Phase Router
capacity-aware routing for MoE
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
HN · launched Apr 30, 2026 · 5 upvotes (top 89%) · 0 views
Niche: llm routing and gateway tools · 143 launches, 5 in the last 7 days ▼ -62% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 143 launches in llm routing and gateway tools →
Could you build this?
No Capacity-aware routing for Mixture of Experts (MoE) is an advanced deep learning research problem requiring specialized mathematical formulation and low-level kernel/model architecture design.
What it would actually take: It requires custom CUDA/Triton kernels or specialized PyTorch modules to implement capacity-constrained token dispatch, load-balancing loss functions, and top-k gating algorithms across distributed MoE layers. Validating it requires substantial GPU clusters to train or fine-tune large MoE architectures. Deep expertise in distributed training systems and deep learning research is essential.
Discussion
1 comment analyzed.
Competitors
Other products that read as similar to this one : 1246 launches clear the similarity bar, closest 8 shown.
Attention rank: #1105 of 1247 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 181 days after the earliest competitor.
- chalk-router-oss · github · 2026-10-28 · 39 upvotes · similarity 0.65
- pi-jev-router · github · 2026-09-20 · 12 upvotes · similarity 0.64
- genpark-multi-model-cost-latency-router-skill · github · 2026-09-12 · 7 upvotes · similarity 0.60
- model-relay · github · 2026-10-17 · 31 upvotes · similarity 0.60
- A Highly Available Distributed Router for Global Realtime AI · hn · 2026-06-08 · 9 upvotes · similarity 0.59
- ClawRouter · hn · 2026-02-05 · 12 upvotes · similarity 0.56
- LLMRouter · hn · 2025-12-31 · 5 upvotes · similarity 0.56
- SimpleHC · github · 2026-11-08 · 20 upvotes · similarity 0.56
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.