LocalGPT
Ranked 16 of 26 AI assistants by recommenders
Recommended as a single-binary Rust AI assistant with persistent memory, lighter than OpenClaw. Main caveat: it still needs a cloud API key, so critics doubt the local-first name.
Recommended as a single-binary Rust AI assistant with persistent memory, lighter than OpenClaw. Main caveat: it still needs a cloud API key, so critics doubt the local-first name.
29 people gave an opinion
- recommend it
- 12
- criticize it
- 17
- approval share
- 41%
Recommended in 1 of 13 months
- November 2025: not recommended
- December 2025: not recommended
- January 2026: not recommended
- February 2026: recommended
- March 2026: not recommended
- April 2026: not recommended
- May 2026: not recommended
- June 2026: not recommended
- July 2026: not recommended
- August 2026: not recommended
- September 2026: not recommended
- October 2026: not recommended
- November 2026: not recommended (month in progress)
Why it doesn’t carry the badge
- 12 people recommend itNeeds 10 or more, met.
- 0.7 recommenders for every criticNeeds 2 to 1 or better, not met.
- Recommended in 1 of 13 monthsNeeds 4 or more, not met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Good idea, reflects planned features
“This looks very interesting and i personally like that it reflects a lot of things that i actually plan to implement”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” “I think the project is a great idea.”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” Single small binary, not Node
“the single binary thing solves a huge pain point I have with OpenClaw”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” “It’s small and not node, what’s not to like?”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory”
What people warn about
Each mark is one comment
Not really local, needs API key
“I'm not really sure about calling it "local-first" as it's still reliant on an `ANTHROPIC_API_KEY`.”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” “Just because you have code that runs not in a browser doesn't mean you have something that's local.”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” “if you have to put API key in it, it's not local”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” - Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory”
- Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory”
- Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory”
Misleading name
“I applaud the effort of tinkering, re-creating and sharing, but I think the name is misleading”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” “this is not local first, the name is bad”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” “It's called "LocalGPT". It's a bad name.”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” Vibe coded, untested, insecure
“It's clear these projects are pretty heavily vibe coded and I have no trust that they are tested, secure or even work as advertised.”
Comment from 8 Feb 2026 in “The silent death of Good Code” “Given its AI slop, itll gain features and bugs and insecurity at equal rates.”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” “It's the static site generator of vibe coded projects.”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” Agent broken, build fails
“It just repeats itself. The agent piece is not working at all for me.”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” “It doesn't build for me unfortunately.”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory”
Other AI assistants people recommend
The four most recommended other AI assistants, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Claude | 5,175 | 5,005 | 51% | 13 | 6 mo326 owners | — |
| Google Gemini | 2,195 | 2,236 | 50% | 13 | 6 mo98 owners | — |
| ChatGPT | 2,186 | 2,885 | 43% | 13 | 1 yr164 owners | — |
| Grok | 727 | 1,249 | 37% | 13 | 1 mo19 owners | — |
| LocalGPTThis page | 12 | 17 | 41% | 1 | — | — |
What people said
28 of the 30 comments that mention it, newest first. Each links to the original comment.
“it’s not exactly great lol”
“In the case of this app that’s in local files.”
“It just repeats itself. The agent piece is not working at all for me.”
“I think the project is a great idea.”
“It's called "LocalGPT". It's a bad name.”
“It's the static site generator of vibe coded projects.”
“This is not local. This is a wrapper.”
“The memory compounds — every session makes the next one better.”
“they basically did not proof-read your own docs”
“Given its AI slop, itll gain features and bugs and insecurity at equal rates.”
“low-level language for a high-level application with IO-bound latency”
“Just because you have code that runs not in a browser doesn't mean you have something that's local.”
“This looks very interesting and i personally like that it reflects a lot of things that i actually plan to implement”
“It’s small and not node, what’s not to like?”
“the single binary thing solves a huge pain point I have with OpenClaw”
“if you have to put API key in it, it's not local”
“better than openclaw but missing some features like browser tool, etc.”
“this is not local first, the name is bad”
“could not install it on Ubuntu”
“It seems you couldn't be bothered writing the article on the project "blog" either”
“The missing angle for LocalGPT, OpenClaw, and similar agents”
“its default support being for OpenAI and Anthropic models”
“I applaud the effort of tinkering, re-creating and sharing, but I think the name is misleading”
“It's clear these projects are pretty heavily vibe coded and I have no trust that they are tested, secure or even work as advertised.”
“It doesn't build for me unfortunately.”
“Still a bit cumbersome & lazy imo”
“Properly local too with the llama and onnx format models available!”
“I'm not really sure about calling it "local-first" as it's still reliant on an `ANTHROPIC_API_KEY`.”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.