ui refresh

.github/workflows/claude-chrome.yml

@@ -206,7 +206,7 @@ jobs:
 
             Data pipeline: Neon PostgreSQL → API routes (`/api/v1/*`) → React Query hooks (`src/hooks/api/`) → Context providers → D3 charts.
             - DB layer: `packages/db/` (schema, migrations, ETL, queries)
-            - API routes: `packages/app/src/app/api/v1/` (benchmarks, availability, workflow-info, reliability, evaluations, github-stars, invalidate)
+            - API routes: `packages/app/src/app/api/v1/` (benchmarks, availability, workflow-info, reliability, evaluations, invalidate)
             - React Query hooks: `packages/app/src/hooks/api/` (use-benchmarks, use-availability, use-workflow-info, etc.)
             - UI state lives in per-section Context providers (InferenceChartContext, EvaluationChartContext, ReliabilityChartContext), rendering in D3 components.
 
@@ -229,7 +229,6 @@ jobs:
                 ├── workflow-info/route.ts          # Workflow runs, changelogs, configs
                 ├── reliability/route.ts           # Reliability data
                 ├── evaluations/route.ts           # Evaluation data
-                ├── github-stars/route.ts          # GitHub star count
                 ├── invalidate/route.ts            # Cache invalidation (admin)
                 └── server-log/route.ts            # Client error logging
 
@@ -240,7 +239,6 @@ jobs:
             ├── use-workflow-info.ts
             ├── use-evaluations.ts
             ├── use-reliability.ts
-            └── use-github-stars.ts
 
             packages/app/src/components/
             ├── page-content.tsx                   # Tab layout: VALID_TABS, desktop TabsTrigger + mobile Select

.github/workflows/claude.yml

@@ -199,7 +199,7 @@ jobs:
 
             Data pipeline: Neon PostgreSQL → API routes (`/api/v1/*`) → React Query hooks (`src/hooks/api/`) → Context providers → D3 charts.
             - DB layer: `packages/db/` (schema, migrations, ETL, queries)
-            - API routes: `packages/app/src/app/api/v1/` (benchmarks, availability, workflow-info, reliability, evaluations, github-stars, invalidate)
+            - API routes: `packages/app/src/app/api/v1/` (benchmarks, availability, workflow-info, reliability, evaluations, invalidate)
             - React Query hooks: `packages/app/src/hooks/api/` (use-benchmarks, use-availability, use-workflow-info, etc.)
             - UI state lives in per-section Context providers (InferenceChartContext, EvaluationChartContext, ReliabilityChartContext), rendering in D3 components.
 
@@ -222,7 +222,6 @@ jobs:
                 ├── workflow-info/route.ts          # Workflow runs, changelogs, configs
                 ├── reliability/route.ts           # Reliability data
                 ├── evaluations/route.ts           # Evaluation data
-                ├── github-stars/route.ts          # GitHub star count
                 ├── invalidate/route.ts            # Cache invalidation (admin)
                 └── server-log/route.ts            # Client error logging
 
@@ -233,7 +232,6 @@ jobs:
             ├── use-workflow-info.ts
             ├── use-evaluations.ts
             ├── use-reliability.ts
-            └── use-github-stars.ts
 
             packages/app/src/components/
             ├── page-content.tsx                   # Tab layout: VALID_TABS, desktop TabsTrigger + mobile Select

.vscode/settings.json

@@ -42,6 +42,7 @@
     "llms",
     "maxage",
     "minimaxm",
+    "modelcontextprotocol",
     "mooncake",
     "moonshotai",
     "mori",
@@ -55,16 +56,20 @@
     "pageleave",
     "postbuild",
     "posthog",
+    "powerx",
     "protobufjs",
     "qwen",
     "renderable",
     "semianalysis",
     "semianalysisai",
     "sglang",
+    "shiki",
+    "shikijs",
     "slurm",
     "smallint",
     "smallserial",
     "timestamptz",
+    "togglable",
     "tput",
     "trtllm",
     "ttft",

AGENTS.md

@@ -63,7 +63,6 @@ API routes (`packages/app/src/app/api/v1/`):
 - `reliability` — raw `ReliabilityRow[]`
 - `evaluations` — raw `EvalRow[]`
 - `server-log` — retrieve benchmark runtime logs
-- `github-stars` — star count for the repo
 - `invalidate` — invalidate API cache (admin)
 
 **API routes return raw DB data** — no presentation logic. Frontend handles all transformations.

README.md

@@ -6,7 +6,7 @@ A [Next.js](https://nextjs.org) dashboard for visualizing ML inference benchmark
 
 ## Overview
 
-LLM inference performance is a major concern of providing AI services, but accurate performance analysis remains elusive. Fast cadence of software development and model releases makes comparing performance between setups difficult. Existing performance benchmarks quickly become obsolete due to being static, and participants game the benchmarks with unrealistic, highly specific configurations. InferenceX (formerly InferenceMAX) tackles these issues by benchmarking popular models on major hardware platforms nightly with the latest software. For each model and hardware combination, InferenceX sweeps through different tensor parallel sizes and max concurrent requests, showing the throughput vs. latency graph for the full picture. In terms of software configurations, we ensure they are generally applicable across different serving scenarios, and we open source the repo to welcome community contributions. We hope InferenceX informs the community up-to-date and realistic LLM inference performance.
+LLM inference performance is a major concern of providing AI services, but accurate performance analysis remains elusive. Fast cadence of software development and model releases makes comparing performance between setups difficult. Existing performance benchmarks quickly become obsolete due to being static, and participants game the benchmarks with unrealistic, highly specific configurations. InferenceX tackles these issues by benchmarking popular models on major hardware platforms nightly with the latest software. For each model and hardware combination, InferenceX sweeps through different tensor parallel sizes and max concurrent requests, showing the throughput vs. latency graph for the full picture. In terms of software configurations, we ensure they are generally applicable across different serving scenarios, and we open source the repo to welcome community contributions. We hope InferenceX informs the community up-to-date and realistic LLM inference performance.
 
 ## Architecture
 

package.json

@@ -11,6 +11,7 @@
     "clean": "pnpm -r --parallel clean",
     "clean:all": "pnpm -r --parallel clean:all && rimraf node_modules \"packages/*/node_modules\"",
     "dev": "pnpm --filter *app --color dev",
+    "mcp": "pnpm --filter *mcp --color mcp",
     "build": "pnpm --filter *app --color build",
     "start": "pnpm --filter *app --color start",
     "preview": "pnpm --filter *app --color preview",

packages/app/cypress/component/chart-legend.cy.tsx

@@ -58,9 +58,11 @@ function ChartLegendWrapper({ items = MOCK_ITEMS }: { items?: CommonLegendItemPr
       isLegendExpanded={expanded}
       onExpandedChange={setExpanded}
       variant="sidebar"
-      showResetFilter={itemsWithHandler.some((i) => !i.isActive)}
-      allSelected={itemsWithHandler.every((i) => i.isActive)}
-      onResetFilter={() => setLegendItems(items)}
+      actions={
+        itemsWithHandler.some((i) => !i.isActive)
+          ? [{ id: 'reset-filter', label: 'Reset filter', onClick: () => setLegendItems(items) }]
+          : []
+      }
     />
   );
 }

packages/app/cypress/component/header.cy.tsx

@@ -28,7 +28,7 @@ describe('Header', () => {
 
   it('shows Dashboard nav link', () => {
     cy.get('[data-testid="nav-link-dashboard"]').should('be.visible');
-    cy.get('[data-testid="nav-link-dashboard"]').should('have.attr', 'href', '/');
+    cy.get('[data-testid="nav-link-dashboard"]').should('have.attr', 'href', '/inference');
   });
 
   it('shows Supporters nav link', () => {

packages/app/cypress/e2e/csv-export.cy.ts

@@ -3,7 +3,7 @@ describe('CSV Export', () => {
     cy.window().then((win) => {
       win.localStorage.setItem('inferencex-star-modal-dismissed', String(Date.now()));
     });
-    cy.visit('/');
+    cy.visit('/inference');
     cy.get('[data-testid="chart-figure"]').should('exist');
   });
 

packages/app/cypress/e2e/custom-user-values.cy.ts

@@ -3,22 +3,22 @@ describe('Custom User Values', () => {
     cy.window().then((win) => {
       win.localStorage.setItem('inferencex-star-modal-dismissed', String(Date.now()));
     });
-    cy.visit('/');
+    cy.visit('/inference');
     cy.get('[data-testid="model-selector"]').should('be.visible');
   });
 
   const selectCustomCostMetric = () => {
-    cy.get('[data-testid="yaxis-metric-selector"]').click();
+    cy.get('[data-testid="yaxis-metric-selector"]').click({ force: true });
     cy.get('[role="option"]')
       .contains('Cost per Million Total Tokens (Custom User Values)')
-      .click();
+      .click({ force: true });
   };
 
   const selectCustomPowerMetric = () => {
-    cy.get('[data-testid="yaxis-metric-selector"]').click();
+    cy.get('[data-testid="yaxis-metric-selector"]').click({ force: true });
     cy.get('[role="option"]')
       .contains('Token Throughput per All in Utility MW (Custom User Values)')
-      .click();
+      .click({ force: true });
   };
 
   describe('Custom GPU Costs', () => {

packages/app/cypress/e2e/drill-down-trend.cy.ts

@@ -8,7 +8,7 @@ describe('Drill-Down Trend Chart Modal', () => {
     cy.window().then((win) => {
       win.localStorage.setItem('inferencex-star-modal-dismissed', String(Date.now()));
     });
-    cy.visit('/');
+    cy.visit('/inference');
     // Wait for scatter graph to render with data points
     cy.get('[data-testid="scatter-graph"]')
       .first()

packages/app/cypress/e2e/gpu-power.cy.ts

@@ -5,7 +5,7 @@ function unlockPowerX() {
 
 describe('PowerX', () => {
   beforeEach(() => {
-    cy.visit('/', {
+    cy.visit('/inference', {
       onBeforeLoad(win) {
         win.localStorage.setItem('inferencex-star-modal-dismissed', String(Date.now()));
       },
@@ -32,17 +32,17 @@ describe('PowerX', () => {
 
   describe('(unlocked)', () => {
     beforeEach(() => {
-      cy.visit('/', {
+      cy.visit('/inference', {
         onBeforeLoad(win) {
           win.localStorage.setItem('inferencex-star-modal-dismissed', String(Date.now()));
-          win.localStorage.setItem('inferencex-powerx-unlocked', '1');
+          win.localStorage.setItem('inferencex-feature-gate', '1');
         },
       });
     });
 
     it('clicking the gpu-metrics tab activates it and shows content', () => {
       cy.get('[data-testid="tab-trigger-gpu-metrics"]').click();
-      cy.get('[data-testid="tab-trigger-gpu-metrics"]').should('have.attr', 'data-state', 'active');
+      cy.url().should('include', '/gpu-metrics');
       cy.get('[data-testid="gpu-metrics-display"]').find('h2').should('contain.text', 'PowerX');
     });