Key performance indicators for EMEP including documentation coverage, traceability, reproducibility, regression rate, throughput, latency, and deployment success metrics.
EMEP measures progress through seven key performance indicators. Each KPI has a clear definition, target value, measurement cadence, and data source. These metrics drive phase gate decisions and continuous improvement.
Calculated as: (specified components / total components) * 100. A component is specified when it has a merged page in the documentation site with complete frontmatter, opening prose, and at least one diagram. Target is 100% by end of Phase 0.
Calculated as: (specs with linked tests / total specs) * 100. A link requires a bidirectional reference: the spec page cites a test ID, and the test references the spec path. Target is 95% by end of Phase 2, 100% by end of Phase 5.
An experiment is reproducible when another operator can re-run it from stored artifacts and obtain the same candidate status (PASS, FAIL, REGRESSION, INVALID, INCOMPLETE) within a tolerance band. The score is: (reproducible experiments / total experiments) * 100. Target is 100% for all experiments tracked in ExperimentTracker.
Calculated per generation: (REGRESSION candidates / total evaluated candidates) * 100. Regression means a candidate scores lower than its parent on any Validation Set benchmark. Target is below 5% after Phase 5 stabilization.
Candidates fully evaluated (all benchmarks, all splits) per GPU-hour. Measured on A100-equivalent hardware. Target is above 2.0 by end of Phase 5. This KPI is an Engineering assumption.
Wall-clock time from benchmark job submission to result availability, averaged over a 24-hour window. Target is below 30 minutes per benchmark by end of Phase 4.
Percentage of DeploymentManager executions that complete without triggering rollback. Calculated as: (successful deployments / total deployments) * 100. Target is above 99% by end of Phase 7.
KPI targets are baselines for phase gates, not guarantees. If a target is missed, the phase gate requires a documented mitigation plan before proceeding.
{"docsConfig":{"theme":"aspen","$schema":"https://mintlify.com/docs.json","name":"EMEP","colors":{"primary":"#7C3AED","light":"#A78BFA","dark":"#5B21B6"},"appearance":{"strict":false},"background":{"decoration":"gradient","color":{"light":"#fafdfd","dark":"#0f1214"}},"seo":{"indexing":"all"},"contextual":{"options":["copy","view","chatgpt","claude"],"display":"header"},"interaction":{"drilldown":true},"styling":{"latex":false},"navigation":{"pages":[]}},"deployment":{"deploymentMetadataValue":{"subdomain":"ping-47788c6e","hasAudioNarration":false,"actualSubdomain":"ping-47788c6e","customDomains":["doc.blueapi.ir"],"gitSource":{"type":"github","owner":"sarmadaf24","repo":"evolutionarymodellplatform","deployBranch":"main","contentDirectory":"","isPrivate":true,"mountPath":"","label":""},"chroma":{"latestBuiltDeploymentHistoryId":"6a9d914c7dbaaddea3035369","collectionId":"c7cc67f8-369f-45fc-a29a-15a691f103b0","liveDeploymentHistoryId":"6a9d914c7dbaaddea3035369","schemaVersion":"v3"},"entitlements":{"AI_CHAT":{"status":"DISABLED"}},"buildId":"6a9d914c7dbaaddea3035369","clientVersion":"0.0.4043","searchFilterCounts":[{"language":"default","tag":"Interfaces \u0026 Governance","count":32},{"language":"default","tag":"Deployment \u0026 Ops","count":24},{"language":"default","tag":"Evolution \u0026 Evaluation","count":24},{"language":"default","tag":"Model Pipeline","count":20},{"language":"default","tag":"Platform","count":14},{"language":"default","tag":"Architecture","count":11},{"language":"default","tag":"Phases","count":10},{"language":"default","tag":"Testing","count":9},{"language":"default","tag":"Tracking \u0026 Reproducibility","count":9},{"language":"default","tag":"Evolution Engine","count":8}],"searchSettings":{"maxResults":7}},"assistantConfig":{"enableAskAiButton":false,"enableStarterQuestions":false,"enableContextualStarterQuestions":false,"enableAskAiSearchBar":true},"basePath":"","hasChatPermissions":false,"hasWebMcpPermissions":false,"toggles":[{"name":"kill-isr","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-mintlify-slack","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-integrations-settings","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-pr-grouping","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"custom-prefix","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"analytics-v7","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"user-flows-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"no-publish-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-onboarding","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"llms-txt-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving-live","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"stripTemperatureMiddleware","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"support-platform-pylon-zendesk","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"instant-rollback","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications-server","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-fable","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fixed-ai-action-pricing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automation-resolve-merge-conflict","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"scoped-publishing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"mintql","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"page-level-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-version-history-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-page-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"full-page-search","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workspace-projects","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"assistant-v5","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"byok-sep-25","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fork-pr-previews","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"revalidation-jwt","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"vite-origin","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-updated-9-15","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-sso-scim","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"hobby-abuse-scan","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"dashboard-inbox","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-signup","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"turbopuffer-dual-write","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-enabled","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"approve-review-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false}],"googleFontsInlined":false},"customCss":[],"page":{"pagePath":"project/kpi-specification","slug":"/project/kpi-specification","pageMetadata":{"title":"EMEP KPI Specification: Metrics and Targets","sidebarTitle":"KPI Specification","description":"Key performance indicators for EMEP including documentation coverage, traceability, reproducibility, regression rate, throughput, latency, and deployment success metrics.","href":"/project/kpi-specification"},"description":{"compiledSource":"\"use strict\";\nconst {jsx: _jsx} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n const _components = {\n p: \"p\",\n ..._provideComponents(),\n ...props.components\n };\n return _jsx(_components.p, {\n children: \"Key performance indicators for EMEP including documentation coverage, traceability, reproducibility, regression rate, throughput, latency, and deployment success metrics.\"\n });\n}\nfunction MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);\n}\nreturn {\n default: MDXContent\n};\n","frontmatter":{},"scope":{}},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function _createMdxContent(props){const _components={a:`a`,p:`p`,tbody:`tbody`,td:`td`,th:`th`,thead:`thead`,tr:`tr`,..._provideComponents(),...props.components},{Heading,Table,Warning}=_components;if(!Heading)_missingMdxReference(`Heading`,true);if(!Table)_missingMdxReference(`Table`,true);if(!Warning)_missingMdxReference(`Warning`,true);return _jsxs(_Fragment,{children:[_jsx(_components.p,{children:`EMEP measures progress through seven key performance indicators. Each KPI has a clear definition, target value, measurement cadence, and data source. These metrics drive phase gate decisions and continuous improvement.`}),`\n`,_jsx(Heading,{level:`2`,id:`kpi-registry`,children:`KPI Registry`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`KPI`}),_jsx(_components.th,{children:`Definition`}),_jsx(_components.th,{children:`Target`}),_jsx(_components.th,{children:`Measurement Cadence`}),_jsx(_components.th,{children:`Source`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Documentation Coverage`}),_jsx(_components.td,{children:`Percentage of components with complete specifications`}),_jsx(_components.td,{\"data-numeric\":`true`,children:`100%`}),_jsx(_components.td,{children:`Weekly`}),_jsx(_components.td,{children:`Spec index vs. component list`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Spec-to-Test Traceability`}),_jsx(_components.td,{children:`Percentage of specifications with linked test cases`}),_jsx(_components.td,{\"data-numeric\":`true`,children:`95%`}),_jsx(_components.td,{children:`Weekly`}),_jsx(_components.td,{children:_jsx(_components.a,{href:`/audit/traceability-matrix`,children:`Traceability matrix`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Reproducibility Score`}),_jsx(_components.td,{children:`Percentage of experiments reproducible from artifacts`}),_jsx(_components.td,{\"data-numeric\":`true`,children:`100%`}),_jsx(_components.td,{children:`Per experiment`}),_jsx(_components.td,{children:_jsx(_components.a,{href:`/tracking/experiment-tracking`,children:`ExperimentTracker`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Regression Rate`}),_jsx(_components.td,{children:`Percentage of candidates showing regression on Validation Set`}),_jsx(_components.td,{children:`Below 5%`}),_jsx(_components.td,{children:`Per generation`}),_jsx(_components.td,{children:_jsx(_components.a,{href:`/evaluation/framework`,children:`EvaluationEngine`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Mean Candidate Throughput`}),_jsx(_components.td,{children:`Candidates evaluated per GPU-hour`}),_jsx(_components.td,{children:`Above 2.0`}),_jsx(_components.td,{children:`Daily`}),_jsx(_components.td,{children:_jsx(_components.a,{href:`/evolution/evolution-engine`,children:`EvolutionEngine`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Mean Evaluation Latency`}),_jsx(_components.td,{children:`Wall-clock time per benchmark run`}),_jsx(_components.td,{children:`Below 30 min`}),_jsx(_components.td,{children:`Daily`}),_jsx(_components.td,{children:_jsx(_components.a,{href:`/evaluation/benchmark-specification`,children:`BenchmarkEngine`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Deploy Success Rate`}),_jsx(_components.td,{children:`Percentage of deployments completing without rollback`}),_jsx(_components.td,{children:`Above 99%`}),_jsx(_components.td,{children:`Per deployment`}),_jsx(_components.td,{children:_jsx(_components.a,{href:`/deployment/deployment-specification`,children:`DeploymentManager`})})]})]})]}),`\n`,_jsx(Heading,{level:`2`,id:`measurement-details`,children:`Measurement Details`}),`\n`,_jsx(Heading,{level:`3`,id:`documentation-coverage`,children:`Documentation Coverage`}),`\n`,_jsxs(_components.p,{children:[`Calculated as: (specified components / total components) * 100. A component is specified when it has a merged page in the documentation site with complete frontmatter, opening prose, and at least one diagram. Target is 100% by end of `,_jsx(_components.a,{href:`/project/phases/phase-0`,children:`Phase 0`}),`.`]}),`\n`,_jsx(Heading,{level:`3`,id:`spec-to-test-traceability`,children:`Spec-to-Test Traceability`}),`\n`,_jsxs(_components.p,{children:[`Calculated as: (specs with linked tests / total specs) * 100. A link requires a bidirectional reference: the spec page cites a test ID, and the test references the spec path. Target is 95% by end of `,_jsx(_components.a,{href:`/project/phases/phase-2`,children:`Phase 2`}),`, 100% by end of `,_jsx(_components.a,{href:`/project/phases/phase-5`,children:`Phase 5`}),`.`]}),`\n`,_jsx(Heading,{level:`3`,id:`reproducibility-score`,children:`Reproducibility Score`}),`\n`,_jsxs(_components.p,{children:[`An experiment is reproducible when another operator can re-run it from stored artifacts and obtain the same candidate status (PASS, FAIL, REGRESSION, INVALID, INCOMPLETE) within a tolerance band. The score is: (reproducible experiments / total experiments) * 100. Target is 100% for all experiments tracked in `,_jsx(_components.a,{href:`/tracking/experiment-tracking`,children:`ExperimentTracker`}),`.`]}),`\n`,_jsx(Heading,{level:`3`,id:`regression-rate`,children:`Regression Rate`}),`\n`,_jsxs(_components.p,{children:[`Calculated per generation: (REGRESSION candidates / total evaluated candidates) * 100. Regression means a candidate scores lower than its parent on any `,_jsx(_components.a,{href:`/evaluation/benchmark-specification`,children:`Validation Set`}),` benchmark. Target is below 5% after `,_jsx(_components.a,{href:`/project/phases/phase-5`,children:`Phase 5`}),` stabilization.`]}),`\n`,_jsx(Heading,{level:`3`,id:`mean-candidate-throughput`,children:`Mean Candidate Throughput`}),`\n`,_jsxs(_components.p,{children:[`Candidates fully evaluated (all benchmarks, all splits) per GPU-hour. Measured on A100-equivalent hardware. Target is above 2.0 by end of `,_jsx(_components.a,{href:`/project/phases/phase-5`,children:`Phase 5`}),`. This KPI is an `,_jsx(_components.a,{href:`#evidence-tags`,children:`Engineering assumption`}),`.`]}),`\n`,_jsx(Heading,{level:`3`,id:`mean-evaluation-latency`,children:`Mean Evaluation Latency`}),`\n`,_jsxs(_components.p,{children:[`Wall-clock time from benchmark job submission to result availability, averaged over a 24-hour window. Target is below 30 minutes per benchmark by end of `,_jsx(_components.a,{href:`/project/phases/phase-4`,children:`Phase 4`}),`.`]}),`\n`,_jsx(Heading,{level:`3`,id:`deploy-success-rate`,children:`Deploy Success Rate`}),`\n`,_jsxs(_components.p,{children:[`Percentage of `,_jsx(_components.a,{href:`/deployment/deployment-specification`,children:`DeploymentManager`}),` executions that complete without triggering `,_jsx(_components.a,{href:`/enterprise/model-rollback`,children:`rollback`}),`. Calculated as: (successful deployments / total deployments) * 100. Target is above 99% by end of `,_jsx(_components.a,{href:`/project/phases/phase-7`,children:`Phase 7`}),`.`]}),`\n`,_jsx(Heading,{level:`2`,id:`evidence-tags`,children:`Evidence Tags`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Tag`}),_jsx(_components.th,{children:`Application`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Engineering assumption`}),_jsx(_components.td,{children:`Candidate throughput target assumes A100-class GPUs and fp16 inference`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Future goal`}),_jsx(_components.td,{children:`100% reproducibility requires deterministic GPU operations, which may need CUDA flags`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Research hypothesis`}),_jsxs(_components.td,{children:[`Regression rate below 5% assumes effective `,_jsx(_components.a,{href:`/evolution/multi-objective-optimization`,children:`multi-objective optimization`})]})]})]})]}),`\n`,_jsx(Warning,{children:_jsx(_components.p,{children:`KPI targets are baselines for phase gates, not guarantees. If a target is missed, the phase gate requires a documented mitigation plan before proceeding.`})})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"EMEP KPI Specification: Metrics and Targets","sidebarTitle":"KPI Specification","description":"Key performance indicators for EMEP including documentation coverage, traceability, reproducibility, regression rate, throughput, latency, and deployment success metrics.","href":"/project/kpi-specification"}}},"mdxSourceWithNoJs":null},"mdxExtracts":{"tableOfContents":[{"title":"KPI Registry","slug":"kpi-registry","depth":2,"children":[]},{"title":"Measurement Details","slug":"measurement-details","depth":2,"children":[{"title":"Documentation Coverage","slug":"documentation-coverage","depth":3,"children":[]},{"title":"Spec-to-Test Traceability","slug":"spec-to-test-traceability","depth":3,"children":[]},{"title":"Reproducibility Score","slug":"reproducibility-score","depth":3,"children":[]},{"title":"Regression Rate","slug":"regression-rate","depth":3,"children":[]},{"title":"Mean Candidate Throughput","slug":"mean-candidate-throughput","depth":3,"children":[]},{"title":"Mean Evaluation Latency","slug":"mean-evaluation-latency","depth":3,"children":[]},{"title":"Deploy Success Rate","slug":"deploy-success-rate","depth":3,"children":[]}]},{"title":"Evidence Tags","slug":"evidence-tags","depth":2,"children":[]}],"codeExamples":{}},"jsLinks":[],"subdomain":"ping-47788c6e","siteName":"EMEP","title":"EMEP KPI Specification: Metrics and Targets - EMEP","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{}},"lastModified":"2026-09-06T12:16:42.427Z","originalFileLocation":"project/kpi-specification.mdx"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"system\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"description\" content=\"Key performance indicators for EMEP including documentation coverage, traceability, reproducibility, regression rate, throughput, latency, and deployment success metrics.\">\u003cmeta data-mint-head name=\"application-name\" content=\"EMEP\">\u003cmeta data-mint-head name=\"generator\" content=\"Mintlify\">\u003clink data-mint-head rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://mintlify.s3.us-west-1.amazonaws.com/ping-47788c6e/_generated/favicon/apple-touch-icon.png?v=3\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://mintlify.s3.us-west-1.amazonaws.com/ping-47788c6e/_generated/favicon/favicon-32x32.png?v=3\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"https://mintlify.s3.us-west-1.amazonaws.com/ping-47788c6e/_generated/favicon/favicon-16x16.png?v=3\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"https://mintlify.s3.us-west-1.amazonaws.com/ping-47788c6e/_generated/favicon/favicon.ico?v=3\">\u003cmeta data-mint-head property=\"og:title\" content=\"EMEP KPI Specification: Metrics and Targets - EMEP\">\u003cmeta data-mint-head property=\"og:description\" content=\"Key performance indicators for EMEP including documentation coverage, traceability, reproducibility, regression rate, throughput, latency, and deployment success metrics.\">\u003cmeta data-mint-head property=\"og:site_name\" content=\"EMEP\">\u003cmeta data-mint-head property=\"og:url\" content=\"https://doc.blueapi.ir/project/kpi-specification\">\u003cmeta data-mint-head property=\"og:type\" content=\"website\">\u003cmeta data-mint-head property=\"og:image\" content=\"https://ping-47788c6e.mintlify.app/_mintlify/api/og/v2?division=Roadmap\u0026amp;title=EMEP+KPI+Specification%3A+Metrics+and+Targets\u0026amp;description=Key+performance+indicators+for+EMEP+including+documentation+coverage%2C+traceability%2C+reproducibility%2C+regression+rate%2C+throughput%2C+latency%2C+and+deployment+succes\u0026amp;theme=074c708ff2f145909468e7e3\u0026amp;signature=0001335ed9494f07c7b7fe87ce298782bd560676a162a97704aeb9eace519d5f\">\u003cmeta data-mint-head property=\"og:image:width\" content=\"1200\">\u003cmeta data-mint-head property=\"og:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"twitter:card\" content=\"summary_large_image\">\u003cmeta data-mint-head name=\"twitter:title\" content=\"EMEP KPI Specification: Metrics and Targets - EMEP\">\u003cmeta data-mint-head name=\"twitter:description\" content=\"Key performance indicators for EMEP including documentation coverage, traceability, reproducibility, regression rate, throughput, latency, and deployment success metrics.\">\u003cmeta data-mint-head name=\"twitter:image\" content=\"https://ping-47788c6e.mintlify.app/_mintlify/api/og/v2?division=Roadmap\u0026amp;title=EMEP+KPI+Specification%3A+Metrics+and+Targets\u0026amp;description=Key+performance+indicators+for+EMEP+including+documentation+coverage%2C+traceability%2C+reproducibility%2C+regression+rate%2C+throughput%2C+latency%2C+and+deployment+succes\u0026amp;theme=074c708ff2f145909468e7e3\u0026amp;signature=0001335ed9494f07c7b7fe87ce298782bd560676a162a97704aeb9eace519d5f\">\u003cmeta data-mint-head name=\"twitter:image:width\" content=\"1200\">\u003cmeta data-mint-head name=\"twitter:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"msapplication-config\" content=\"https://mintlify.s3.us-west-1.amazonaws.com/ping-47788c6e/_generated/favicon/browserconfig.xml?v=3\">\u003cmeta data-mint-head name=\"apple-mobile-web-app-title\" content=\"EMEP\">\u003cmeta data-mint-head name=\"msapplication-TileColor\" content=\"#7C3AED\">\u003clink data-mint-head rel=\"canonical\" href=\"https://doc.blueapi.ir/project/kpi-specification\">\u003clink data-mint-head rel=\"alternate\" type=\"application/xml\" href=\"/sitemap.xml\">\u003clink data-mint-head rel=\"alternate\" type=\"text/markdown\" href=\"/project/kpi-specification.md\">\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https://doc.blueapi.ir/#organization\",\"name\":\"EMEP\",\"url\":\"https://doc.blueapi.ir\"},{\"@type\":\"WebSite\",\"@id\":\"https://doc.blueapi.ir#website\",\"name\":\"EMEP\",\"url\":\"https://doc.blueapi.ir\",\"publisher\":{\"@id\":\"https://doc.blueapi.ir/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https://doc.blueapi.ir/project/kpi-specification#webpage\",\"url\":\"https://doc.blueapi.ir/project/kpi-specification\",\"name\":\"EMEP KPI Specification: Metrics and Targets\",\"description\":\"Key performance indicators for EMEP including documentation coverage, traceability, reproducibility, regression rate, throughput, latency, and deployment success metrics.\",\"dateModified\":\"2026-09-06T12:16:42.427Z\",\"isPartOf\":{\"@id\":\"https://doc.blueapi.ir#website\"},\"breadcrumb\":{\"@id\":\"https://doc.blueapi.ir/project/kpi-specification#breadcrumb\"}},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://doc.blueapi.ir/project/kpi-specification#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Roadmap\",\"item\":\"https://doc.blueapi.ir/project/roadmap\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"EMEP KPI Specification: Metrics and Targets\",\"item\":\"https://doc.blueapi.ir/project/kpi-specification\"}]},{\"@type\":[\"Article\",\"TechArticle\"],\"@id\":\"https://doc.blueapi.ir/project/kpi-specification#article\",\"headline\":\"EMEP KPI Specification: Metrics and Targets\",\"name\":\"EMEP KPI Specification: Metrics and Targets\",\"description\":\"Key performance indicators for EMEP including documentation coverage, traceability, reproducibility, regression rate, throughput, latency, and deployment success metrics.\",\"url\":\"https://doc.blueapi.ir/project/kpi-specification\",\"mainEntityOfPage\":{\"@id\":\"https://doc.blueapi.ir/project/kpi-specification#webpage\"},\"dateModified\":\"2026-09-06T12:16:42.427Z\",\"publisher\":{\"@id\":\"https://doc.blueapi.ir/#organization\"},\"isPartOf\":{\"@id\":\"https://doc.blueapi.ir#website\"}}]}\u003c/script>\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@type\":\"WebSite\",\"name\":\"EMEP\",\"creator\":{\"@type\":\"Organization\",\"name\":\"Mintlify\",\"url\":\"https://mintlify.com\"}}\u003c/script>","siteName":"EMEP","nav":{"global":null,"tabs":[{"tab":"Platform","pages":[{"title":"Platform","href":""}]},{"tab":"Architecture","pages":[{"title":"Architecture","href":"/architecture/system-architecture"}]},{"tab":"Model Pipeline","pages":[{"title":"Model Pipeline","href":"/compatibility/model-compatibility"}]},{"tab":"Evolution \u0026 Evaluation","pages":[{"title":"Evolution \u0026 Evaluation","href":"/evolution/evolution-engine"}]},{"tab":"Deployment \u0026 Ops","pages":[{"title":"Deployment \u0026 Ops","href":"/deployment/quantization"}]},{"tab":"Interfaces \u0026 Governance","groups":[{"group":"API \u0026 CLI","pages":[{"title":"EMEP REST API Specification","sidebarTitle":"API Specification","href":"/interfaces/api-specification"},{"title":"EMEP CLI Specification","sidebarTitle":"CLI Specification","href":"/interfaces/cli-specification"},{"title":"EMEP Configuration Specification","sidebarTitle":"Configuration","href":"/interfaces/configuration-specification"}]},{"group":"Testing","pages":[{"title":"EMEP Testing Strategy and Pyramid","sidebarTitle":"Testing Strategy","href":"/testing/testing-strategy"},{"title":"EMEP Unit Test Plan Per Component","sidebarTitle":"Unit Test Plan","href":"/testing/unit-test-plan"},{"title":"EMEP Integration Test Plan and Scenarios","sidebarTitle":"Integration Test Plan","href":"/testing/integration-test-plan"},{"title":"EMEP Model Merge Tests and Golden Outputs","sidebarTitle":"Model Merge Tests","href":"/testing/model-merge-tests"},{"title":"EMEP Numerical Testing and Tolerance Thresholds","sidebarTitle":"Numerical Testing","href":"/testing/numerical-testing"},{"title":"EMEP Evaluation Testing and Benchmark Harness","sidebarTitle":"Evaluation Testing","href":"/testing/evaluation-testing"},{"title":"EMEP Performance Testing and Metrics","sidebarTitle":"Performance Testing","href":"/testing/performance-testing"},{"title":"EMEP Security Testing and Verification","sidebarTitle":"Security Testing","href":"/testing/security-testing"},{"title":"EMEP Failure Injection and Recovery Testing","sidebarTitle":"Failure Injection","href":"/testing/failure-injection"}]},{"group":"Failure \u0026 Risk","pages":[{"title":"EMEP Failure Modes Catalog and Response","sidebarTitle":"Failure Modes","href":"/risk/failure-modes"},{"title":"EMEP Risk Management Process","sidebarTitle":"Risk Management","href":"/risk/risk-management"},{"title":"EMEP Risk Register","sidebarTitle":"Risk Register","href":"/risk/risk-register"}]},{"group":"Roadmap","pages":[{"title":"EMEP Roadmap: Phases 0 Through 9","sidebarTitle":"Roadmap","href":"/project/roadmap"},{"title":"EMEP Project Management: Governance and Cadence","sidebarTitle":"Project Management","href":"/project/project-management"},{"title":"EMEP Master Task Index: All Epics and Deliverables","sidebarTitle":"Tasks","description":"Master task index for EMEP spanning all phases. Every task is tagged with an epic, phase, priority, owner, and current status.","href":"/project/tasks"},{"title":"EMEP KPI Specification: Metrics and Targets","sidebarTitle":"KPI Specification","href":"/project/kpi-specification"}]},{"group":"Phases","pages":[{"title":"Phase 0: Research, Architecture, and Documentation Foundation","sidebarTitle":"Phase 0","description":"Establish the foundational research, system architecture, and documentation for EMEP. This phase delivers core conceptual assets, architectural decisions, and a comprehensive glossary before any implementation begins.","href":"/project/phases/phase-0"},{"title":"Phase 1: Model Registry and Compatibility Infrastructure","sidebarTitle":"Phase 1","href":"/project/phases/phase-1"},{"title":"Phase 2: Basic Merge Engine with Linear, SLERP, and Task Arithmetic","sidebarTitle":"Phase 2","href":"/project/phases/phase-2"},{"title":"Phase 3: Advanced Merge Strategies with TIES, DARE, and Franken-Merge","sidebarTitle":"Phase 3","href":"/project/phases/phase-3"},{"title":"Phase 4: Evaluation Engine, Benchmarking, and Fitness Assessment","sidebarTitle":"Phase 4","href":"/project/phases/phase-4"},{"title":"Phase 5: Evolution Engine for Automated Model Optimization","sidebarTitle":"Phase 5","href":"/project/phases/phase-5"},{"title":"Phase 6: Quantization and Inference Optimization for EMEP","sidebarTitle":"Phase 6","href":"/project/phases/phase-6"},{"title":"Phase 7: Offline Deployment and Secure Model Packaging","sidebarTitle":"Phase 7","href":"/project/phases/phase-7"},{"title":"Phase 8: Enterprise Pilot with Monitoring and Operations","sidebarTitle":"Phase 8","href":"/project/phases/phase-8"},{"title":"Phase 9: Optional RAG Integration for Enhanced Retrieval","sidebarTitle":"Phase 9","href":"/project/phases/phase-9"}]},{"group":"Consistency \u0026 Audit","pages":[{"title":"Consistency Audit Report: EMEP Documentation","sidebarTitle":"Consistency Report","href":"/audit/consistency-report"},{"title":"Traceability Matrix for EMEP Requirements and Implementation","sidebarTitle":"Traceability Matrix","href":"/audit/traceability-matrix"},{"title":"Open Questions Register for EMEP Development","sidebarTitle":"Open Questions","href":"/audit/open-questions"}]}]}]},"basePath":"","title":"EMEP KPI Specification: Metrics and Targets - EMEP","buildId":"dpl_G9nrg4qeJSZtah1Ziwbc2n6WkLch","deploymentId":"dpl_G9nrg4qeJSZtah1Ziwbc2n6WkLch","dynamics":[],"chunks":[]}