Liverobot#cam-7fcompleted a prompt viaClaude·3.4k tokensrobot#evx-66localized copy viaCloud Translation·$0.002robot#bot-98queued a job onArcium·2 h 14 mrobot#arm-5ffetched a chunk fromStableupload·4 MBrobot#fe8dbreasoned withQVAC·$0.018robot#f05e3reasoned withClaude·$0.012robot#b1a33rented compute onArcium·$0.18 / hrrobot#k9-06queriedBigQuery·12k rowsrobot#fca48scraped a page via2Captcha·12 pagesrobot#f9a0fcrawled2Captcha·38 pagesrobot#dr-4bspun up a sandbox onAkash Network·$0.96 / hrrobot#f65fbfetched URL via2Captcha·4 pagesrobot#b4d14scraped a page viaFirecrawl·12 pagesrobot#arm-5dcompleted a prompt viaGenerative Language·$0.018robot#e236daskedClaude·$0.026robot#arm-7eran SQL onBigQuery·4 rowsrobot#efd71ran inference onGenerative Language·$0.004robot#arm-47pinned an object toStableupload·4 MBrobot#evx-99ran SQL onBigQuery·$0.06robot#nx-6bqueriedBigQuery·4 rowsrobot#c89a8rented compute onAkash Network·$0.18 / hrrobot#bef8creasoned withQVAC·$0.041robot#evx-43spun up a sandbox onArcium·2 h 14 mrobot#hm-7ccorrected GPS viaGEODNET RTK·$0.32robot#arm-5drented compute onArcium·38 minrobot#b6532scraped a page viaFirecrawl·$0.03robot#bot-53pinned an object toStableupload·$0.012 / GBrobot#arm-07askedChatGPT·8.6k tokensrobot#arm-7flocated viaGEODNET RTK·$0.05robot#e5a9acorrected GPS viaGEODNET RTK·1 fixrobot#bot-2fsearched2Captcha·38 pagesrobot#c96e0ran SQL onBigQuery·$0.06robot#bot-34completed a prompt viaWolfram Alpha·$0.004robot#fdc0bextracted text fromDocument AI·$0.003robot#f4c5elocalized copy viaCloud Translation·$0.002robot#e3bf8uploaded a blob toStableupload·$0.004 / GBrobot#f5207completed a prompt viaClaude·3.4k tokensrobot#droid-6fran inference onClaude·8.6k tokensrobot#droid-84reasoned withChatGPT·$0.018robot#arm-62crawledFirecrawl·$0.11robot#b9729completed a prompt viaGenerative Language·$0.004robot#cam-2creverse-geocoded viaNaver Maps·$0.005robot#evx-91completed a prompt viaChatGPT·3.4k tokensrobot#e9c7apinned an object toStableupload·4 MBrobot#f3721queued a job onAkash Network·$0.18 / hrrobot#arm-46askedClaude·3.4k tokensrobot#adcc5rented compute onAkash Network·$0.96 / hrrobot#evx-20pinned an object toStableupload·2.4 GBrobot#bot-3ecompleted a prompt viaQVAC·$0.026robot#droid-3creasoned withChatGPT·$0.002robot#fb583queued a job onAkash Network·$0.42 / hrrobot#arm-64fetched URL viaExa·$0.01robot#droid-8bgeocoded viaNaver Maps·$0.001robot#bac1faskedGenerative Language·$0.041robot#cam-13askedGenerative Language·$0.004robot#b2eedscraped a page via2Captcha·4 pagesrobot#a8cf4scraped a page viaFirecrawl·$0.11robot#bot-0duploaded a blob toStableupload·120 MBrobot#cam-77fetched URL viaFirecrawl·4 pagesrobot#cam-0ascraped a page viaFirecrawl·12 pagesrobot#nx-3dran inference onQVAC·$0.018robot#bcce8spun up a sandbox onArcium·38 minrobot#arm-1fuploaded a blob toStableupload·$0.001 / MBrobot#ea62bcrawledExa·4 pagesrobot#k9-5caskedWolfram Alpha·1.2k tokensrobot#bot-14searched2Captcha·$0.03robot#f511creasoned withQVAC·$0.004robot#ec349routed viaNaver Maps·1 routerobot#nx-90reasoned withQVAC·$0.041robot#k9-22searchedExa·$0.11robot#e5d96rented compute onArcium·4 minrobot#nx-51queriedBigQuery·240 MB scannedrobot#droid-69askedGenerative Language·$0.041robot#da36easkedWolfram Alpha·1.2k tokensrobot#k9-46fetched URL viaFirecrawl·$0.11robot#k9-45queued a job onAkash Network·2 h 14 mrobot#k9-02analyzed image withDocument AI·4 imagesrobot#bot-12completed a prompt viaChatGPT·8.6k tokensrobot#nx-62routed viaNaver Maps·$0.003robot#dr-1efetched a row fromBigQuery·240 MB scannedrobot#acb99crawledFirecrawl·$0.11robot#droid-88fetched URL via2Captcha·12 pagesrobot#nx-1crented compute onArcium·$0.42 / hrrobot#hm-17uploaded a blob toStableupload·$0.012 / GBrobot#c01c4fetched a row fromBigQuery·$0.14robot#fb8a1pinned an object toStableupload·$0.001 / MBrobot#eaa6ffetched a chunk fromStableupload·$0.004 / GBrobot#hm-3fcorrected GPS viaGEODNET RTK·$0.32robot#evx-64routed viaNaver Maps·4 routesrobot#ef55espun up a sandbox onAkash Network·2 h 14 mrobot#bot-53uploaded a blob toStableupload·120 MBrobot#hm-07translated viaCloud Translation·$0.008robot#bd790rented compute onArcium·$0.42 / hrrobot#hm-17spun up a sandbox onArcium·2 h 14 mrobot#cam-71searchedFirecrawl·$0.06robot#a86d0scraped a page viaExa·12 pagesrobot#bb0e4uploaded a blob toStableupload·2.4 GBrobot#fead6translated viaCloud Translation·1.4k charsrobot#dr-94scraped a page viaExa·$0.11robot#dbc2escraped a page viaExa·$0.06robot#hm-03completed a prompt viaQVAC·$0.004robot#hm-68localized copy viaCloud Translation·8.2k charsrobot#arm-4aran inference onWolfram Alpha·$0.004robot#f5003completed a prompt viaQVAC·8.6k tokensrobot#c4ae8crawledExa·38 pagesrobot#e7035analyzed image withDocument AI·$0.022robot#b555dspun up a sandbox onAkash Network·$0.42 / hrrobot#nx-93ran inference onWolfram Alpha·$0.012robot#bot-5bran inference onQVAC·$0.012robot#cam-3cspun up a sandbox onAkash Network·2 h 14 mrobot#e3e8cfetched URL viaExa·$0.01robot#b53c3fetched URL viaExa·$0.06robot#fdc2acompleted a prompt viaGenerative Language·1.2k tokensrobot#f1f65completed a prompt viaWolfram Alpha·$0.041robot#b6d4areasoned withQVAC·$0.018robot#bot-4baskedWolfram Alpha·$0.018robot#d5213reverse-geocoded viaNaver Maps·$0.001robot#d920dreasoned withQVAC·$0.002robot#droid-29geocoded viaNaver Maps·$0.001robot#evx-14ran inference onClaude·1.2k tokensrobot#bot-09askedWolfram Alpha·$0.041robot#af019routed viaNaver Maps·1 routerobot#droid-5areasoned withClaude·$0.012robot#bac6dfetched RTK fix fromGEODNET RTK·$0.32robot#dr-6bqueued a job onArcium·2 h 14 mrobot#droid-2freasoned withGenerative Language·$0.026robot#arm-12reasoned withClaude·$0.012robot#droid-25translated viaCloud Translation·8.2k charsrobot#bot-53spun up a sandbox onAkash Network·38 minrobot#hm-87ran inference onChatGPT·$0.018robot#droid-89askedClaude·$0.012robot#e785ageocoded viaNaver Maps·$0.003robot#ad240rented compute onAkash Network·$0.96 / hrrobot#droid-87ran inference onQVAC·$0.018robot#hm-57routed viaNaver Maps·$0.001robot#dr-48spun up a sandbox onArcium·$0.42 / hrrobot#k9-14queriedBigQuery·240 MB scannedrobot#cam-43detected objects viaDocument AI·$0.014robot#da074queriedBigQuery·240 MB scannedrobot#cam-0eaggregated rows viaBigQuery·$0.005 / GBrobot#dr-3fcompleted a prompt viaWolfram Alpha·$0.012robot#ce70cpinned an object toStableupload·4 MBrobot#a586bspun up a sandbox onArcium·$0.42 / hrrobot#e458dqueriedBigQuery·240 MB scannedrobot#ca100spun up a sandbox onAkash Network·$0.42 / hrrobot#bot-6frented compute onArcium·$0.18 / hrrobot#nx-5acompleted a prompt viaQVAC·$0.012robot#nx-20ran OCR viaDocument AI·$0.014robot#evx-68completed a prompt viaQVAC·1.2k tokensrobot#f2eb6fetched a chunk fromStableupload·$0.004 / GBrobot#cam-7fcompleted a prompt viaClaude·3.4k tokensrobot#evx-66localized copy viaCloud Translation·$0.002robot#bot-98queued a job onArcium·2 h 14 mrobot#arm-5ffetched a chunk fromStableupload·4 MBrobot#fe8dbreasoned withQVAC·$0.018robot#f05e3reasoned withClaude·$0.012robot#b1a33rented compute onArcium·$0.18 / hrrobot#k9-06queriedBigQuery·12k rowsrobot#fca48scraped a page via2Captcha·12 pagesrobot#f9a0fcrawled2Captcha·38 pagesrobot#dr-4bspun up a sandbox onAkash Network·$0.96 / hrrobot#f65fbfetched URL via2Captcha·4 pagesrobot#b4d14scraped a page viaFirecrawl·12 pagesrobot#arm-5dcompleted a prompt viaGenerative Language·$0.018robot#e236daskedClaude·$0.026robot#arm-7eran SQL onBigQuery·4 rowsrobot#efd71ran inference onGenerative Language·$0.004robot#arm-47pinned an object toStableupload·4 MBrobot#evx-99ran SQL onBigQuery·$0.06robot#nx-6bqueriedBigQuery·4 rowsrobot#c89a8rented compute onAkash Network·$0.18 / hrrobot#bef8creasoned withQVAC·$0.041robot#evx-43spun up a sandbox onArcium·2 h 14 mrobot#hm-7ccorrected GPS viaGEODNET RTK·$0.32robot#arm-5drented compute onArcium·38 minrobot#b6532scraped a page viaFirecrawl·$0.03robot#bot-53pinned an object toStableupload·$0.012 / GBrobot#arm-07askedChatGPT·8.6k tokensrobot#arm-7flocated viaGEODNET RTK·$0.05robot#e5a9acorrected GPS viaGEODNET RTK·1 fixrobot#bot-2fsearched2Captcha·38 pagesrobot#c96e0ran SQL onBigQuery·$0.06robot#bot-34completed a prompt viaWolfram Alpha·$0.004robot#fdc0bextracted text fromDocument AI·$0.003robot#f4c5elocalized copy viaCloud Translation·$0.002robot#e3bf8uploaded a blob toStableupload·$0.004 / GBrobot#f5207completed a prompt viaClaude·3.4k tokensrobot#droid-6fran inference onClaude·8.6k tokensrobot#droid-84reasoned withChatGPT·$0.018robot#arm-62crawledFirecrawl·$0.11robot#b9729completed a prompt viaGenerative Language·$0.004robot#cam-2creverse-geocoded viaNaver Maps·$0.005robot#evx-91completed a prompt viaChatGPT·3.4k tokensrobot#e9c7apinned an object toStableupload·4 MBrobot#f3721queued a job onAkash Network·$0.18 / hrrobot#arm-46askedClaude·3.4k tokensrobot#adcc5rented compute onAkash Network·$0.96 / hrrobot#evx-20pinned an object toStableupload·2.4 GBrobot#bot-3ecompleted a prompt viaQVAC·$0.026robot#droid-3creasoned withChatGPT·$0.002robot#fb583queued a job onAkash Network·$0.42 / hrrobot#arm-64fetched URL viaExa·$0.01robot#droid-8bgeocoded viaNaver Maps·$0.001robot#bac1faskedGenerative Language·$0.041robot#cam-13askedGenerative Language·$0.004robot#b2eedscraped a page via2Captcha·4 pagesrobot#a8cf4scraped a page viaFirecrawl·$0.11robot#bot-0duploaded a blob toStableupload·120 MBrobot#cam-77fetched URL viaFirecrawl·4 pagesrobot#cam-0ascraped a page viaFirecrawl·12 pagesrobot#nx-3dran inference onQVAC·$0.018robot#bcce8spun up a sandbox onArcium·38 minrobot#arm-1fuploaded a blob toStableupload·$0.001 / MBrobot#ea62bcrawledExa·4 pagesrobot#k9-5caskedWolfram Alpha·1.2k tokensrobot#bot-14searched2Captcha·$0.03robot#f511creasoned withQVAC·$0.004robot#ec349routed viaNaver Maps·1 routerobot#nx-90reasoned withQVAC·$0.041robot#k9-22searchedExa·$0.11robot#e5d96rented compute onArcium·4 minrobot#nx-51queriedBigQuery·240 MB scannedrobot#droid-69askedGenerative Language·$0.041robot#da36easkedWolfram Alpha·1.2k tokensrobot#k9-46fetched URL viaFirecrawl·$0.11robot#k9-45queued a job onAkash Network·2 h 14 mrobot#k9-02analyzed image withDocument AI·4 imagesrobot#bot-12completed a prompt viaChatGPT·8.6k tokensrobot#nx-62routed viaNaver Maps·$0.003robot#dr-1efetched a row fromBigQuery·240 MB scannedrobot#acb99crawledFirecrawl·$0.11robot#droid-88fetched URL via2Captcha·12 pagesrobot#nx-1crented compute onArcium·$0.42 / hrrobot#hm-17uploaded a blob toStableupload·$0.012 / GBrobot#c01c4fetched a row fromBigQuery·$0.14robot#fb8a1pinned an object toStableupload·$0.001 / MBrobot#eaa6ffetched a chunk fromStableupload·$0.004 / GBrobot#hm-3fcorrected GPS viaGEODNET RTK·$0.32robot#evx-64routed viaNaver Maps·4 routesrobot#ef55espun up a sandbox onAkash Network·2 h 14 mrobot#bot-53uploaded a blob toStableupload·120 MBrobot#hm-07translated viaCloud Translation·$0.008robot#bd790rented compute onArcium·$0.42 / hrrobot#hm-17spun up a sandbox onArcium·2 h 14 mrobot#cam-71searchedFirecrawl·$0.06robot#a86d0scraped a page viaExa·12 pagesrobot#bb0e4uploaded a blob toStableupload·2.4 GBrobot#fead6translated viaCloud Translation·1.4k charsrobot#dr-94scraped a page viaExa·$0.11robot#dbc2escraped a page viaExa·$0.06robot#hm-03completed a prompt viaQVAC·$0.004robot#hm-68localized copy viaCloud Translation·8.2k charsrobot#arm-4aran inference onWolfram Alpha·$0.004robot#f5003completed a prompt viaQVAC·8.6k tokensrobot#c4ae8crawledExa·38 pagesrobot#e7035analyzed image withDocument AI·$0.022robot#b555dspun up a sandbox onAkash Network·$0.42 / hrrobot#nx-93ran inference onWolfram Alpha·$0.012robot#bot-5bran inference onQVAC·$0.012robot#cam-3cspun up a sandbox onAkash Network·2 h 14 mrobot#e3e8cfetched URL viaExa·$0.01robot#b53c3fetched URL viaExa·$0.06robot#fdc2acompleted a prompt viaGenerative Language·1.2k tokensrobot#f1f65completed a prompt viaWolfram Alpha·$0.041robot#b6d4areasoned withQVAC·$0.018robot#bot-4baskedWolfram Alpha·$0.018robot#d5213reverse-geocoded viaNaver Maps·$0.001robot#d920dreasoned withQVAC·$0.002robot#droid-29geocoded viaNaver Maps·$0.001robot#evx-14ran inference onClaude·1.2k tokensrobot#bot-09askedWolfram Alpha·$0.041robot#af019routed viaNaver Maps·1 routerobot#droid-5areasoned withClaude·$0.012robot#bac6dfetched RTK fix fromGEODNET RTK·$0.32robot#dr-6bqueued a job onArcium·2 h 14 mrobot#droid-2freasoned withGenerative Language·$0.026robot#arm-12reasoned withClaude·$0.012robot#droid-25translated viaCloud Translation·8.2k charsrobot#bot-53spun up a sandbox onAkash Network·38 minrobot#hm-87ran inference onChatGPT·$0.018robot#droid-89askedClaude·$0.012robot#e785ageocoded viaNaver Maps·$0.003robot#ad240rented compute onAkash Network·$0.96 / hrrobot#droid-87ran inference onQVAC·$0.018robot#hm-57routed viaNaver Maps·$0.001robot#dr-48spun up a sandbox onArcium·$0.42 / hrrobot#k9-14queriedBigQuery·240 MB scannedrobot#cam-43detected objects viaDocument AI·$0.014robot#da074queriedBigQuery·240 MB scannedrobot#cam-0eaggregated rows viaBigQuery·$0.005 / GBrobot#dr-3fcompleted a prompt viaWolfram Alpha·$0.012robot#ce70cpinned an object toStableupload·4 MBrobot#a586bspun up a sandbox onArcium·$0.42 / hrrobot#e458dqueriedBigQuery·240 MB scannedrobot#ca100spun up a sandbox onAkash Network·$0.42 / hrrobot#bot-6frented compute onArcium·$0.18 / hrrobot#nx-5acompleted a prompt viaQVAC·$0.012robot#nx-20ran OCR viaDocument AI·$0.014robot#evx-68completed a prompt viaQVAC·1.2k tokensrobot#f2eb6fetched a chunk fromStableupload·$0.004 / GB
Category
Inference
Network
Avg / request
Operator-defined
Endpoints
2

Service overview

What is QVAC?

QVAC runs private inference through a machine-side HTTP runtime. In peaqOS, the machine registers that runtime endpoint and QVAC becomes a native service for that machine while the endpoint is healthy. A paired Machine Agent can search for QVAC, create an order, execute run-private-inference, and receive an auditable run and outcome record.

How it works

  1. Step 1

    Run the runtime

    Start a QVAC-compatible HTTP server on or near the machine.

  2. Step 2

    Register the endpoint

    Send endpointBaseUrl to peaqOS, with optional authToken, modelAlias, and probePath.

  3. Step 3

    Discover and order

    A paired Machine Agent searches for qvac-private-inference and creates an order for that machine.

  4. Step 4

    Execute inference

    peaqOS calls the registered runtime and stores the order, run, outcome, and audit records.

API surface

2 routes

Endpoints after setup

  • GET/v1/models

    Health and model discovery endpoint used before peaqOS marks QVAC native for the machine.

  • POST/v1/chat/completions

    Runtime execution endpoint called by peaqOS for run-private-inference orders.

FAQ

Questions agents ask about QVAC

  • Does it require manual setup?

    Yes. Follow the provider’s setup docs to run the service’s HTTP runtime on or near the machine, then register that endpoint with peaqOS. Once registered, paired Machine Agents can discover and use it.

  • How does payment work?

    peaqOS does not collect a separate market payment for this runtime path. The operator owns the machine-side runtime and can define commercial terms outside this adapter path. peaqOS still records the order, execution, and audit receipt.

  • How deterministic are responses?

    Depends on the upstream service. Text-generation endpoints expose temperature; deterministic services return the same payload on the same input.

  • What happens if a request fails?

    The machine-side runtime returns its own error response, usually a network or runtime error. peaqOS surfaces it to the agent, which can retry, restart the runtime, or fall back to another option.

Similar services

Install peaqOS, call any service.

Drop the peaqOS skill into your operator runtime and start paying per request for inference, vision, search, navigation and onchain settlement. Bring provider credentials only when a service requires them.

$ npx skills add peaqnetwork/peaq-os-skills
Read the docs