Conifer: Local-first least cost routing system
Stop paying cloud prices for every token. We route 80% of requests to your hardware at no cost
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YC · launched Jul 15, 2026 · 10 upvotes (top 62%) · 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
- Commercial product
- Developer Tools
- B2B
- Security
- AI
Visit website ↗ Source listing ↗
More like this: all 143 launches in llm routing and gateway tools →
Could you build this?
Partial Building a client-side proxy that forwards easy queries to a local model (via Ollama or llama.cpp) and fallbacks to cloud APIs is vibe-codeable, but achieving automated, reliable semantic complexity routing with minimal latency overhead is technically non-trivial.
What it would actually take: A real solution uses a lightweight local proxy daemon (written in Go or Rust) exposing an OpenAI-compatible endpoint that inspects incoming prompt tokens, assesses semantic complexity and context size via lightweight classifier heads (e.g. small DeBERTa/BERT or embedding probes), and dynamically dispatches either to a local llama.cpp/vLLM instance or cloud providers. The hardest component is low-latency intent/difficulty scoring (sub-10ms) that doesn't degrade output quality or introduce false-positive routings. Systems-level optimization and local hardware capability profiling across various OSs and GPUs are necessary.
Competitors
Other products that read as similar to this one : 239 launches clear the similarity bar, closest 8 shown.
Attention rank: #139 of 240 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 259 days after the earliest competitor.
- TokenRouter · github · 2026-10-08 · 51 upvotes · similarity 0.55
- Trading on-chain with 0 gas: A <1ms DEX router at 0.50% fees · hn · 2026-09-17 · 9 upvotes · similarity 0.50
- Unifold – Universal deposit infrastructure for on-chain apps · yc · 2026-02-17 · 139 upvotes · similarity 0.44
- genpark-adaptive-token-rate-limiter-skill · github · 2026-09-14 · 7 upvotes · similarity 0.44
- ComptyAI · github · 2026-09-21 · 51 upvotes · similarity 0.44
- WavexAI · hn · 2026-09-22 · 6 upvotes · similarity 0.43
- Confluencebuild · ph · 2026-11-10 · 1 upvotes · similarity 0.43
- sextant · github · 2026-11-07 · 41 upvotes · similarity 0.43
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