Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Find the best local LLM for your hardware, ranked by benchmarks

Details

External ID
48146369
Source
HN
Company
—
Product
Find the best local LLM for your hardware, ranked by benchmarks
Website domain
github.com
Launched
May 15, 2026
Cohort
—
Upvotes
283
Upvotes percentile
0.975767366720517
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Enrichment

Theme
ML inference and model optimization
Vertical
Horizontal
Function
Analytics & BI
Audience
Developer
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
local llm benchmark comparison tool
Manually corrected
False

Could you build this?

Yes This is an informational tool and directory that aggregates hardware specifications (VRAM, memory bandwidth) and model metadata (quantization, parameter sizes, benchmark scores) to recommend compatible open-source LLMs. A solo developer can vibe-code this frontend and calculation logic using static JSON data or simple scrapers in a couple of days.

Discussion

20 comments analyzed.

Competitors mentioned: llmfit (GitHub project for model selection), Qwen models (3.6-35B-A3B, 3.5-9B alternatives), Mistral 7B, Gemma 2

Concerns raised: Memory bandwidth estimates vary significantly between browsers (40-80GB/s overshoot), Poor accuracy for MoE models (underestimates feasibility), Definition of 'best' is oversimplified and doesn't account for task-specific strengths, LLM benchmarks lack real-world validity and are easily gamed by developers, Missing some recent models (Qwen3 Coder Next)

Feature requests: Pull sliding_window attention config from HuggingFace model configs, Better support for MoE model detection and performance estimation, Task-specific model recommendations instead of generic 'best' ranking, More comprehensive model coverage including latest releases

Competitors

Other products that read as similar to this one — 96 launches clear the similarity bar, closest 8 shown.

Attention rank: #2 of 97 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 198 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.