Nicheloom

The opportunity tracker for new startups.

Sources

GPU optimization and developer tools

Recent window: last 5.2 months (2026-04-26 → 2026-10-02), compared with the prior 5.2 months.

horizontal · 211 members · Data as of 2026-10-05

These products provide low-level libraries, monitoring utilities, runtimes, and educational resources centered on graphics processing units (GPUs) and hardware acceleration. They are designed for systems engineers, AI researchers, and developers seeking to maximize compute performance and manage hardware resources efficiently. Unlike general AI developer platforms, this cluster focuses specifically on low-level kernel execution, hardware compatibility, and GPU-accelerated computing.

Metrics

Stage
crowded
Recent count
167
Prior count
30
Total count
211
Momentum
300.00
Attention
0.56
Crowding
0.78
Concentration
0.83
Opportunity
0.49

Opportunity components

Attention
0.56
Low crowding
0.22
Momentum (normalized)
1.00
Low concentration
0.17

Source split

github
85 (0.51)
hn
50 (0.30)
ph
25 (0.15)
yc
7 (0.04)

Dominant source: github · Divergence: 0.47

Similar themes

Monthly trajectory

Members

Name Source Upvotes ▼ Launched
A game where you build a GPU HN 964 2026-04-04
ChartGPU HN 670 2026-01-21
DeepGEMM-Ascend GITHUB 486 2026-09-29
mjbatch GITHUB 474 2026-09-10
Computable GPU Index (CGI) PH 424 2026-09-01
xgoduck_hardware GITHUB 349 2026-09-24
General Compute PH 314 2026-05-22
ZeroGPU PH 308 2026-06-09
Chamber – Autopilot for AI Infrastructure 🚀 YC 269 2026-01-13
NFC Energy-Harvesting PCB Business Card with an MCU HN 231 2026-08-28
CUDA-for-AMD-Windows GITHUB 230 2026-09-13
WarpLite GITHUB 224 2026-09-23
Nemotron 3 Ultra by NVIDIA PH 179 2026-06-05
I wrote a C++ ray tracer from scratch without AI HN 155 2026-06-15
is-gpt-nerfed GITHUB 149 2026-09-15
We built a terminal-only Bluesky / AT Proto client written in Fortran HN 145 2026-03-20
Fine-tune an 8B model on a 4 GB laptop GPU HN 139 2026-08-04
XY HN 136 2026-07-28
arc-cua GITHUB 131 2026-09-20
CalcKernel GITHUB 130 2026-09-27
Utilyze HN 128 2026-04-27
rtx-5070ti-laptop-160w-power-limit GITHUB 110 2026-09-14
cuTile Rust: Safe, data-race-free GPU kernels in Rust HN 106 2026-06-16
Janus HN 106 2026-10-01
TIRx-harness GITHUB 102 2026-09-29
a Rust ray tracer that runs on any GPU HN 95 2025-11-03
GDSL HN 89 2026-03-15
dsh-orb-cordis GITHUB 88 2026-09-28
Eyot, A programming language where the GPU is just another thread HN 79 2026-03-08
MCDMA GITHUB 79 2026-09-14
Compute:Arena PH 78 2026-09-17
Codex GPU Queue PH 68 2026-09-18
The cheapest GPU cloud HN 63 2026-09-03
Navi48-MacOS GITHUB 63 2026-10-02
GBF-Accelerator GITHUB 63 2026-09-12
Imersao-Jornada-Databricks GITHUB 60 2026-09-21
rdx GITHUB 57 2026-09-21
Kanverse GPU Borrow PH 56 2026-09-18
BootLife GITHUB 55 2026-09-20
agentic-gpu-programming-for-mlsys GITHUB 54 2026-09-29
bonsai2-small-gpu GITHUB 54 2026-09-19
Expanse - Unlock wasted GPU capacity YC 53 2026-05-04
flashtex GITHUB 52 2026-09-12
mvcc GITHUB 51 2026-09-23
repkgs GITHUB 49 2026-09-10
ppcosxkvm GITHUB 49 2026-09-27
code-map GITHUB 48 2026-09-17
Runloom HN 47 2026-07-10
Beam - Open Source Modal Alternative YC 46 2025-11-25
qwen-imagen-studio GITHUB 44 2026-09-25