{"schema_version":"onlylabs.public_signal.v1","title":"Hyperbolic Repo: HyperbolicLabs/inference-benchmarks","description":"Hyperbolic repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/45d0b326-a36c-4472-be55-6fac5741058b","json_url":"https://onlylabs.fyi/signals/45d0b326-a36c-4472-be55-6fac5741058b/signal.json","generated_at":"2026-06-11T02:53:22.545174+00:00","org":{"slug":"hyperbolic","name":"Hyperbolic","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/hyperbolic","dossier_json_url":"https://onlylabs.fyi/labs/hyperbolic/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/45d0b326-a36c-4472-be55-6fac5741058b","signal_json":"https://onlylabs.fyi/signals/45d0b326-a36c-4472-be55-6fac5741058b/signal.json","source":"https://github.com/HyperbolicLabs/inference-benchmarks","lab_dossier":"https://onlylabs.fyi/labs/hyperbolic","lab_dossier_json":"https://onlylabs.fyi/labs/hyperbolic/dossier.json","analysis":"https://onlylabs.fyi/analysis/hyperbolic","analysis_json":"https://onlylabs.fyi/analysis/hyperbolic/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/hyperbolic/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Hyperbolic published HyperbolicLabs/inference-benchmarks (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo HyperbolicLabs/inference-benchmarks · language Python · New benchmark repo, routine no major traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/HyperbolicLabs/inference-benchmarks","source_host":"github.com","occurred_at":"2026-01-20T20:58:25+00:00","first_seen_at":"2026-06-05T22:32:10.996212+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Hyperbolic","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"HyperbolicLabs/inference-benchmarks","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Notability","value":"New benchmark repo, routine no major traction.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/HyperbolicLabs/inference-benchmarks"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:53:22.545174+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/45d0b326-a36c-4472-be55-6fac5741058b/signal.json","dossier_json":"https://onlylabs.fyi/labs/hyperbolic/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/hyperbolic/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/hyperbolic/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"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?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/45d0b326-a36c-4472-be55-6fac5741058b/signal.json","required":true},{"label":"source","url":"https://github.com/HyperbolicLabs/inference-benchmarks","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/hyperbolic/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/hyperbolic/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific 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 Hyperbolic's repo signal \"HyperbolicLabs/inference-benchmarks\" for neocloud strategy."},"semantic_triples":[{"subject":"Hyperbolic","predicate":"published repo","object":"HyperbolicLabs/inference-benchmarks","text":"Hyperbolic published repo HyperbolicLabs/inference-benchmarks."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"is classified as","object":"repo signal","text":"HyperbolicLabs/inference-benchmarks is classified as repo signal."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"belongs to","object":"repos desk","text":"HyperbolicLabs/inference-benchmarks belongs to repos desk."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has context","object":"Python","text":"HyperbolicLabs/inference-benchmarks has context Python."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has evidence coverage","object":"1 captured evidence page","text":"HyperbolicLabs/inference-benchmarks has evidence coverage 1 captured evidence page."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has captured page count","object":"1","text":"HyperbolicLabs/inference-benchmarks has captured page count 1."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has readable page count","object":"1","text":"HyperbolicLabs/inference-benchmarks has readable page count 1."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has related signal count","object":"6","text":"HyperbolicLabs/inference-benchmarks has related signal count 6."},{"subject":"HyperbolicLabs/inference-benchmarks","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":"HyperbolicLabs/inference-benchmarks 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":"HyperbolicLabs/inference-benchmarks","predicate":"has source host","object":"github.com","text":"HyperbolicLabs/inference-benchmarks has source host github.com."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has lab","object":"Hyperbolic","text":"HyperbolicLabs/inference-benchmarks has lab Hyperbolic."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has signal desk","object":"repos","text":"HyperbolicLabs/inference-benchmarks has signal desk repos."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has source host","object":"github.com","text":"HyperbolicLabs/inference-benchmarks has source host github.com."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has repository","object":"HyperbolicLabs/inference-benchmarks","text":"HyperbolicLabs/inference-benchmarks has repository HyperbolicLabs/inference-benchmarks."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has language","object":"Python","text":"HyperbolicLabs/inference-benchmarks has language Python."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has notability","object":"New benchmark repo, routine no major traction.","text":"HyperbolicLabs/inference-benchmarks has notability New benchmark repo, routine no major traction.."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has watch term","object":"Eval methodology","text":"HyperbolicLabs/inference-benchmarks has watch term Eval methodology."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has watch term","object":"Infrastructure","text":"HyperbolicLabs/inference-benchmarks has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Hyperbolic published HyperbolicLabs/inference-benchmarks (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo HyperbolicLabs/inference-benchmarks · language Python · New benchmark repo, routine no major traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Hyperbolic","predicate":"published repo","object":"HyperbolicLabs/inference-benchmarks","text":"Hyperbolic published repo HyperbolicLabs/inference-benchmarks."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"is classified as","object":"repo signal","text":"HyperbolicLabs/inference-benchmarks is classified as repo signal."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"belongs to","object":"repos desk","text":"HyperbolicLabs/inference-benchmarks belongs to repos desk."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has context","object":"Python","text":"HyperbolicLabs/inference-benchmarks has context Python."},{"subject":"HyperbolicLabs/inference-benchmarks","predicate":"has evidence coverage","object":"1 captured evidence page","text":"HyperbolicLabs/inference-benchmarks has evidence coverage 1 captured evidence page."}]},"signal":{"id":"45d0b326-a36c-4472-be55-6fac5741058b","url":"https://onlylabs.fyi/signals/45d0b326-a36c-4472-be55-6fac5741058b","json_url":"https://onlylabs.fyi/signals/45d0b326-a36c-4472-be55-6fac5741058b/signal.json","source_url":"https://github.com/HyperbolicLabs/inference-benchmarks","title":"HyperbolicLabs/inference-benchmarks","summary":"Hyperbolic 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":"hyperbolic","name":"Hyperbolic","category":"neocloud"},"occurred_at":"2026-01-20T20:58:25+00:00","first_seen_at":"2026-06-05T22:32:10.996212+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/HyperbolicLabs/inference-benchmarks"]},"facets":{"repo":"HyperbolicLabs/inference-benchmarks","language":"Python"},"traction":{"github_stars":0,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/HyperbolicLabs/inference-benchmarks","final_url":"https://github.com/HyperbolicLabs/inference-benchmarks","title":"HyperbolicLabs/inference-benchmarks repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:22.545174+00:00","bytes":11036,"raw_path":"e0922528d2f613ec1a83a24a48b447d1622f37c87848eb1bd82df6b15d9add54.json","content_hash":"8998343791ab06aca833d6dc445144cc017e20ffec312f0578c71e63f170d8fd","excerpt_chars":1200,"truncated":true,"excerpt":"HyperbolicLabs/inference-benchmarks Language: Python Stars: 0 Forks: 0 Open issues: 0 Created: 2026-01-20T20:58:25Z Pushed: 2026-02-11T06:48:42Z Default branch: main Fork: no Archived: no README: Inference Benchmarks Benchmark tools for testing and evaluating inference endpoints. Overview This repository contains benchmark tools for testing inference endpoints: - **AIPerf**: Performance benchmarking (latency, throughput) - **OSWorld**: End-to-end agent evaluation Both benchmarks automatically export metrics to Datadog. Structure ``` inference-benchmarks/ ├── common/ # Shared components │ ├── datadog_utils.py # Common Datadog export logic │ └── Makefile.common # Common Makefile functions │ ├── aiperf/ # AIPerf performance benchmarking │ ├── benchmark.py │ ├── Dockerfile │ ├── Makefile │ ├── cronjob.yaml │ ├── job.yaml │ ├── pvc.yaml │ └── README.md │ ├── osworld/ # OSWorld evaluation │ ├── run_evaluation.py │ ├── Dockerfile │ ├── Makefile │ ├── osworld-job.yaml │ ├── pvc.yaml │ └── README.md │ ├── Makefile # Root Makefile (builds all) └── README.md ``` Common Components `common/datadog_utils.py` Shared Datadog export utilities used by all benchmarks: - Retry logic with exponential..."},"evidence_pages":[{"url":"https://github.com/HyperbolicLabs/inference-benchmarks","final_url":"https://github.com/HyperbolicLabs/inference-benchmarks","title":"HyperbolicLabs/inference-benchmarks repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:22.545174+00:00","bytes":11036,"raw_path":"e0922528d2f613ec1a83a24a48b447d1622f37c87848eb1bd82df6b15d9add54.json","content_hash":"8998343791ab06aca833d6dc445144cc017e20ffec312f0578c71e63f170d8fd","excerpt_chars":1200,"truncated":true,"excerpt":"HyperbolicLabs/inference-benchmarks Language: Python Stars: 0 Forks: 0 Open issues: 0 Created: 2026-01-20T20:58:25Z Pushed: 2026-02-11T06:48:42Z Default branch: main Fork: no Archived: no README: Inference Benchmarks Benchmark tools for testing and evaluating inference endpoints. Overview This repository contains benchmark tools for testing inference endpoints: - **AIPerf**: Performance benchmarking (latency, throughput) - **OSWorld**: End-to-end agent evaluation Both benchmarks automatically export metrics to Datadog. Structure ``` inference-benchmarks/ ├── common/ # Shared components │ ├── datadog_utils.py # Common Datadog export logic │ └── Makefile.common # Common Makefile functions │ ├── aiperf/ # AIPerf performance benchmarking │ ├── benchmark.py │ ├── Dockerfile │ ├── Makefile │ ├── cronjob.yaml │ ├── job.yaml │ ├── pvc.yaml │ └── README.md │ ├── osworld/ # OSWorld evaluation │ ├── run_evaluation.py │ ├── Dockerfile │ ├── Makefile │ ├── osworld-job.yaml │ ├── pvc.yaml │ └── README.md │ ├── Makefile # Root Makefile (builds all) └── README.md ``` Common Components `common/datadog_utils.py` Shared Datadog export utilities used by all benchmarks: - Retry logic with exponential..."}],"related_signals":[{"id":"dee955d0-9ffc-4b95-be2f-1ccec533f6f3","url":"https://onlylabs.fyi/signals/dee955d0-9ffc-4b95-be2f-1ccec533f6f3","source_url":"https://github.com/HyperbolicLabs/hyperbolic-x402","title":"HyperbolicLabs/hyperbolic-x402","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"hyperbolic","name":"Hyperbolic","category":"neocloud"},"occurred_at":"2025-07-23T22:47:07+00:00","first_seen_at":"2026-06-05T22:32:10.996212+00:00","date_source":"source"},{"id":"d6fcd3ce-6a2f-406d-92a2-14118f8c17e0","url":"https://onlylabs.fyi/signals/d6fcd3ce-6a2f-406d-92a2-14118f8c17e0","source_url":"https://github.com/HyperbolicLabs/homebrew-hyperbolic","title":"HyperbolicLabs/homebrew-hyperbolic","context":"Ruby","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"hyperbolic","name":"Hyperbolic","category":"neocloud"},"occurred_at":"2025-07-09T16:51:11+00:00","first_seen_at":"2026-06-05T22:32:10.996212+00:00","date_source":"source"},{"id":"80e3ed1c-3136-471a-be69-58cf10dd8c33","url":"https://onlylabs.fyi/signals/80e3ed1c-3136-471a-be69-58cf10dd8c33","source_url":"https://github.com/HyperbolicLabs/hyperbolic-cli","title":"HyperbolicLabs/hyperbolic-cli","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"hyperbolic","name":"Hyperbolic","category":"neocloud"},"occurred_at":"2025-05-14T03:17:38+00:00","first_seen_at":"2026-06-05T22:32:10.996212+00:00","date_source":"source"},{"id":"f5f6f5f1-a753-4d7d-b096-284854d283aa","url":"https://onlylabs.fyi/signals/f5f6f5f1-a753-4d7d-b096-284854d283aa","source_url":"https://github.com/HyperbolicLabs/feature-requests","title":"HyperbolicLabs/feature-requests","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"hyperbolic","name":"Hyperbolic","category":"neocloud"},"occurred_at":"2025-03-17T22:09:25+00:00","first_seen_at":"2026-06-05T22:32:10.996212+00:00","date_source":"source"},{"id":"bb97c4c5-b205-48aa-bb7c-12784fe04a27","url":"https://onlylabs.fyi/signals/bb97c4c5-b205-48aa-bb7c-12784fe04a27","source_url":"https://github.com/HyperbolicLabs/hyperbolic-mcp","title":"HyperbolicLabs/hyperbolic-mcp","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"hyperbolic","name":"Hyperbolic","category":"neocloud"},"occurred_at":"2025-03-12T01:48:03+00:00","first_seen_at":"2026-06-05T22:32:10.996212+00:00","date_source":"source"},{"id":"4a9a0b57-de6a-465b-bf3d-288a6cf5e235","url":"https://onlylabs.fyi/signals/4a9a0b57-de6a-465b-bf3d-288a6cf5e235","source_url":"https://github.com/HyperbolicLabs/hyperbolic-ts","title":"HyperbolicLabs/hyperbolic-ts","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"hyperbolic","name":"Hyperbolic","category":"neocloud"},"occurred_at":"2025-03-11T21:57:04+00:00","first_seen_at":"2026-06-05T22:32:10.996212+00:00","date_source":"source"}]}