{"type":"post","id":"hedwigai-test-finds-particle-1-as-accurate-as-8ba3d3","slug":"hedwigai-test-finds-particle-1-as-accurate-as-8ba3d3","title":"Hedwigai test finds Particle-1 as accurate as DeepSeek V4.1 Flash but slower and slightly more token-heavy","description":"Hedwigai compared Particle-1, DeepSeek V4.1 Flash and GLM-5.3-Flash inside Claude Code on 12 research-workbook tasks.","retrieval_nugget":"Hedwigai compared Particle-1, DeepSeek V4.1 Flash and GLM-5.3-Flash inside Claude Code on 12 research-workbook tasks. Accuracy was statistically indistinguishable in this small test, while GLM was much faster and Particle-1 used slightly more output tokens than its base model—a reminder to test the whole workload, not just a model’s positioning.","published_at":"2026-11-14","updated_at":"2026-11-14","record_date":"2026-11-14","date_kind":"published_at","topics":["claude","claude-code"],"entities":["Hedwigai","Particle-1","DeepSeek V4.1 Flash","GLM-5.3-Flash","Claude Code","Particle AI","NVIDIA","Colette Kress"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"A Hedwigai benchmark found Particle-1 about as accurate as DeepSeek V4.1 Flash, but slower and slightly more token-heavy.","prior_refs":["https://newruntime.com/posts/suhail-doshi-launches-particle-with-particle-1-a-0582fc/"],"source_url":"https://www.hedwigai.com/blog/model-bench","source_urls":["https://www.hedwigai.com/blog/model-bench"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:hedwigai-test-finds-particle-1-as-accurate-as-8ba3d3","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/hedwigai-test-finds-particle-1-as-accurate-as-8ba3d3/","markdown":"https://newruntime.com/posts/hedwigai-test-finds-particle-1-as-accurate-as-8ba3d3.md","json":"https://newruntime.com/posts/hedwigai-test-finds-particle-1-as-accurate-as-8ba3d3.json"},"markdown_url":"https://newruntime.com/posts/hedwigai-test-finds-particle-1-as-accurate-as-8ba3d3.md","next_reads":[{"type":"topic","path":"/topics/claude/","url":"https://newruntime.com/topics/claude/","title":"Claude","reason":"Explore the claude topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude.md","json_url":"https://newruntime.com/topics/claude.json"},{"type":"topic","path":"/topics/claude-code/","url":"https://newruntime.com/topics/claude-code/","title":"Claude Code","reason":"Explore the claude-code topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude-code.md","json_url":"https://newruntime.com/topics/claude-code.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}