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The Graphistry Blog

Notes from the Trenches

All Insights Tutorials Customer Stories Release Notes
Featured post Insight

Run Cypher graph queries on dataframes faster with new GFQL indexes

Run Cypher graph queries on dataframes faster with new GFQL indexes A Cypher query over 50 account IDs drops from 2.7 seconds to 5 milliseconds. A search across 30M timestamps responds in 101 ms instead of 40 seconds.   Quick…

October 9, 2026 · 4 min read
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Insight

GPT-6 Astra and Claude Fable 5.1 push the investigation frontier, but coding agents still trail investigation harnesses

The newest frontier models are out, and they're compelling when you have the budget. That said.. they still lose to older models…

October 7, 2026 · 2 min read
Insight

GLM 5.3 Flash the brings open-weight leader’s cost down 80%+ on botsbench

The latest botsbench results on the release of GLM 5.3 family are newsworthy not in intelligence for agentic AI investigations, but cost.…

September 23, 2026 · 2 min read
Insight

Botsbench AI security openweight model roundup TL;DR

Somewhere between the Black Hat pool parties and our standing-room-only research presentations & AI trainings at BSides, we ran our over-worked botsbench…

August 7, 2026 · 2 min read
Insight

Agentic timelining

Two of the most important primitives in AI investigations are agentic timelining and long-term memory. When we announced that the Louie.ai AI…

July 29, 2026 · 3 min read
Insight

Generative Graph Investigation

Say hello to the generative era of graph investigations! Graphs are how we answer questions about relationships in our data. With the…

July 28, 2026 · 4 min read
Insight

Explore 100X Bigger Graphs with the Graphistry 100X Initiative

For day 2 of our July announcements heading into Black Hat 2026 & AI4: We’re enabling Graphistry users to visually analyze 100X…

July 24, 2026 · 3 min read
Insight

GFQL now runs Cypher on Polars, on CPU and GPU

We’re making graph queries something you can just run, on data and infrastructure you already have, with no database in the way,…

July 22, 2026 · 10 min read
Insight

OpenAI’s new Sol model tops Anthropic on AI investigations

The Louie.ai team has been enjoying OpenAI’s new GPT-5.6 model family in both our latest public botsbench leaderboard testing and internally as…

July 20, 2026 · 4 min read
Insight

GLM 5.2 on CyberBT-CTF: The strongest open source contender to Anthropic/OpenAI we have tested

Louie.ai researchers found two major surprises in Z.ai’s new GLM 5.2 model: 1. It’s the “Chaotic Good Goblin Paladin” of AI -…

June 23, 2026 · 4 min read
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