{"schema_version":"onlylabs.public_signal.v1","title":"Fireworks AI Writing: Glm 5p2 Fast","description":"Fireworks AI writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/387a9b30-32c4-4658-af71-52d656ec09bf","json_url":"https://onlylabs.fyi/signals/387a9b30-32c4-4658-af71-52d656ec09bf/signal.json","generated_at":"2026-07-26T22:35:48.076Z","evidence_latest_fetched_at":"2026-06-30T20:03:04.703235+00:00","signal_first_seen_at":"2026-06-30T20:01:40.143125+00:00","org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/fireworks-ai","dossier_json_url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/387a9b30-32c4-4658-af71-52d656ec09bf","signal_json":"https://onlylabs.fyi/signals/387a9b30-32c4-4658-af71-52d656ec09bf/signal.json","source":"https://fireworks.ai/blog/glm-5p2-fast","lab_dossier":"https://onlylabs.fyi/labs/fireworks-ai","lab_dossier_json":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/fireworks-ai","analysis_json":"https://onlylabs.fyi/analysis/fireworks-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/fireworks-ai/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":"Fireworks AI published Glm 5p2 Fast. 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Opus-level intelligence at open-source rates. Pay per token on serverless. Try it today. Blog Glm 5p2 Fast GLM 5.2 Fast is live on Fireworks PUBLISHED 6/30/2026 Table of Contents What GLM 5.2 gets on Fireworks Optimizing GLM 5.2's architecture The MoE side The attention side Sharding is not one decision Fast shouldn’t be flaky How to use it What you’re getting Table of Contents Fireworks achieved a peak of 446 tok/sec on Artificial Analysis, and is consistently ranked as the fastest provider on OpenRouter. A shared GLM 5.2 deployment used by real users. Same weights, same quality, no reserved GPUs. GLM 5.2 Fast is live on Fireworks today. It runs 2-3x faster than our Standard path, on shared serverless with no reserved GPUs. Source: https://openrouter.ai/z-ai/glm-5.2?tableSort=throughput&tableSortDir=desc#providers GLM 5.2 is built for agent loops. Coding agents have to read repo context, write plans, call tools, edit files, run tests, often over a long horizon. In fact, the average prompt length on our public endpoints are ~90k tokens. Speed determines whether the agent feels usable, whether retries get expensive, and..."},"evidence_pages":[],"related_signals":[{"id":"9f5f1e55-4d88-410b-9ba4-2fb3c138b6be","url":"https://onlylabs.fyi/signals/9f5f1e55-4d88-410b-9ba4-2fb3c138b6be","source_url":"https://fireworks.ai/blog/kimik3-fable","title":"Kimik3 Fable","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-07-22T04:27:54+00:00","first_seen_at":"2026-07-21T20:00:50.838925+00:00","date_source":"sitemap.lastmod"},{"id":"ed1900d1-f4bb-4e97-93ec-0df1a4060d62","url":"https://onlylabs.fyi/signals/ed1900d1-f4bb-4e97-93ec-0df1a4060d62","source_url":"https://fireworks.ai/blog/Heidi-Health","title":"Heidi Health","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-07-21T21:08:28+00:00","first_seen_at":"2026-07-21T20:00:50.838925+00:00","date_source":"sitemap.lastmod"},{"id":"ee54ca9f-cf2c-4ea2-b95b-92d0dc78b196","url":"https://onlylabs.fyi/signals/ee54ca9f-cf2c-4ea2-b95b-92d0dc78b196","source_url":"https://fireworks.ai/blog/claude-code-pricing","title":"Claude Code Pricing","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-07-17T19:48:18+00:00","first_seen_at":"2026-07-17T20:00:51.178874+00:00","date_source":"sitemap.lastmod"},{"id":"6156faf0-be85-49e4-b4b7-cb128bfa510e","url":"https://onlylabs.fyi/signals/6156faf0-be85-49e4-b4b7-cb128bfa510e","source_url":"https://fireworks.ai/blog/series-d-announcement","title":"Series D Announcement","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-07-16T17:17:45+00:00","first_seen_at":"2026-07-16T16:00:50.522386+00:00","date_source":"sitemap.lastmod"},{"id":"59b0f4ea-718d-47e7-8710-2348645ec576","url":"https://onlylabs.fyi/signals/59b0f4ea-718d-47e7-8710-2348645ec576","source_url":"https://fireworks.ai/blog/glm5p2-fast-an-engineering-productivity-story","title":"Glm5p2 Fast An Engineering Productivity Story","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-07-11T15:04:39+00:00","first_seen_at":"2026-07-08T00:00:50.758391+00:00","date_source":"sitemap.lastmod"},{"id":"b9cd7e4f-3d36-4ba0-8904-7aad022b85f2","url":"https://onlylabs.fyi/signals/b9cd7e4f-3d36-4ba0-8904-7aad022b85f2","source_url":"https://fireworks.ai/blog/kernel-optimization-for-minimax-m3-on-nvidia-blackwell","title":"Kernel Optimization For Minimax M3 On Nvidia Blackwell","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-07-10T20:40:16+00:00","first_seen_at":"2026-07-11T00:00:50.78144+00:00","date_source":"sitemap.lastmod"}]}