A routing framework (open-source) for more efficient querying of LLM resources - I love that it's called Avengers-Pro: github.com/ZhangYiqun01... #ai #llms #llmrouting #oss #avengerspro

Jev vs. GPT-5 und Claude für Klassifizierung und Routing

Jev versucht nicht, GPT-5 oder Claude beim Chatten zu schlagen. Das Modell entfernt die Textgenerierung aus einer engeren Aufgabe: typisierte, probabilistische Entscheidungen in Software. Das kann arch…

#jev #llmrouting #kiklassifizierung

Jev vs GPT-5 and Claude for Classification and Routing

Jev does not try to out-chat GPT-5 or Claude. It removes text generation from a narrower job: making typed, probabilistic decisions inside software. That can be a major architectural advantage — if your ta…

#jev #llmrouting #aiclassification

Tired juggling OpenAI and Claude APIs? Meet Switchyard, a Rust proxy that smart‑routes LLM traffic, works with vLLM, NVIDIA NIM, Ollama and more. Plug‑and‑play routing for your AI stack. Dive in to see how it simplifies multi‑model workflows. #Switchyard #RustProxy #LLMRouting

🔗

Same endpoint, same key, only the model parameter changes. Multi-model pipelining without a broker in the path. Start free at wideareaai.com — free for up to 2 nodes. #gpuoptimization #selfhosting #llmrouting #aipipeline #localmodels 2/2

#batchinference #selfhosting #inference #llmrouting #aiinfrastructure 2/2

LLM routing stopped being a vendor choice and became an engineering problem. Hard prompts to a strong model, soft prompts to a cheap one, and evaluate each route separately. The teams saving the most are the ones treating models as interchangeable compute. #LLMRouting #AIAgents #DevTools

OpenRouter is joining Stripe. Same product, roadmap - Stripe's fraud tooling now.

10T tokens/day, 400+ models, 10M devs. I run the same idea at a scale you could round to zero: one router, five providers, me.

https://openrouter.ai/blog/announcements/openrouter-is-joining-stripe/

#LLMRouting

Same endpoint, same key, only the model parameter changes. Multi-model pipelining without a broker in the path. Start free at wideareaai.com — free for up to 2 nodes. #gpuoptimization #selfhosting #llmrouting #aipipeline #localmodels 2/2

✍️ New blog post by mgbec

LLM Routers- Make Good Choices!

#iso42001 #amazonbedrockagent #llmrouting #aisecurity

Researchers present a contextual dueling bandit method for LLM routing with Feel‑Good Thompson Sampling. Evaluated on RouterBench and MixInstruct, results released 1 Oct 2025. Read more: https://getnews.me/llm-routing-advances-with-dueling-feedback-and-contextual-bandits/ #llmrouting #duelingbandits

RadialRouter, a lightweight LLM routing framework, delivered a 9.2% gain on the RouterBench Balance scenario and a 5.8% improvement on the Cost First scenario. Read more: https://getnews.me/radialrouter-boosts-efficiency-and-robustness-of-llm-routing/ #radialrouter #llmrouting #emnlp2025

Cost caps on LLM usage push enterprises toward adaptive routing. Researchers are testing reinforcement‑learning and bandit‑based methods to balance cost and performance. Read more: https://getnews.me/adaptive-llm-routing-balances-performance-and-cost-under-budget-limits/ #llmrouting #adaptiveai

Original paper on how a router balances performance and efficiency: arxiv.org/abs/2508.12631 #llms #ai #llmrouting #oss

New breakthrough: isotonic calibration now hits O(n⁻¹/³) sample complexity, unlocking cost‑optimal routing for LLMs. Curious how this changes AI scaling? Dive in! #IsotonicCalibration #SampleComplexity #LLMRouting

🔗 aidailypost.com/news/isotoni...

HN users debated adaptive LLM routing (PILOT algorithm) under budget constraints. It intelligently routes requests to different LLMs to balance cost & performance, a critical challenge as LLM use scales. #LLMRouting 1/6