https:\/\/www.linkedin.com\/company\/testwithqapi\/?viewAsMember=true","https:\/\/www.instagram.com\/testwithqapi\/","https:\/\/www.youtube.com\/@testwithqapi"]}]}},"_links":{"self":[{"href":"https:\/\/qyrus.com\/qapi\/wp-json\/wp\/v2\/pages\/6570","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/qyrus.com\/qapi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/qyrus.com\/qapi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/qyrus.com\/qapi\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/qyrus.com\/qapi\/wp-json\/wp\/v2\/comments?post=6570"}],"version-history":[{"count":10,"href":"https:\/\/qyrus.com\/qapi\/wp-json\/wp\/v2\/pages\/6570\/revisions"}],"predecessor-version":[{"id":6654,"href":"https:\/\/qyrus.com\/qapi\/wp-json\/wp\/v2\/pages\/6570\/revisions\/6654"}],"wp:attachment":[{"href":"https:\/\/qyrus.com\/qapi\/wp-json\/wp\/v2\/media?parent=6570"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}