{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Writing: Per Replica Metrics","description":"Baseten writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/2150ec02-b81d-43ba-87b8-d5ce8fc4aed2","json_url":"https://onlylabs.fyi/signals/2150ec02-b81d-43ba-87b8-d5ce8fc4aed2/signal.json","generated_at":"2026-10-29T13:50:48.004Z","evidence_latest_fetched_at":"2026-10-28T20:02:37.617964+00:00","signal_first_seen_at":"2026-10-28T20:00:54.503932+00:00","org":{"slug":"baseten","name":"Baseten","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/baseten","dossier_json_url":"https://onlylabs.fyi/labs/baseten/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2150ec02-b81d-43ba-87b8-d5ce8fc4aed2","signal_json":"https://onlylabs.fyi/signals/2150ec02-b81d-43ba-87b8-d5ce8fc4aed2/signal.json","source":"https://www.baseten.co/resources/changelog/per-replica-metrics/","lab_dossier":"https://onlylabs.fyi/labs/baseten","lab_dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis":"https://onlylabs.fyi/analysis/baseten","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/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":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Baseten published Per Replica Metrics. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive technical blog post by Baseten on per-replica metrics. · Per-replica metrics Live webinar Oct 28: How to evaluate open models for your coding agents . 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for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/2150ec02-b81d-43ba-87b8-d5ce8fc4aed2/signal.json","required":true},{"label":"source","url":"https://www.baseten.co/resources/changelog/per-replica-metrics/","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baseten/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baseten/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","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 Baseten's writing signal \"Per Replica Metrics\" for neocloud strategy."},"semantic_triples":[{"subject":"Baseten","predicate":"published","object":"Per Replica Metrics","text":"Baseten published Per Replica Metrics."},{"subject":"Per Replica Metrics","predicate":"is classified as","object":"writing signal","text":"Per Replica Metrics is classified as writing signal."},{"subject":"Per Replica Metrics","predicate":"belongs to","object":"talking desk","text":"Per Replica Metrics belongs to talking desk."},{"subject":"Per Replica Metrics","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Per Replica Metrics has evidence coverage 1 captured evidence page."},{"subject":"Per Replica Metrics","predicate":"has captured page count","object":"1","text":"Per Replica Metrics has captured page count 1."},{"subject":"Per Replica Metrics","predicate":"has readable page count","object":"1","text":"Per Replica Metrics has readable page count 1."},{"subject":"Per Replica Metrics","predicate":"has related signal count","object":"6","text":"Per Replica Metrics has related signal count 6."},{"subject":"Per Replica Metrics","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Per Replica Metrics has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Per Replica Metrics","predicate":"has source host","object":"baseten.co","text":"Per Replica Metrics has source host baseten.co."},{"subject":"Per Replica Metrics","predicate":"has lab","object":"Baseten","text":"Per Replica Metrics has lab Baseten."},{"subject":"Per Replica Metrics","predicate":"has signal desk","object":"talking","text":"Per Replica Metrics has signal desk talking."},{"subject":"Per Replica Metrics","predicate":"has source host","object":"baseten.co","text":"Per Replica Metrics has source host baseten.co."},{"subject":"Per Replica Metrics","predicate":"has notability","object":"Substantive technical blog post by Baseten on per-replica metrics.","text":"Per Replica Metrics has notability Substantive technical blog post by Baseten on per-replica metrics.."},{"subject":"Per Replica Metrics","predicate":"has watch term","object":"Infrastructure","text":"Per Replica Metrics has watch term Infrastructure."},{"subject":"Per Replica Metrics","predicate":"has watch term","object":"Agents and tool use","text":"Per Replica Metrics has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Baseten published Per Replica Metrics. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive technical blog post by Baseten on per-replica metrics. · Per-replica metrics Live webinar Oct 28: How to evaluate open models for your coding agents . Save your spot changelog / post Per-replica metrics Oct 28, 2026 Go back.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Baseten","predicate":"published","object":"Per Replica Metrics","text":"Baseten published Per Replica Metrics."},{"subject":"Per Replica Metrics","predicate":"is classified as","object":"writing signal","text":"Per Replica Metrics is classified as writing signal."},{"subject":"Per Replica Metrics","predicate":"belongs to","object":"talking desk","text":"Per Replica Metrics belongs to talking desk."},{"subject":"Per Replica Metrics","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Per Replica Metrics has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2150ec02-b81d-43ba-87b8-d5ce8fc4aed2","url":"https://onlylabs.fyi/signals/2150ec02-b81d-43ba-87b8-d5ce8fc4aed2","json_url":"https://onlylabs.fyi/signals/2150ec02-b81d-43ba-87b8-d5ce8fc4aed2/signal.json","source_url":"https://www.baseten.co/resources/changelog/per-replica-metrics/","title":"Per Replica Metrics","summary":"Baseten published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-10-28T16:10:55+00:00","first_seen_at":"2026-10-28T20:00:54.503932+00:00","date_source":"sitemap.lastmod","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://www.baseten.co/resources/changelog/per-replica-metrics/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://www.baseten.co/resources/changelog/per-replica-metrics/","final_url":"https://www.baseten.co/resources/changelog/per-replica-metrics/","title":"Per Replica Metrics","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-10-28T20:02:37.617964+00:00","bytes":225674,"raw_path":"8004d5508ec8aaa0232ca591676be0988a90a35a3c0a2395ddd2ba16de0d4e1f.html","content_hash":"6e98a0104fa6659b9b538d5646ba680bc91f00189ff681a67daa6aae28eb35d6","excerpt_chars":1200,"truncated":false,"excerpt":"Per-replica metrics Live webinar Oct 28: How to evaluate open models for your coding agents . Save your spot changelog / post Per-replica metrics Oct 28, 2026 Go back You can now compare CPU, GPU, and memory usage across individual replicas in every workspace to spot outliers hidden by aggregate graphs. Turn on Per replica in the Metrics tab, or open a worker’s metrics directly from its logs with a matching time range. ✕ grouped-replicas For more information, see our docs . Explore Baseten today Start deploying Talk to an engineer Popular models mammoth-1 elephant-1 Muse Spark Open DeepSeek V4.1 Flash 1017 GLM-5.3 Fast GLM-5.3-Flash Explore all Popular models mammoth-1 elephant-1 Muse Spark Open DeepSeek V4.1 Flash 1017 GLM-5.3 Fast GLM-5.3-Flash Explore all"},"evidence_pages":[],"related_signals":[{"id":"63b8a8a4-4829-41c9-80d5-03594fc6203c","url":"https://onlylabs.fyi/signals/63b8a8a4-4829-41c9-80d5-03594fc6203c","source_url":"https://www.baseten.co/blog/fastest-lowest-cost-qwen3-asr-batch-transcription/","title":"Fastest Lowest Cost Qwen3 Asr Batch Transcription","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-10-28T17:39:04+00:00","first_seen_at":"2026-10-28T20:00:54.503932+00:00","date_source":"sitemap.lastmod"},{"id":"64bd11a5-2be0-4be1-9493-c9e8de531d2b","url":"https://onlylabs.fyi/signals/64bd11a5-2be0-4be1-9493-c9e8de531d2b","source_url":"https://www.baseten.co/resources/changelog/elephant-1-and-mammoth-1-pricing/","title":"Elephant 1 And Mammoth 1 Pricing","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-10-28T16:59:43+00:00","first_seen_at":"2026-10-28T20:00:54.503932+00:00","date_source":"sitemap.lastmod"},{"id":"f1ab7370-92df-48b7-8f81-de7408607a3d","url":"https://onlylabs.fyi/signals/f1ab7370-92df-48b7-8f81-de7408607a3d","source_url":"https://www.baseten.co/blog/introducing-basetens-newest-engineering-leaders/","title":"Introducing Basetens Newest Engineering Leaders","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-10-27T18:14:04+00:00","first_seen_at":"2026-10-27T20:00:52.936006+00:00","date_source":"sitemap.lastmod"},{"id":"0131b676-be22-416f-b2ca-80be8579960d","url":"https://onlylabs.fyi/signals/0131b676-be22-416f-b2ca-80be8579960d","source_url":"https://www.baseten.co/blog/bdn-sealed-volumes-publish-once-mount-anywhere/","title":"Bdn Sealed Volumes Publish Once Mount Anywhere","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-10-26T21:23:55+00:00","first_seen_at":"2026-10-27T00:00:52.410247+00:00","date_source":"sitemap.lastmod"},{"id":"78cf7f66-c61f-4d9e-9915-d71bceb9713a","url":"https://onlylabs.fyi/signals/78cf7f66-c61f-4d9e-9915-d71bceb9713a","source_url":"https://www.baseten.co/resources/changelog/revocation-of-unused-api-keys-on-1024/","title":"Revocation Of Unused Api Keys On 1024","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-10-24T20:50:20+00:00","first_seen_at":"2026-10-25T00:00:51.929693+00:00","date_source":"sitemap.lastmod"},{"id":"f59349c6-0f8c-4f25-bf1a-b304a54e330e","url":"https://onlylabs.fyi/signals/f59349c6-0f8c-4f25-bf1a-b304a54e330e","source_url":"https://www.baseten.co/resources/changelog/upcoming-change-to-api-authentication-error-responses/","title":"Upcoming Change To Api Authentication Error Responses","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-10-23T18:23:24+00:00","first_seen_at":"2026-10-23T20:00:52.81554+00:00","date_source":"sitemap.lastmod"}]}