{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Repo: QwenLM/CodeElo","description":"Qwen (Alibaba Cloud) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f3c68b26-82a0-45d2-ac22-910acc038020","json_url":"https://onlylabs.fyi/signals/f3c68b26-82a0-45d2-ac22-910acc038020/signal.json","generated_at":"2026-06-11T03:59:04.139775+00:00","org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/qwen","dossier_json_url":"https://onlylabs.fyi/labs/qwen/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f3c68b26-82a0-45d2-ac22-910acc038020","signal_json":"https://onlylabs.fyi/signals/f3c68b26-82a0-45d2-ac22-910acc038020/signal.json","source":"https://github.com/QwenLM/CodeElo","lab_dossier":"https://onlylabs.fyi/labs/qwen","lab_dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis":"https://onlylabs.fyi/analysis/qwen","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Qwen (Alibaba Cloud) published QwenLM/CodeElo (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/CodeElo · language Python · New repo from Qwen, moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/QwenLM/CodeElo","source_host":"github.com","occurred_at":"2025-02-03T19:52:01+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"QwenLM/CodeElo","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"75","source":"traction"},{"label":"Notability","value":"New repo from Qwen, moderate stars","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched term","value":"benchmark","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/QwenLM/CodeElo"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:59:04.139775+00:00"},"data_business":{"matches":true,"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}],"matched_terms":["benchmark"],"score":14,"reason":"Qwen (Alibaba Cloud) has a repo signal matching evals and quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f3c68b26-82a0-45d2-ac22-910acc038020/signal.json","dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Evals and quality?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/f3c68b26-82a0-45d2-ac22-910acc038020/signal.json","required":true},{"label":"source","url":"https://github.com/QwenLM/CodeElo","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/qwen/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/qwen/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Qwen (Alibaba Cloud)'s repo signal \"QwenLM/CodeElo\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/CodeElo","text":"Qwen (Alibaba Cloud) published repo QwenLM/CodeElo."},{"subject":"QwenLM/CodeElo","predicate":"is classified as","object":"repo signal","text":"QwenLM/CodeElo is classified as repo signal."},{"subject":"QwenLM/CodeElo","predicate":"belongs to","object":"repos desk","text":"QwenLM/CodeElo belongs to repos desk."},{"subject":"QwenLM/CodeElo","predicate":"has context","object":"Python","text":"QwenLM/CodeElo has context Python."},{"subject":"QwenLM/CodeElo","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/CodeElo has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/CodeElo","predicate":"matches data-business lanes","object":"Evals and quality","text":"QwenLM/CodeElo matches data-business lanes Evals and quality."},{"subject":"QwenLM/CodeElo","predicate":"has captured page count","object":"1","text":"QwenLM/CodeElo has captured page count 1."},{"subject":"QwenLM/CodeElo","predicate":"has readable page count","object":"1","text":"QwenLM/CodeElo has readable page count 1."},{"subject":"QwenLM/CodeElo","predicate":"has related signal count","object":"6","text":"QwenLM/CodeElo has related signal count 6."},{"subject":"QwenLM/CodeElo","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"QwenLM/CodeElo has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"QwenLM/CodeElo","predicate":"has source host","object":"github.com","text":"QwenLM/CodeElo has source host github.com."},{"subject":"QwenLM/CodeElo","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"QwenLM/CodeElo has lab Qwen (Alibaba Cloud)."},{"subject":"QwenLM/CodeElo","predicate":"has signal desk","object":"repos","text":"QwenLM/CodeElo has signal desk repos."},{"subject":"QwenLM/CodeElo","predicate":"has source host","object":"github.com","text":"QwenLM/CodeElo has source host github.com."},{"subject":"QwenLM/CodeElo","predicate":"has repository","object":"QwenLM/CodeElo","text":"QwenLM/CodeElo has repository QwenLM/CodeElo."},{"subject":"QwenLM/CodeElo","predicate":"has language","object":"Python","text":"QwenLM/CodeElo has language Python."},{"subject":"QwenLM/CodeElo","predicate":"has stars","object":"75","text":"QwenLM/CodeElo has stars 75."},{"subject":"QwenLM/CodeElo","predicate":"has notability","object":"New repo from Qwen, moderate stars","text":"QwenLM/CodeElo has notability New repo from Qwen, moderate stars."},{"subject":"QwenLM/CodeElo","predicate":"has radar lane","object":"Evals and quality","text":"QwenLM/CodeElo has radar lane Evals and quality."}]},"intelligence":{"signal_desk":"repos","answer":"Qwen (Alibaba Cloud) published QwenLM/CodeElo (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/CodeElo · language Python · New repo from Qwen, moderate stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/CodeElo","text":"Qwen (Alibaba Cloud) published repo QwenLM/CodeElo."},{"subject":"QwenLM/CodeElo","predicate":"is classified as","object":"repo signal","text":"QwenLM/CodeElo is classified as repo signal."},{"subject":"QwenLM/CodeElo","predicate":"belongs to","object":"repos desk","text":"QwenLM/CodeElo belongs to repos desk."},{"subject":"QwenLM/CodeElo","predicate":"has context","object":"Python","text":"QwenLM/CodeElo has context Python."},{"subject":"QwenLM/CodeElo","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/CodeElo has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/CodeElo","predicate":"matches data-business lanes","object":"Evals and quality","text":"QwenLM/CodeElo matches data-business lanes Evals and quality."}]},"signal":{"id":"f3c68b26-82a0-45d2-ac22-910acc038020","url":"https://onlylabs.fyi/signals/f3c68b26-82a0-45d2-ac22-910acc038020","json_url":"https://onlylabs.fyi/signals/f3c68b26-82a0-45d2-ac22-910acc038020/signal.json","source_url":"https://github.com/QwenLM/CodeElo","title":"QwenLM/CodeElo","summary":"Qwen (Alibaba Cloud) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2025-02-03T19:52:01+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/QwenLM/CodeElo"]},"facets":{"repo":"QwenLM/CodeElo","language":"Python"},"traction":{"github_stars":75,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":14,"matched_terms":["benchmark"],"reason":"Qwen (Alibaba Cloud) has a repo signal matching evals and quality."}},"primary_evidence_page":{"url":"https://github.com/QwenLM/CodeElo","final_url":"https://github.com/QwenLM/CodeElo","title":"QwenLM/CodeElo repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:04.139775+00:00","bytes":10081,"raw_path":"916168c22ddbdcb5357bdc6b346c4af6a2b9607709a47e95e8dac8e9925e52d5.json","content_hash":"9f5ac02eaef51226a7e3ffd1c9a237417643e5b84c944820ef73ae34b12a088c","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/CodeElo Description: CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Language: Python Stars: 75 Forks: 9 Open issues: 7 Created: 2025-02-03T19:52:01Z Pushed: 2025-02-03T20:27:19Z Default branch: main Fork: no Archived: no README: CodeElo <div align=\"center\" style=\"line-height: 1;\"> <a href=\"https://arxiv.org/abs/2501.01257\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"\" src=\"https://img.shields.io/badge/Paper-gray?logo=arxiv\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://huggingface.co/datasets/Qwen/CodeElo\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"\" src=\"https://img.shields.io/badge/🤗%20%20Dataset-gray\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://codeelo-bench.github.io/\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"\" src=\"https://img.shields.io/badge/🏆%20%20Leaderboard-gray\" style=\"display: inline-block; vertical-align: middle;\"/> </a> </div> This repository is used to evaluate a model's competition-level code generation abilities on [CodeForces](https://codeforces.com/) with human-comparable Elo ratings and percentiles among humans, using..."},"evidence_pages":[{"url":"https://github.com/QwenLM/CodeElo","final_url":"https://github.com/QwenLM/CodeElo","title":"QwenLM/CodeElo repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:04.139775+00:00","bytes":10081,"raw_path":"916168c22ddbdcb5357bdc6b346c4af6a2b9607709a47e95e8dac8e9925e52d5.json","content_hash":"9f5ac02eaef51226a7e3ffd1c9a237417643e5b84c944820ef73ae34b12a088c","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/CodeElo Description: CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Language: Python Stars: 75 Forks: 9 Open issues: 7 Created: 2025-02-03T19:52:01Z Pushed: 2025-02-03T20:27:19Z Default branch: main Fork: no Archived: no README: CodeElo <div align=\"center\" style=\"line-height: 1;\"> <a href=\"https://arxiv.org/abs/2501.01257\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"\" src=\"https://img.shields.io/badge/Paper-gray?logo=arxiv\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://huggingface.co/datasets/Qwen/CodeElo\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"\" src=\"https://img.shields.io/badge/🤗%20%20Dataset-gray\" style=\"display: inline-block; vertical-align: middle;\"/> </a> <a href=\"https://codeelo-bench.github.io/\" target=\"_blank\" style=\"margin: 2px;\"> <img alt=\"\" src=\"https://img.shields.io/badge/🏆%20%20Leaderboard-gray\" style=\"display: inline-block; vertical-align: middle;\"/> </a> </div> This repository is used to evaluate a model's competition-level code generation abilities on [CodeForces](https://codeforces.com/) with human-comparable Elo ratings and percentiles among humans, using..."}],"related_signals":[{"id":"cf5152e4-92e2-4b30-8b9c-39fcaa9decd0","url":"https://onlylabs.fyi/signals/cf5152e4-92e2-4b30-8b9c-39fcaa9decd0","source_url":"https://github.com/QwenLM/open-computer-use","title":"QwenLM/open-computer-use","context":"Swift","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-06-01T08:10:48+00:00","first_seen_at":"2026-06-09T07:00:19.904658+00:00","date_source":"source"},{"id":"ed913285-e7b2-4360-9597-781340861ca6","url":"https://onlylabs.fyi/signals/ed913285-e7b2-4360-9597-781340861ca6","source_url":"https://github.com/QwenLM/Qwen-VLA","title":"QwenLM/Qwen-VLA","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-05-28T03:46:53+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"34eb5dfd-321d-4e8f-b0da-49498c12414c","url":"https://onlylabs.fyi/signals/34eb5dfd-321d-4e8f-b0da-49498c12414c","source_url":"https://github.com/QwenLM/Qwen-Image-Bench","title":"QwenLM/Qwen-Image-Bench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-05-21T03:41:40+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"95d8ede7-9114-4665-8daa-a0da982f875a","url":"https://onlylabs.fyi/signals/95d8ede7-9114-4665-8daa-a0da982f875a","source_url":"https://github.com/QwenLM/FlashQLA","title":"QwenLM/FlashQLA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-04-24T09:18:05+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"e8c7f065-45a3-4af3-99ae-0c71de12ade9","url":"https://onlylabs.fyi/signals/e8c7f065-45a3-4af3-99ae-0c71de12ade9","source_url":"https://github.com/QwenLM/WebWorld","title":"QwenLM/WebWorld","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-02-13T14:02:59+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"},{"id":"d44d7358-ccf7-4e31-b8a3-253b62d26b31","url":"https://onlylabs.fyi/signals/d44d7358-ccf7-4e31-b8a3-253b62d26b31","source_url":"https://github.com/QwenLM/RationaleRM","title":"QwenLM/RationaleRM","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab"},"occurred_at":"2026-02-02T14:15:02+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source"}]}