No written verdict yet. Here is what commenters said.

5recommend
1warn against
Mar 22, 2026first mention
Oct 5, 2026latest mention
Nov 25 – Oct 26
Used forgraph databaseembedded graph databasegraph database for knowledge triples

Why people recommend it

“A columnar storage engine means you get indexes and the relational goodness for free.”

Show 3 more

“If you like kuzudb check out https://github.com/LadybugDB/ladybug”

“LadybugDB (https://github.com/LadybugDB/ladybug) at this point seems to be the only sustainable fork.”

Caveats and dissent

“Ladybug is still very limited in terms of use cases and functionalities.”

Often compared with

From the makers not counted in the ranking

“Work continues as LadybugDB.”

“Icebug and LadybugDB can be tightly integrated to efficiently move tables encoded as compressed sparse row (CSR) into arrow memory.”

“it's a graph database with relational internals and some internal warts that makes it hard to compose queries”

“You can judge for yourself what work has been done in the last 5 months.”

“Also focusing on just one query language: strongly typed cypher.”

“Opensource Embedded Columnar Graph Database”

All comments 14

Here's a comparison matrix, although it doesn't include ladybug yet: https://github.com/project-minigraf/minigraf/wiki/Comparison

“A columnar storage engine means you get indexes and the relational goodness for free.”

“For knowledge.lbdb.zst, first decompress with zstd and then run a cypher such as:”

“appears to be an open source successor to Kuzu”

“See also: https://ladybugdb.com/ "DuckDB for graphs"”

There’s a fork https://github.com/LadybugDB/ladybug that you can use.

“If you like kuzudb check out https://github.com/LadybugDB/ladybug”

“Ladybug is still very limited in terms of use cases and functionalities.”

“LadybugDB (https://github.com/LadybugDB/ladybug) at this point seems to be the only sustainable fork.”

“Might be worth checking out LadybugDB (the main fork), migration is pretty easy.”

Threads where it came up

Also written as Ladybug. Data: ladybugdb.json. Quotes are verbatim; the verdict and theme labels are written by a model from these comments, and every clause links to its sources.

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