{"id":48719751,"url":"https://github.com/berkayildi/llmshot","last_synced_at":"2026-05-04T12:03:54.368Z","repository":{"id":350715515,"uuid":"1207962081","full_name":"berkayildi/llmshot","owner":"berkayildi","description":"Real-time LLM benchmark dashboard","archived":false,"fork":false,"pushed_at":"2026-04-26T21:18:42.000Z","size":2318,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-04-26T22:23:58.742Z","etag":null,"topics":["anthropic","benchmark","google","llmops","openai","real-time"],"latest_commit_sha":null,"homepage":"https://llmshot.vercel.app","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/berkayildi.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-04-11T16:27:53.000Z","updated_at":"2026-04-26T21:18:45.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/berkayildi/llmshot","commit_stats":null,"previous_names":["berkayildi/llmshot"],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/berkayildi/llmshot","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berkayildi%2Fllmshot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berkayildi%2Fllmshot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berkayildi%2Fllmshot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berkayildi%2Fllmshot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/berkayildi","download_url":"https://codeload.github.com/berkayildi/llmshot/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berkayildi%2Fllmshot/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32606413,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-04T10:08:07.713Z","status":"ssl_error","status_checked_at":"2026-05-04T10:08:02.005Z","response_time":58,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["anthropic","benchmark","google","llmops","openai","real-time"],"created_at":"2026-04-11T19:09:40.449Z","updated_at":"2026-05-04T12:03:54.362Z","avatar_url":"https://github.com/berkayildi.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# LLMShot\n\n[![Version](https://img.shields.io/github/v/release/berkayildi/llmshot)](https://github.com/berkayildi/llmshot/releases)\n[![License](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n\n**LLM performance · quality · cost analysis**\n\nMulti-domain benchmark dashboard comparing LLM models across providers.\n\nLive: [llmshot.vercel.app](https://llmshot.vercel.app)\n\n## Role in ecosystem\n\nLLMShot is the visualization layer. It fetches benchmark JSON from [llm-benchmarks](https://github.com/berkayildi/llm-benchmarks) (served via GitHub Pages) and renders three domain dashboards. It doesn't run benchmarks itself — those live in the producer repos ([mcp-llm-eval](https://github.com/berkayildi/mcp-llm-eval), [mcp-content-pipeline](https://github.com/berkayildi/mcp-content-pipeline)).\n\nRead-only by design. Auto-redeploys on every push to `llm-benchmarks/main` via Vercel.\n\n![LLMShot preview](.github/assets/llmshot-preview.png)\n\n## Domains\n\n- **Real-Time Inference** (`/realtime`) — latency-critical streaming tasks across ADR, sprint planning, discovery.\n- **Text Generation** (`/text-generation`) — structured text output quality, split into sub-benchmarks (Eval Gates, Content Pipeline).\n- **Retrieval \u0026 RAG** (`/retrieval`) — BM25 baseline vs embedding-based retrieval over AWS documentation. Quality, citation faithfulness, and retrieval latency across 5 generation models and 4 retrievers.\n\n## Data\n\nBenchmark data lives in [llm-benchmarks](https://github.com/berkayildi/llm-benchmarks)\nand is served via GitHub Pages at `https://berkayildi.github.io/llm-benchmarks/`.\nSee that repo for schema.\n\n## Quick Start\n\n```bash\nmake setup\nmake dev\n```\n\nOpens at [http://localhost:3000](http://localhost:3000).\n\n## Development\n\n```bash\nmake setup      # Install dependencies\nmake dev        # Run dev server at localhost:3000\nmake build      # Build production bundle\nmake preview    # Preview production build locally\nmake lint       # Run eslint\nmake clean      # Remove node_modules and dist\n```\n\n## Deployment\n\nDeploy to [Vercel](https://vercel.com) via GitHub integration:\n\n1. Import the repo at [vercel.com/new](https://vercel.com/new)\n2. Vercel auto-detects config from `vercel.json` — no settings to change\n3. Click **Deploy**\n\nEvery push to `main` triggers a production deployment. PRs get preview URLs.\n\n## Tech Stack\n\n- [React](https://react.dev) — UI framework\n- [Vite](https://vite.dev) — build tool and dev server\n- [Tailwind CSS](https://tailwindcss.com) — utility-first styling\n- [Recharts](https://recharts.org) — charting library\n\n## License\n\nMIT\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberkayildi%2Fllmshot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fberkayildi%2Fllmshot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberkayildi%2Fllmshot/lists"}