Phase Router
capacity-aware routing for MoE
Details
- External ID
- 47965014
- Source
- HN
- Company
- —
- Product
- Phase Router
- Website domain
- github.com
- Launched
- April 30, 2026
- Cohort
- —
- Upvotes
- 5
- Upvotes percentile
- 0.11182519280205655
- 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
- Model & infra
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Hobby / open-source project
- Normalized one-liner
- capacity-aware routing for mixture of experts
- Manually corrected
- False
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 — 481 launches clear the similarity bar, closest 8 shown.
Attention rank: #415 of 482 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 181 days after the earliest competitor.
- pi-jev-router · github · 2026-09-20 · 12 upvotes · similarity 0.62
- genpark-multi-model-cost-latency-router-skill · github · 2026-09-12 · 8 upvotes · similarity 0.59
- genpark-multi-model-cost-latency-router-skill · github · 2026-09-12 · 7 upvotes · similarity 0.59
- A Highly Available Distributed Router for Global Realtime AI · hn · 2026-06-08 · 9 upvotes · similarity 0.58
- ClawRouter · hn · 2026-02-05 · 12 upvotes · similarity 0.55
- LLMRouter · hn · 2025-12-31 · 5 upvotes · similarity 0.55
- Foreman, a self-hosted LLM gateway for cost aware model routing · hn · 2026-07-08 · 15 upvotes · similarity 0.53
- JevRouter · github · 2026-09-18 · 163 upvotes · similarity 0.53
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.