{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Release: microsoft/superbenchmark v0.9.0","description":"Microsoft release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/83d4bdcd-a705-410c-b342-ab7a3b494c17","json_url":"https://onlylabs.fyi/signals/83d4bdcd-a705-410c-b342-ab7a3b494c17/signal.json","generated_at":"2026-06-26T23:23:38.354Z","evidence_latest_fetched_at":"2026-06-13T07:01:58.984776+00:00","signal_first_seen_at":"2026-06-13T07:00:27.571701+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/83d4bdcd-a705-410c-b342-ab7a3b494c17","signal_json":"https://onlylabs.fyi/signals/83d4bdcd-a705-410c-b342-ab7a3b494c17/signal.json","source":"https://github.com/microsoft/superbenchmark/releases/tag/v0.9.0","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","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":"Microsoft published microsoft/superbenchmark v0.9.0 (microsoft/superbenchmark). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version update of benchmarking tool. · Release SuperBench v0.9.0 Repository: microsoft/superbenchmark Tag: v0.9.0 Published: 2023-07-26T07:13:29Z Prerelease: no Release notes: SuperBench 0.9.0 Release Notes.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Evals and quality in the data-business radar.","signal_desk":"releases","source_context":{"source_url":"https://github.com/microsoft/superbenchmark/releases/tag/v0.9.0","source_host":"github.com","occurred_at":"2023-07-26T07:13:29+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source","context":"microsoft/superbenchmark"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/superbenchmark","source":"source"},{"label":"Release","value":"Release SuperBench v0.9.0","source":"source"},{"label":"Notability","value":"Routine version update of benchmarking tool.","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched term","value":"benchmark","source":"radar"},{"label":"Watch term","value":"Eval 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quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/83d4bdcd-a705-410c-b342-ab7a3b494c17/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","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 model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which data-business lane explains this signal: Evals and quality?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment 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v0.9.0\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/superbenchmark v0.9.0","text":"Microsoft released microsoft/superbenchmark v0.9.0."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"is classified as","object":"release signal","text":"microsoft/superbenchmark v0.9.0 is classified as release signal."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"belongs to","object":"releases desk","text":"microsoft/superbenchmark v0.9.0 belongs to releases desk."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has context","object":"microsoft/superbenchmark","text":"microsoft/superbenchmark v0.9.0 has context microsoft/superbenchmark."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/superbenchmark v0.9.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"matches data-business lanes","object":"Evals and quality","text":"microsoft/superbenchmark v0.9.0 matches data-business lanes Evals and quality."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has captured page count","object":"1","text":"microsoft/superbenchmark v0.9.0 has captured page count 1."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has readable page count","object":"1","text":"microsoft/superbenchmark v0.9.0 has readable page count 1."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has related signal count","object":"6","text":"microsoft/superbenchmark v0.9.0 has related signal count 6."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"microsoft/superbenchmark v0.9.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has source host","object":"github.com","text":"microsoft/superbenchmark v0.9.0 has source host github.com."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has lab","object":"Microsoft","text":"microsoft/superbenchmark v0.9.0 has lab Microsoft."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has signal desk","object":"releases","text":"microsoft/superbenchmark v0.9.0 has signal desk releases."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has source host","object":"github.com","text":"microsoft/superbenchmark v0.9.0 has source host github.com."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has repository","object":"microsoft/superbenchmark","text":"microsoft/superbenchmark v0.9.0 has repository microsoft/superbenchmark."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has release","object":"Release SuperBench v0.9.0","text":"microsoft/superbenchmark v0.9.0 has release Release SuperBench v0.9.0."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has notability","object":"Routine version update of benchmarking tool.","text":"microsoft/superbenchmark v0.9.0 has notability Routine version update of benchmarking tool.."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has radar lane","object":"Evals and quality","text":"microsoft/superbenchmark v0.9.0 has radar lane Evals and quality."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has matched term","object":"benchmark","text":"microsoft/superbenchmark v0.9.0 has matched term benchmark."}]},"intelligence":{"signal_desk":"releases","answer":"Microsoft published microsoft/superbenchmark v0.9.0 (microsoft/superbenchmark). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine version update of benchmarking tool. · Release SuperBench v0.9.0 Repository: microsoft/superbenchmark Tag: v0.9.0 Published: 2023-07-26T07:13:29Z Prerelease: no Release notes: SuperBench 0.9.0 Release Notes.... onlylabs links this event to 1 captured evidence page and 6 related release signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"released","object":"microsoft/superbenchmark v0.9.0","text":"Microsoft released microsoft/superbenchmark v0.9.0."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"is classified as","object":"release signal","text":"microsoft/superbenchmark v0.9.0 is classified as release signal."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"belongs to","object":"releases desk","text":"microsoft/superbenchmark v0.9.0 belongs to releases desk."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has context","object":"microsoft/superbenchmark","text":"microsoft/superbenchmark v0.9.0 has context microsoft/superbenchmark."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/superbenchmark v0.9.0 has evidence coverage 1 captured evidence page."},{"subject":"microsoft/superbenchmark v0.9.0","predicate":"matches data-business lanes","object":"Evals and quality","text":"microsoft/superbenchmark v0.9.0 matches data-business lanes Evals and quality."}]},"signal":{"id":"83d4bdcd-a705-410c-b342-ab7a3b494c17","url":"https://onlylabs.fyi/signals/83d4bdcd-a705-410c-b342-ab7a3b494c17","json_url":"https://onlylabs.fyi/signals/83d4bdcd-a705-410c-b342-ab7a3b494c17/signal.json","source_url":"https://github.com/microsoft/superbenchmark/releases/tag/v0.9.0","title":"microsoft/superbenchmark v0.9.0","summary":"Microsoft published release notes. onlylabs watches releases for what actually shipped.","context":"microsoft/superbenchmark","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2023-07-26T07:13:29+00:00","first_seen_at":"2026-06-13T07:00:27.571701+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/microsoft/superbenchmark/releases/tag/v0.9.0"]},"facets":{"repo":"microsoft/superbenchmark"},"traction":{"github_stars":null,"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":13,"matched_terms":["benchmark"],"reason":"Microsoft has a release signal matching evals and quality."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/superbenchmark/releases/tag/v0.9.0","final_url":"https://github.com/microsoft/superbenchmark/releases/tag/v0.9.0","title":"microsoft/superbenchmark v0.9.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-13T07:01:58.984776+00:00","bytes":3365,"raw_path":"47426f57229c058b268167bca93837e7d05ca32143e7cdea6c37af6e6ac17c24.json","content_hash":"ad85814908e4934ea20d3c23837a2a7397c12c0a9aaef9da69aff55a71ae4662","excerpt_chars":1200,"truncated":true,"excerpt":"Release SuperBench v0.9.0 Repository: microsoft/superbenchmark Tag: v0.9.0 Published: 2023-07-26T07:13:29Z Prerelease: no Release notes: SuperBench 0.9.0 Release Notes SuperBench Improvements - Support Ctrl+C and interrupt to stop all SuperBench testing. - Support Windows Docker for VDI/Gaming GPU. - Support DirectX platform for Nvidia and AMD GPU. - Add System Config Info feature in SB runner to support distributed collection. - Support DirectX test pipeline. Micro-benchmark Improvements - Add DirectXGPUCopyBw Benchmark to measure HtoD/DtoH bandwidth by DirectX. - Add DirectXGPUCoreFLops Benchmark to measure peak FLOPS by DirectX. - Add DirectXGPUMemBw Benchmark to measure GPU memory bandwidth by DirectX. - Add DirectXVCNEncodingLatency Benchmark to measure the VCN hardware encoding latency on AMD graphic GPUs. - Support best algorithm selection in cudnn-function microbenchmark. - Revise step time collection in distributed inference benchmark. Model Benchmark Improvements - Fix early stop logic due to num_steps in model benchmarks. - Support TensorRT models on Nvidia H100. Documentation Improvements - Improve documentation for System Config Info. - Update outdate references."},"evidence_pages":[],"related_signals":[{"id":"6ec2a927-3845-4050-9237-3a5163e090ea","url":"https://onlylabs.fyi/signals/6ec2a927-3845-4050-9237-3a5163e090ea","source_url":"https://github.com/microsoft/vscode-java-test/releases/tag/0.46.0","title":"microsoft/vscode-java-test 0.46.0","context":"microsoft/vscode-java-test","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T05:45:34+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"4d12bc3c-ce5e-4930-a775-fba5de2844e4","url":"https://onlylabs.fyi/signals/4d12bc3c-ce5e-4930-a775-fba5de2844e4","source_url":"https://github.com/microsoft/vscode-maven/releases/tag/v0.45.3","title":"microsoft/vscode-maven v0.45.3","context":"microsoft/vscode-maven","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:42+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","url":"https://onlylabs.fyi/signals/0e909e5d-fe1c-4256-83b4-ae992eb4ad4b","source_url":"https://github.com/microsoft/java-debug/releases/tag/0.53.2","title":"microsoft/java-debug 0.53.2","context":"microsoft/java-debug","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:41+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"83fceda9-676d-4948-85f3-e9b17c7bc866","url":"https://onlylabs.fyi/signals/83fceda9-676d-4948-85f3-e9b17c7bc866","source_url":"https://github.com/microsoft/build-server-for-gradle/releases/tag/0.4.0","title":"microsoft/build-server-for-gradle 0.4.0","context":"microsoft/build-server-for-gradle","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T02:49:39+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"879e2030-2dad-405d-91ca-abb1ded41f21","url":"https://onlylabs.fyi/signals/879e2030-2dad-405d-91ca-abb1ded41f21","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-test-harness_v0.4.0","title":"microsoft/fast @microsoft/fast-test-harness_v0.4.0","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:47+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"},{"id":"37c6780f-e533-4cdb-a19b-298f0724db22","url":"https://onlylabs.fyi/signals/37c6780f-e533-4cdb-a19b-298f0724db22","source_url":"https://github.com/microsoft/fast/releases/tag/%40microsoft/fast-router_v1.0.0-alpha.31","title":"microsoft/fast @microsoft/fast-router_v1.0.0-alpha.31","context":"microsoft/fast","kind":{"key":"release","label":"Release"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T17:26:44+00:00","first_seen_at":"2026-06-26T07:00:34.382543+00:00","date_source":"source"}]}