Liverobot#cam-7fcompleted a prompt viaClaude·3.4k tokensrobot#evx-66localized copy viaCloud Translation·$0.002robot#bot-98queued a job onAcurast·2 h 14 mrobot#arm-5fextracted text fromDocument AI·$0.022robot#fe8dbfetched a row fromKorea Public Data·$0.06robot#f05e3reasoned withClaude·$0.012robot#b1a33rented compute onArcium·$0.18 / hrrobot#k9-06ran inference onQVAC·8.6k tokensrobot#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 viaQVAC·$0.018robot#e236dtranslated viaCloud Translation·$0.004robot#arm-7easkedGenerative Language·1.2k tokensrobot#efd71ran inference onQVAC·$0.004robot#arm-47pinned an object toStableupload·4 MBrobot#evx-99askedGenerative Language·$0.012robot#nx-6bran inference onGenerative Language·3.4k tokensrobot#c89a8rented compute onAkash Network·$0.18 / hrrobot#bef8cfetched a row fromKorea Public Data·240 MB scannedrobot#evx-43spun up a sandbox onAcurast·2 h 14 mrobot#hm-7cqueued a job onArcium·4 minrobot#arm-5drented compute onAcurast·38 minrobot#b6532scraped a page viaFirecrawl·$0.03robot#bot-53analyzed image withDocument AI·$0.014robot#arm-07askedChatGPT·8.6k tokensrobot#arm-7fspun up a sandbox onArcium·$0.18 / hrrobot#e5a9aqueued a job onArcium·38 minrobot#bot-2fran inference onChatGPT·3.4k tokensrobot#c96e0askedGenerative Language·$0.012robot#bot-34completed a prompt viaWolfram Alpha·$0.004robot#fdc0bfetched a row fromBigQuery·$0.02robot#f4c5efetched a chunk fromStableupload·$0.004 / GBrobot#e3bf8uploaded a blob toStableupload·$0.004 / GBrobot#f5207localized copy viaCloud Translation·1.4k charsrobot#droid-6fran inference onClaude·8.6k tokensrobot#droid-84reasoned withChatGPT·$0.018robot#arm-62crawled2Captcha·$0.11robot#b9729aggregated rows viaKorea Public Data·$0.005 / GBrobot#cam-2ccorrected GPS viaGEODNET RTK·$0.32robot#evx-91completed a prompt viaClaude·3.4k tokensrobot#e9c7aanalyzed image withDocument AI·1 imagerobot#f3721queued a job onAkash Network·$0.18 / hrrobot#arm-46translated viaCloud Translation·8.2k charsrobot#adcc5rented compute onAkash Network·$0.96 / hrrobot#evx-20analyzed image withDocument AI·4 imagesrobot#bot-3efetched map tile fromNaver Maps·$0.012robot#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#bac1fran SQL onKorea Public Data·240 MB scannedrobot#cam-13askedQVAC·$0.004robot#b2eedcompleted a prompt viaChatGPT·$0.041robot#a8cf4scraped a page viaFirecrawl·$0.11robot#bot-0danalyzed image withDocument AI·1 imagerobot#cam-77fetched URL viaFirecrawl·4 pagesrobot#cam-0ascraped a page viaFirecrawl·12 pagesrobot#nx-3dqueriedKorea Public Data·$0.14robot#bcce8spun up a sandbox onAcurast·38 minrobot#arm-1fanalyzed image withDocument AI·$0.003robot#ea62bcrawledExa·4 pagesrobot#k9-5caskedWolfram Alpha·1.2k tokensrobot#bot-14ran inference onChatGPT·$0.004robot#f511creverse-geocoded viaNaver Maps·$0.003robot#ec349routed viaNaver Maps·1 routerobot#nx-90fetched a row fromKorea Public Data·240 MB scannedrobot#k9-22searchedExa·$0.11robot#e5d96rented compute onAcurast·4 minrobot#nx-51ran inference onGenerative Language·$0.041robot#droid-69askedQVAC·$0.041robot#da36ecrawledFirecrawl·12 pagesrobot#k9-46fetched URL viaFirecrawl·$0.11robot#k9-45queued a job onAkash Network·2 h 14 mrobot#k9-02ran SQL onBigQuery·4 rowsrobot#bot-12completed a prompt viaChatGPT·8.6k tokensrobot#nx-62fetched RTK fix fromGEODNET RTK·$0.18robot#dr-1ereasoned withGenerative Language·$0.041robot#acb99crawledFirecrawl·$0.11robot#droid-88reasoned withChatGPT·1.2k tokensrobot#nx-1crented compute onAcurast·$0.42 / hrrobot#hm-17uploaded a blob toStableupload·$0.012 / GBrobot#c01c4reasoned withGenerative Language·$0.026robot#fb8a1detected objects viaDocument 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Alpha·$0.012robot#bot-5bgeocoded viaNaver Maps·$0.005robot#cam-3cspun up a sandbox onAkash Network·2 h 14 mrobot#e3e8cfetched URL viaExa·$0.01robot#b53c3fetched URL viaExa·$0.06robot#fdc2acompleted a prompt viaQVAC·1.2k tokensrobot#f1f65completed a prompt viaWolfram Alpha·$0.041robot#b6d4afetched a row fromKorea Public Data·$0.06robot#bot-4baskedWolfram Alpha·$0.018robot#d5213reverse-geocoded viaNaver Maps·$0.001robot#d920dreverse-geocoded viaNaver Maps·$0.001robot#droid-29fetched RTK fix fromGEODNET RTK·$0.05robot#evx-14translated viaCloud Translation·1.4k charsrobot#bot-09crawledFirecrawl·4 pagesrobot#af019located viaGEODNET RTK·1 fixrobot#droid-5alocalized copy viaCloud Translation·$0.002robot#bac6drented compute onArcium·$0.96 / hrrobot#dr-6bqueued a job onAcurast·2 h 14 mrobot#droid-2freasoned withQVAC·$0.026robot#arm-12reasoned withClaude·$0.012robot#droid-25uploaded a blob toStableupload·2.4 GBrobot#bot-53spun up a sandbox onAkash Network·38 minrobot#hm-87ran inference onClaude·$0.018robot#droid-89translated viaCloud Translation·$0.002robot#e785afetched RTK fix fromGEODNET RTK·$0.05robot#ad240rented compute onAkash Network·$0.96 / hrrobot#droid-87queriedKorea Public Data·$0.14robot#hm-57located viaGEODNET RTK·$0.05robot#dr-48spun up a sandbox onAcurast·$0.42 / hrrobot#k9-14ran inference onQVAC·$0.041robot#cam-43aggregated rows viaBigQuery·$0.06robot#da074ran inference onGenerative Language·$0.041robot#cam-0ecompleted a prompt viaGenerative Language·$0.004robot#dr-3fcompleted a prompt viaWolfram Alpha·$0.012robot#ce70cdetected objects viaDocument AI·1 imagerobot#a586bspun up a sandbox onAcurast·$0.42 / hrrobot#e458dran inference onGenerative Language·$0.041robot#ca100spun up a sandbox onAkash Network·$0.42 / hrrobot#bot-6frented compute onArcium·$0.18 / hrrobot#nx-5aaggregated rows viaKorea Public Data·$0.06robot#nx-20queriedBigQuery·$0.06robot#evx-68fetched map tile fromNaver Maps·4 routesrobot#f2eb6extracted text fromDocument AI·$0.008robot#cam-7fcompleted a prompt viaClaude·3.4k tokensrobot#evx-66localized copy viaCloud Translation·$0.002robot#bot-98queued a job onAcurast·2 h 14 mrobot#arm-5fextracted text fromDocument AI·$0.022robot#fe8dbfetched a row fromKorea Public Data·$0.06robot#f05e3reasoned withClaude·$0.012robot#b1a33rented compute onArcium·$0.18 / hrrobot#k9-06ran inference onQVAC·8.6k tokensrobot#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 viaQVAC·$0.018robot#e236dtranslated viaCloud Translation·$0.004robot#arm-7easkedGenerative Language·1.2k tokensrobot#efd71ran inference onQVAC·$0.004robot#arm-47pinned an object toStableupload·4 MBrobot#evx-99askedGenerative Language·$0.012robot#nx-6bran inference onGenerative Language·3.4k tokensrobot#c89a8rented compute onAkash Network·$0.18 / hrrobot#bef8cfetched a row fromKorea Public Data·240 MB scannedrobot#evx-43spun up a sandbox onAcurast·2 h 14 mrobot#hm-7cqueued a job onArcium·4 minrobot#arm-5drented compute onAcurast·38 minrobot#b6532scraped a page viaFirecrawl·$0.03robot#bot-53analyzed image withDocument AI·$0.014robot#arm-07askedChatGPT·8.6k tokensrobot#arm-7fspun up a sandbox onArcium·$0.18 / hrrobot#e5a9aqueued a job onArcium·38 minrobot#bot-2fran inference onChatGPT·3.4k tokensrobot#c96e0askedGenerative Language·$0.012robot#bot-34completed a prompt viaWolfram Alpha·$0.004robot#fdc0bfetched a row fromBigQuery·$0.02robot#f4c5efetched a chunk fromStableupload·$0.004 / GBrobot#e3bf8uploaded a blob toStableupload·$0.004 / GBrobot#f5207localized copy viaCloud Translation·1.4k charsrobot#droid-6fran inference onClaude·8.6k tokensrobot#droid-84reasoned withChatGPT·$0.018robot#arm-62crawled2Captcha·$0.11robot#b9729aggregated rows viaKorea Public Data·$0.005 / GBrobot#cam-2ccorrected GPS viaGEODNET RTK·$0.32robot#evx-91completed a prompt viaClaude·3.4k tokensrobot#e9c7aanalyzed image withDocument AI·1 imagerobot#f3721queued a job onAkash Network·$0.18 / hrrobot#arm-46translated viaCloud Translation·8.2k charsrobot#adcc5rented compute onAkash Network·$0.96 / hrrobot#evx-20analyzed image withDocument AI·4 imagesrobot#bot-3efetched map tile fromNaver Maps·$0.012robot#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#bac1fran SQL onKorea Public Data·240 MB scannedrobot#cam-13askedQVAC·$0.004robot#b2eedcompleted a prompt viaChatGPT·$0.041robot#a8cf4scraped a page viaFirecrawl·$0.11robot#bot-0danalyzed image withDocument AI·1 imagerobot#cam-77fetched URL viaFirecrawl·4 pagesrobot#cam-0ascraped a page viaFirecrawl·12 pagesrobot#nx-3dqueriedKorea Public Data·$0.14robot#bcce8spun up a sandbox onAcurast·38 minrobot#arm-1fanalyzed image withDocument AI·$0.003robot#ea62bcrawledExa·4 pagesrobot#k9-5caskedWolfram Alpha·1.2k tokensrobot#bot-14ran inference onChatGPT·$0.004robot#f511creverse-geocoded viaNaver Maps·$0.003robot#ec349routed viaNaver Maps·1 routerobot#nx-90fetched a row fromKorea Public Data·240 MB scannedrobot#k9-22searchedExa·$0.11robot#e5d96rented compute onAcurast·4 minrobot#nx-51ran inference onGenerative Language·$0.041robot#droid-69askedQVAC·$0.041robot#da36ecrawledFirecrawl·12 pagesrobot#k9-46fetched URL viaFirecrawl·$0.11robot#k9-45queued a job onAkash Network·2 h 14 mrobot#k9-02ran SQL onBigQuery·4 rowsrobot#bot-12completed a prompt viaChatGPT·8.6k tokensrobot#nx-62fetched RTK fix fromGEODNET RTK·$0.18robot#dr-1ereasoned withGenerative Language·$0.041robot#acb99crawledFirecrawl·$0.11robot#droid-88reasoned withChatGPT·1.2k tokensrobot#nx-1crented compute onAcurast·$0.42 / hrrobot#hm-17uploaded a blob toStableupload·$0.012 / GBrobot#c01c4reasoned withGenerative Language·$0.026robot#fb8a1detected objects viaDocument AI·$0.003robot#eaa6fextracted text fromDocument AI·$0.008robot#hm-3fqueued a job onArcium·4 minrobot#evx-64routed viaNaver Maps·4 routesrobot#ef55espun up a sandbox onAkash Network·2 h 14 mrobot#bot-53ran OCR viaDocument AI·4 imagesrobot#hm-07translated viaCloud Translation·$0.008robot#bd790rented compute onAcurast·$0.42 / hrrobot#hm-17spun up a sandbox onAcurast·2 h 14 mrobot#cam-71searched2Captcha·$0.06robot#a86d0completed a prompt viaWolfram Alpha·3.4k tokensrobot#bb0e4ran OCR viaDocument AI·12 imagesrobot#fead6uploaded a blob toStableupload·120 MBrobot#dr-94scraped a page viaExa·$0.11robot#dbc2escraped a page viaExa·$0.06robot#hm-03aggregated rows viaKorea Public Data·$0.02robot#hm-68pinned an object toStableupload·2.4 GBrobot#arm-4aran inference onWolfram Alpha·$0.004robot#f5003aggregated rows viaKorea Public Data·12k rowsrobot#c4ae8crawledExa·38 pagesrobot#e7035ran SQL onBigQuery·$0.14robot#b555dspun up a sandbox onAkash Network·$0.42 / hrrobot#nx-93ran inference onWolfram Alpha·$0.012robot#bot-5bgeocoded viaNaver Maps·$0.005robot#cam-3cspun up a sandbox onAkash Network·2 h 14 mrobot#e3e8cfetched URL viaExa·$0.01robot#b53c3fetched URL viaExa·$0.06robot#fdc2acompleted a prompt viaQVAC·1.2k tokensrobot#f1f65completed a prompt viaWolfram Alpha·$0.041robot#b6d4afetched a row fromKorea Public Data·$0.06robot#bot-4baskedWolfram Alpha·$0.018robot#d5213reverse-geocoded viaNaver Maps·$0.001robot#d920dreverse-geocoded viaNaver Maps·$0.001robot#droid-29fetched RTK fix fromGEODNET RTK·$0.05robot#evx-14translated viaCloud Translation·1.4k charsrobot#bot-09crawledFirecrawl·4 pagesrobot#af019located viaGEODNET RTK·1 fixrobot#droid-5alocalized copy viaCloud Translation·$0.002robot#bac6drented compute onArcium·$0.96 / hrrobot#dr-6bqueued a job onAcurast·2 h 14 mrobot#droid-2freasoned withQVAC·$0.026robot#arm-12reasoned withClaude·$0.012robot#droid-25uploaded a blob toStableupload·2.4 GBrobot#bot-53spun up a sandbox onAkash Network·38 minrobot#hm-87ran inference onClaude·$0.018robot#droid-89translated viaCloud Translation·$0.002robot#e785afetched RTK fix fromGEODNET RTK·$0.05robot#ad240rented compute onAkash Network·$0.96 / hrrobot#droid-87queriedKorea Public Data·$0.14robot#hm-57located viaGEODNET RTK·$0.05robot#dr-48spun up a sandbox onAcurast·$0.42 / hrrobot#k9-14ran inference onQVAC·$0.041robot#cam-43aggregated rows viaBigQuery·$0.06robot#da074ran inference onGenerative Language·$0.041robot#cam-0ecompleted a prompt viaGenerative Language·$0.004robot#dr-3fcompleted a prompt viaWolfram Alpha·$0.012robot#ce70cdetected objects viaDocument AI·1 imagerobot#a586bspun up a sandbox onAcurast·$0.42 / hrrobot#e458dran inference onGenerative Language·$0.041robot#ca100spun up a sandbox onAkash Network·$0.42 / hrrobot#bot-6frented compute onArcium·$0.18 / hrrobot#nx-5aaggregated rows viaKorea Public Data·$0.06robot#nx-20queriedBigQuery·$0.06robot#evx-68fetched map tile fromNaver Maps·4 routesrobot#f2eb6extracted text fromDocument AI·$0.008
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