{"id":51145633,"url":"https://github.com/mindrones/livebenchviz","last_synced_at":"2026-06-26T02:30:37.283Z","repository":{"id":362127015,"uuid":"1257434772","full_name":"mindrones/livebenchviz","owner":"mindrones","description":"A dashboard to visualise data from https://livebench.ai","archived":false,"fork":false,"pushed_at":"2026-06-17T09:06:07.000Z","size":4483,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"dev","last_synced_at":"2026-06-17T11:07:14.831Z","etag":null,"topics":["datavisualization","livebench","llms-benchmarking","parallel-coordinates-plot","sveltejs","sveltekit","timeline"],"latest_commit_sha":null,"homepage":"https://mindrones.github.io/livebenchviz/","language":"Svelte","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mindrones.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2026-06-02T17:15:17.000Z","updated_at":"2026-06-17T09:04:51.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/mindrones/livebenchviz","commit_stats":null,"previous_names":["mindrones/livebenchviz"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mindrones/livebenchviz","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindrones%2Flivebenchviz","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindrones%2Flivebenchviz/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindrones%2Flivebenchviz/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindrones%2Flivebenchviz/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mindrones","download_url":"https://codeload.github.com/mindrones/livebenchviz/tar.gz/refs/heads/dev","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindrones%2Flivebenchviz/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34801014,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-26T02:00:06.560Z","response_time":106,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["datavisualization","livebench","llms-benchmarking","parallel-coordinates-plot","sveltejs","sveltekit","timeline"],"created_at":"2026-06-26T02:30:30.700Z","updated_at":"2026-06-26T02:30:37.170Z","avatar_url":"https://github.com/mindrones.png","language":"Svelte","funding_links":[],"categories":[],"sub_categories":[],"readme":"# livebenchviz — LiveBench Dashboard\n\nAn interactive dashboard that visualises [LiveBench](https://livebench.ai)\nscores for 119 LLMs across 8 axes, with OpenRouter and Ollama inference\nlinkage.\n\nLiveBench is a contamination-free, monthly-updated benchmark. It draws its\nquestions from recent (post-training-cutoff) math competitions, news, and\ncoding contests, so scores are genuinely hard to inflate through\nmemorisation. This project uses **LiveBench as its sole benchmark source** —\nno scores are reweighted or modified; the pipeline only aggregates LiveBench's\nown per-task scores into categories and a global average.\n\n---\n\n## Shown benchmarks\n\nEvery model in the dashboard carries **8 score axes** (0–100, higher is\nbetter), all sourced directly from LiveBench's published release table. Each\ncategory is the mean of LiveBench's underlying tasks.\n\n| Axis (export key) | LiveBench category | Underlying tasks | What it probes |\n|---|---|---|---|\n| `lb_avg` | **Global average** | equal-weighted mean of the 7 categories below | Overall general capability |\n| `lb_coding` | **Coding** | code_generation, code_completion | LiveCodeBench-style function synthesis \u0026 completion |\n| `lb_agentic` | **Agentic Coding** | javascript, typescript, python | Real-world, repo-style coding tasks |\n| `lb_math` | **Mathematics** | AMPS_Hard, integrals_with_game, math_comp, olympiad | Competition \u0026 symbolic mathematics |\n| `lb_reasoning` | **Reasoning** | theory_of_mind, zebra_puzzle, spatial, logic_with_navigation | Multi-step logical \u0026 spatial reasoning |\n| `lb_data` | **Data Analysis** | consecutive_events, tablejoin, tablereformat | Tabular reasoning \u0026 transformation |\n| `lb_lang` | **Language** | connections, plot_unscrambling, typos | Language manipulation \u0026 comprehension |\n| `lb_instruct` | **Instruction Following** | paraphrase, simplify, story_generation, summarize | Following precise natural-language instructions |\n\n`lb_avg` is the equal-weighted mean of the seven category scores. All values\nare rounded to one decimal place. The pipeline does not modify, reweight, or\nre-normalise any LiveBench score.\n\n### Inference \u0026 availability linkage\n\nAlongside the scores, the dashboard exposes availability metadata:\n\n- **`openRouterId`** — for the 33 (of 119) models matched to a live OpenRouter\n  model. The \"OpenRouter only\" toggle filters to these client-side.\n- **`inference.json`** — per model, whether it is available on **Ollama Cloud**,\n  pullable for **Ollama local**, and/or served on **OpenRouter**.\n\nNo pricing data is fetched. OpenRouter and Ollama catalogues are used only for\ndisplay names, release dates, ID matching, and inference flags.\n\n---\n\n## Repository layout\n\n| Path | Purpose |\n|---|---|\n| `pipeline/` | Scripts that fetch, normalise, and export LiveBench data → `benchmark_lb.json` + `inference.json` |\n| `website/` | SvelteKit dashboard that renders the exported JSON |\n\n### Building the data\n\n```bash\ncd pipeline\npnpm install\npnpm run all # fetch → process → export → copy to website/static\n```\n\nSee [`pipeline/README.md`](./pipeline/README.md) for data\nsources and status, and\n[`pipeline/PIPELINE.md`](./pipeline/PIPELINE.md) for the\nfull step-by-step walkthrough.\n\n### Running the dashboard\n\n```bash\npnpm install\npnpm run dev\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmindrones%2Flivebenchviz","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmindrones%2Flivebenchviz","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmindrones%2Flivebenchviz/lists"}