Close Menu
NCIJ Network NCIJ Network
    What's Hot

    Cyber Insurance’s New Reality: Underwriting Isn’t Enough

    October 23, 2026

    Breakthrough PTSD treatment achieves 68% remission rate in clinical trial

    October 23, 2026

    Natural gas discovery springs up in India’s shallow waters

    October 23, 2026
    Facebook X (Twitter) Instagram
    Trending
    • Cyber Insurance’s New Reality: Underwriting Isn’t Enough
    • Breakthrough PTSD treatment achieves 68% remission rate in clinical trial
    • Natural gas discovery springs up in India’s shallow waters
    • U.S. Midterms: Trump, Democrats Vie for Influence
    • False claim Henry Nowak’s killer has been attacked in prison circulates online again – Full Fact
    • French prosecutors open hate crime probe after deadly drive-by shooting – POLITICO
    • Free Speech Union hit by internal allegations of racism and sexually inappropriate remarks | UK news
    • Ex-Tory campaign chief and his wife sentenced over election bets
    • About
      • Our Team
      • Editorial Policy
      • Editorial Independence
      • International Support
    • Trust & Standards
      • AI Usage Policy
      • Conflict of Interest Policy
      • Corrections Policy
      • Ethics Policy
      • Fact-Checking Policy
      • Source Protection
    • Get Involved
      • Guide for Sources
      • Support Independent Journalism
    • Legal
      • Cookie Policy
      • Privacy Policy
      • Terms of Use
    Facebook X (Twitter) Instagram
    NCIJ Network NCIJ Network
    Friday, October 23
    • Home
    • World
    • Ai
    • Business
    • Politics
    • Health
    • Crypto
    • Science
    • Technology
    • Cybersecurity
    • Defense & Security
    • Economy
    • Energy
    • Europe
    • More
      • Fact Check
      • Investigations
      • Opinion & Analysis
      • Environment
    NCIJ Network NCIJ Network
    Home»Artificial Intelligence

    You.com Launches Inference Router: 12 Open-Weight Models With 99.9% Uptime SLA

    NCIJ NETWNCIJ NETWORKBy NCIJ NETWNCIJ NETWORKOctober 23, 2026 Artificial Intelligence No Comments4 Mins Read
    Share
    Facebook Twitter LinkedIn Pinterest Email

    You.com has launched Inference Router, a managed API for running open-weight models in production. The You.com Inference Router is an OpenAI-compatible service that routes requests across 12 live models. It bundles a 99.9% minimum uptime SLA and zero data retention (ZDR). It adds 100% US hosting and server-side web search. It is pay-as-you-go, with no platform fee.

    TL;DR

    • Size: 12 live models, from GPT-OSS 120B (125K context) to Kimi K3 and Qwen3.8 Max (1M context). Kimi K3 is a 2.8T-parameter model; Qwen3.8 Max is a 2.4T MoE.
    • Runs on: Fully managed. Requests hit You.com Inference Direct first, then fail over to US-hosted partners. No GPUs to manage.
    • Performance: On You.com’s LiveNewsBench run, open-weight models plus You.com search matched frontier models at lower cost.
    • Best: GLM-5.3 with You.com search scored 86.53%, at $0.0485 per question versus $0.0920 for Claude Sonnet 5.5 (self-reported).
    • Worst: Per-token prices sit near market. Kimi K3 is $2.85/$14.25, only 5% below Together AI’s $3.00/$15.00.

    It is one API for many open-weight models. The endpoint is https://api.you.com, with OpenAI-compatible and Anthropic-compatible routes. Existing SDK code moves over by changing the base URL and key.

    You.com team frames the problem around stalled migrations. Dev teams test open-weight models on aggregators, then hit security review. Reviewers ask about ZDR, US hosting, access controls and DPAs. Dedicated providers clear those bars, but usually with a large commitment. Inference Router targets that gap.

    How does the routing and failover work?

    Every request goes first to You.com Inference Direct, the company’s own inference capacity. If it is down or full, the request fails over to a vetted partner. The official post names Parasail, Wafer, Alibaba Cloud, Meta and Inception, with Prime Intellect coming soon. All are 100% US-hosted and must meet ZDR rules.

    Failover does not change the bill. Each model has 1 published per-token price. You.com also offers spend caps per API key and daily usage views by model, cost and provider. Accounts run on SOC 2 compliant infrastructure, with a DPA on request.

    What does zero data retention cover?

    The ZDR policy states that prompts and outputs are processed in memory and not stored. It covers both model calls and web search requests. You.com keeps only operational metadata, such as token counts, timestamps and account IDs. Prompt hashes, de-identified text and disk-backed prompt caches are explicitly excluded.

    Which models are available, and what do they cost?

    The models page lists 12 live models, all US-hosted. Prices are per 1M tokens (input / output):

    • Kimi K3 (Moonshot AI): $2.85 / $14.25, 1M context
    • Qwen3.8 Max (Alibaba): $1.85 / $5.55, 1M context
    • GLM 5.3 (Z.ai): $1.35 / $4.25, 1M context
    • DeepSeek V4 Pro: $1.65 / $3.65, 1M context
    • DeepSeek V4.1 Flash: $0.30 / $1.20, 1M context
    • Mercury 3 (Inception): $0.10 / $0.35, 1M context
    • GPT-OSS 120B (OpenAI): $0.097 / $0.73, 125K context

    Muse Wonder, Muse Spark 1.3, GLM 5.3 Flash, Qwen3.8 Flash and MiniMax M3 round out the list.

    How does built-in web search work?

    Developers declare a web_search or web_extract tool, and the router runs searches for the model. The docs show up to 20 results per search and a default of 30 search rounds. Responses return a web_results object with citations.

    Search runs on the same server as the model. You.com says internal tests show up to 15% lower latency.

    ‘}).join(”);
    requestAnimationFrame(function(){MB.querySelectorAll(‘i’).forEach(function(x){x.style.width=x.dataset.w+’%’})});post()}
    R.querySelectorAll(‘#ydcSeg button’).forEach(function(b){b.onclick=function(){R.querySelectorAll(‘#ydcSeg button’).forEach(function(x){x.classList.remove(‘on’)});b.classList.add(‘on’);mode=b.dataset.m;drawM()}});
    /* bench */
    var B=[[‘GPT-6.1 Sol’,’built-in search’,86.53,0.0591,0],[‘GLM-5.3′,’+ You.com search’,86.53,0.0485,1],[‘Claude Sonnet 5.5′,’built-in search’,86.38,0.0920,0],[‘DeepSeek V4.1 Flash’,’+ You.com search’,84.12,0.0215,1]];
    var bm=’acc’,BB=document.getElementById(‘ydcBench’);
    function drawB(){BB.innerHTML=B.map(function(r){var v=bm==’acc’?r[2]:r[3],w=bm==’acc’?(r[2]-80)/(90-80)*100:r[3]/0.0920*100;
    return ‘

    ‘+r[0]+’‘+r[1]+’

    ‘+(bm==’acc’?v.toFixed(2)+’%’:’$’+v.toFixed(4))+’

    ‘}).join(”);
    requestAnimationFrame(function(){BB.querySelectorAll(‘i’).forEach(function(x){x.style.width=x.dataset.w+’%’})});post()}
    R.querySelectorAll(‘#ydcBseg button’).forEach(function(b){b.onclick=function(){R.querySelectorAll(‘#ydcBseg button’).forEach(function(x){x.classList.remove(‘on’)});b.classList.add(‘on’);bm=b.dataset.m;drawB()}});
    /* quickstart */
    var CODE=[
    ‘# Use the standard OpenAI SDKnpip install openai’,
    ‘from openai import OpenAInnclient = OpenAI(n base_url=“https://api.you.com/v1”, # the only line you changen api_key=“YDC_API_KEY”,n)nnresp = client.chat.completions.create(n model=“kimi-k3”,n messages=[{“role”: “user”, “content”: “Hello”}],n)’,
    ‘resp = client.chat.completions.create(n model=“kimi-k3”,n messages=[{“role”: “user”,n “content”: “What changed in the latest Python release?”}],n tools=[{“type”: “web_search”, “freshness”: “month”, “count”: 5}],n)n# answer + citations come back in resp.web_results‘];
    var TXT=[‘Inference Router speaks the OpenAI and Anthropic API formats, so existing SDKs work.’,’Swap the base URL and key. Your existing OpenAI-compatible code now runs on Inference Router.’,’Declare a web_search tool and the router runs searches server-side, returning sources in web_results.’];
    function step(i){document.getElementById(‘ydcCode’).innerHTML=CODE[i];document.getElementById(‘ydcStep’).textContent=TXT[i];
    R.querySelectorAll(‘.steps .btn’).forEach(function(b){b.style.borderColor=b.dataset.s==i?’#7b6cff’:”});post()}
    R.querySelectorAll(‘.steps .btn’).forEach(function(b){b.onclick=function(){step(+b.dataset.s)}});
    layout();setTimeout(function(){layout();post()},300);window.addEventListener(‘load’,post);post();
    })();

    Inference Launches models openweight Router SLA Uptime You.com
    NCIJ NETWNCIJ NETWORK
    • Website

    Keep Reading

    Wales could ban steel pylons as government launches consultation

    TinyFish Breaks Down Agentic Search Architecture for Production AI Agents

    Google Cloud Launches Agent Compute Engine: A MicroVM per AI Agent

    A Developer’s Guide to OmniParseBench: Leaderboard Benchmarks and OCR Testing

    Cohere Releases Rerank 5 With Passage-Level Context Focus and Calibrated Scores

    Gradium Open-Sources Phonon, a 31M-Parameter On-Device TTS Model Under Apache 2.0

    Add A Comment
    Leave A Reply Cancel Reply

    Editors Picks

    Cyber Insurance’s New Reality: Underwriting Isn’t Enough

    October 23, 2026

    Breakthrough PTSD treatment achieves 68% remission rate in clinical trial

    October 23, 2026

    Natural gas discovery springs up in India’s shallow waters

    October 23, 2026

    U.S. Midterms: Trump, Democrats Vie for Influence

    October 23, 2026
    Latest Posts

    ‘This is hell’: British widow ‘sick’ with worry over threat of being removed from Sweden | Sweden

    August 14, 2026

    Prichard Colon dies from boxing injury that resulted in 221-day coma | Boxing News

    August 14, 2026

    Weather forecasts once gave Britons something safe to chat about. Not any more | Andy Beckett

    August 14, 2026

    Subscribe to News

    Get the latest sports news from NewsSite about world, sports and politics.

    NCIJ Network is an independent digital news platform delivering trusted investigative journalism, European and global news, in-depth analysis, and fact-based reporting with accuracy, transparency, and integrity.

    Facebook X (Twitter) Instagram Pinterest YouTube

    Cyber Insurance’s New Reality: Underwriting Isn’t Enough

    October 23, 2026

    Breakthrough PTSD treatment achieves 68% remission rate in clinical trial

    October 23, 2026

    Natural gas discovery springs up in India’s shallow waters

    October 23, 2026

    Subscribe to Updates

    Get the latest creative news from FooBar about art, design and business.

    Type above and press Enter to search. Press Esc to cancel.