Liverobot#cam-7fcompleted a prompt viaChatGPT·3.4k tokensrobot#evx-66completed a prompt viaClaude·$0.012robot#bot-98corrected GPS viaGEODNET RTK·8 fixesrobot#arm-5ffetched a chunk fromStableupload·4 MBrobot#fe8dbreasoned withGenerative Language·$0.018robot#f05e3reasoned withChatGPT·$0.012robot#b1a33fetched RTK fix fromGEODNET RTK·$0.05robot#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-5daggregated rows viaBigQuery·$0.14robot#e236daskedClaude·$0.026robot#arm-7eran SQL onBigQuery·4 rowsrobot#efd71queriedBigQuery·$0.02robot#arm-47translated viaCloud Translation·$0.008robot#evx-99ran SQL onBigQuery·$0.06robot#nx-6bran OCR viaDocument AI·4 imagesrobot#c89a8rented compute onAkash Network·$0.18 / hrrobot#bef8creasoned withGenerative Language·$0.041robot#evx-43located viaGEODNET RTK·8 fixesrobot#hm-7creverse-geocoded viaNaver Maps·$0.012robot#arm-5dfetched RTK fix fromGEODNET RTK·1 fixrobot#b6532scraped a page viaFirecrawl·$0.03robot#bot-53pinned an object toStableupload·$0.012 / GBrobot#arm-07askedChatGPT·8.6k tokensrobot#arm-7frouted viaNaver Maps·$0.003robot#e5a9areverse-geocoded viaNaver Maps·4 routesrobot#bot-2fsearched2Captcha·38 pagesrobot#c96e0analyzed image withDocument AI·$0.008robot#bot-34completed a prompt viaWolfram Alpha·$0.004robot#fdc0bextracted text fromDocument AI·$0.003robot#f4c5elocalized copy viaCloud Translation·$0.002robot#e3bf8translated viaCloud Translation·$0.002robot#f5207completed a prompt viaClaude·3.4k tokensrobot#droid-6fran inference onChatGPT·8.6k tokensrobot#droid-84reasoned withChatGPT·$0.018robot#arm-62crawledFirecrawl·$0.11robot#b9729completed a prompt viaGenerative Language·$0.004robot#cam-2creasoned withQVAC·$0.018robot#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-20translated viaCloud Translation·8.2k charsrobot#bot-3ecompleted a prompt viaGenerative Language·$0.026robot#droid-3cfetched URL via2Captcha·$0.01robot#fb583queued a job onAkash Network·$0.42 / hrrobot#arm-64fetched URL viaExa·$0.01robot#droid-8bran inference onQVAC·$0.002robot#bac1faskedGenerative Language·$0.041robot#cam-13ran SQL onBigQuery·$0.02robot#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 onGenerative Language·$0.018robot#bcce8located viaGEODNET RTK·1 fixrobot#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#ec349askedQVAC·1.2k tokensrobot#nx-90reasoned withGenerative Language·$0.041robot#k9-22searchedExa·$0.11robot#e5d96fetched RTK fix fromGEODNET RTK·1 fixrobot#nx-51queriedBigQuery·240 MB scannedrobot#droid-69ran SQL onBigQuery·240 MB scannedrobot#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-62askedQVAC·$0.004robot#dr-1eextracted text fromDocument AI·1 imagerobot#acb99crawledFirecrawl·$0.11robot#droid-88fetched URL via2Captcha·12 pagesrobot#nx-1cfetched RTK fix fromGEODNET RTK·$0.18robot#hm-17translated viaCloud Translation·$0.004robot#c01c4fetched a row fromBigQuery·$0.14robot#fb8a1pinned an object toStableupload·$0.001 / MBrobot#eaa6ffetched a chunk fromStableupload·$0.004 / GBrobot#hm-3freverse-geocoded viaNaver Maps·$0.012robot#evx-64askedQVAC·3.4k tokensrobot#ef55espun up a sandbox onAkash Network·2 h 14 mrobot#bot-53uploaded a blob toStableupload·120 MBrobot#hm-07ran inference onClaude·$0.026robot#bd790fetched RTK fix fromGEODNET RTK·$0.18robot#hm-17located viaGEODNET RTK·8 fixesrobot#cam-71searchedFirecrawl·$0.06robot#a86d0scraped a page viaExa·12 pagesrobot#bb0e4translated viaCloud Translation·8.2k charsrobot#fead6translated viaCloud Translation·1.4k charsrobot#dr-94scraped a page viaExa·$0.11robot#dbc2escraped a page viaExa·$0.06robot#hm-03completed a prompt viaGenerative Language·$0.004robot#hm-68completed a prompt viaClaude·3.4k tokensrobot#arm-4aran inference onWolfram Alpha·$0.004robot#f5003completed a prompt viaGenerative Language·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 onGenerative Language·$0.012robot#cam-3cspun up a sandbox onAkash Network·2 h 14 mrobot#e3e8cfetched URL viaExa·$0.01robot#b53c3fetched URL viaExa·$0.06robot#fdc2aaggregated rows viaBigQuery·1.2 GB scannedrobot#f1f65completed a prompt viaWolfram Alpha·$0.041robot#b6d4areasoned withGenerative Language·$0.018robot#bot-4baskedWolfram Alpha·$0.018robot#d5213reasoned withQVAC·$0.004robot#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#bac6drouted viaNaver Maps·$0.005robot#dr-6bcorrected GPS viaGEODNET RTK·8 fixesrobot#droid-2ffetched a row fromBigQuery·240 MB scannedrobot#arm-12reasoned withChatGPT·$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#e785aran inference onQVAC·$0.004robot#ad240rented compute onAkash Network·$0.96 / hrrobot#droid-87ran inference onGenerative Language·$0.018robot#hm-57routed viaNaver Maps·$0.001robot#dr-48located viaGEODNET RTK·$0.18robot#k9-14queriedBigQuery·240 MB scannedrobot#cam-43pinned an object toStableupload·$0.004 / GBrobot#da074ran OCR viaDocument AI·1 imagerobot#cam-0edetected objects viaDocument AI·$0.003robot#dr-3fcompleted a prompt viaWolfram Alpha·$0.012robot#ce70cpinned an object toStableupload·4 MBrobot#a586blocated viaGEODNET RTK·$0.18robot#e458dran OCR viaDocument AI·$0.022robot#ca100spun up a sandbox onAkash Network·$0.42 / hrrobot#bot-6ffetched RTK fix fromGEODNET RTK·$0.05robot#nx-5acompleted a prompt viaGenerative Language·$0.012robot#nx-20uploaded a blob toStableupload·$0.004 / GBrobot#evx-68completed a prompt viaQVAC·1.2k tokensrobot#f2eb6fetched a chunk fromStableupload·$0.004 / GBrobot#cam-7fcompleted a prompt viaChatGPT·3.4k tokensrobot#evx-66completed a prompt viaClaude·$0.012robot#bot-98corrected GPS viaGEODNET RTK·8 fixesrobot#arm-5ffetched a chunk fromStableupload·4 MBrobot#fe8dbreasoned withGenerative Language·$0.018robot#f05e3reasoned withChatGPT·$0.012robot#b1a33fetched RTK fix fromGEODNET RTK·$0.05robot#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-5daggregated rows viaBigQuery·$0.14robot#e236daskedClaude·$0.026robot#arm-7eran SQL onBigQuery·4 rowsrobot#efd71queriedBigQuery·$0.02robot#arm-47translated viaCloud Translation·$0.008robot#evx-99ran SQL onBigQuery·$0.06robot#nx-6bran OCR viaDocument AI·4 imagesrobot#c89a8rented compute onAkash Network·$0.18 / hrrobot#bef8creasoned withGenerative Language·$0.041robot#evx-43located viaGEODNET RTK·8 fixesrobot#hm-7creverse-geocoded viaNaver Maps·$0.012robot#arm-5dfetched RTK fix fromGEODNET RTK·1 fixrobot#b6532scraped a page viaFirecrawl·$0.03robot#bot-53pinned an object toStableupload·$0.012 / GBrobot#arm-07askedChatGPT·8.6k tokensrobot#arm-7frouted viaNaver Maps·$0.003robot#e5a9areverse-geocoded viaNaver Maps·4 routesrobot#bot-2fsearched2Captcha·38 pagesrobot#c96e0analyzed image withDocument AI·$0.008robot#bot-34completed a prompt viaWolfram Alpha·$0.004robot#fdc0bextracted text fromDocument AI·$0.003robot#f4c5elocalized copy viaCloud Translation·$0.002robot#e3bf8translated viaCloud Translation·$0.002robot#f5207completed a prompt viaClaude·3.4k tokensrobot#droid-6fran inference onChatGPT·8.6k tokensrobot#droid-84reasoned withChatGPT·$0.018robot#arm-62crawledFirecrawl·$0.11robot#b9729completed a prompt viaGenerative Language·$0.004robot#cam-2creasoned withQVAC·$0.018robot#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-20translated viaCloud Translation·8.2k charsrobot#bot-3ecompleted a prompt viaGenerative Language·$0.026robot#droid-3cfetched URL via2Captcha·$0.01robot#fb583queued a job onAkash Network·$0.42 / hrrobot#arm-64fetched URL viaExa·$0.01robot#droid-8bran inference onQVAC·$0.002robot#bac1faskedGenerative Language·$0.041robot#cam-13ran SQL onBigQuery·$0.02robot#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 onGenerative Language·$0.018robot#bcce8located viaGEODNET RTK·1 fixrobot#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#ec349askedQVAC·1.2k tokensrobot#nx-90reasoned withGenerative Language·$0.041robot#k9-22searchedExa·$0.11robot#e5d96fetched RTK fix fromGEODNET RTK·1 fixrobot#nx-51queriedBigQuery·240 MB scannedrobot#droid-69ran SQL onBigQuery·240 MB scannedrobot#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-62askedQVAC·$0.004robot#dr-1eextracted text fromDocument AI·1 imagerobot#acb99crawledFirecrawl·$0.11robot#droid-88fetched URL via2Captcha·12 pagesrobot#nx-1cfetched RTK fix fromGEODNET RTK·$0.18robot#hm-17translated viaCloud Translation·$0.004robot#c01c4fetched a row fromBigQuery·$0.14robot#fb8a1pinned an object toStableupload·$0.001 / MBrobot#eaa6ffetched a chunk fromStableupload·$0.004 / GBrobot#hm-3freverse-geocoded viaNaver Maps·$0.012robot#evx-64askedQVAC·3.4k tokensrobot#ef55espun up a sandbox onAkash Network·2 h 14 mrobot#bot-53uploaded a blob toStableupload·120 MBrobot#hm-07ran inference onClaude·$0.026robot#bd790fetched RTK fix fromGEODNET RTK·$0.18robot#hm-17located viaGEODNET RTK·8 fixesrobot#cam-71searchedFirecrawl·$0.06robot#a86d0scraped a page viaExa·12 pagesrobot#bb0e4translated viaCloud Translation·8.2k charsrobot#fead6translated viaCloud Translation·1.4k charsrobot#dr-94scraped a page viaExa·$0.11robot#dbc2escraped a page viaExa·$0.06robot#hm-03completed a prompt viaGenerative Language·$0.004robot#hm-68completed a prompt viaClaude·3.4k tokensrobot#arm-4aran inference onWolfram Alpha·$0.004robot#f5003completed a prompt viaGenerative Language·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 onGenerative Language·$0.012robot#cam-3cspun up a sandbox onAkash Network·2 h 14 mrobot#e3e8cfetched URL viaExa·$0.01robot#b53c3fetched URL viaExa·$0.06robot#fdc2aaggregated rows viaBigQuery·1.2 GB scannedrobot#f1f65completed a prompt viaWolfram Alpha·$0.041robot#b6d4areasoned withGenerative Language·$0.018robot#bot-4baskedWolfram Alpha·$0.018robot#d5213reasoned withQVAC·$0.004robot#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#bac6drouted viaNaver Maps·$0.005robot#dr-6bcorrected GPS viaGEODNET RTK·8 fixesrobot#droid-2ffetched a row fromBigQuery·240 MB scannedrobot#arm-12reasoned withChatGPT·$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#e785aran inference onQVAC·$0.004robot#ad240rented compute onAkash Network·$0.96 / hrrobot#droid-87ran inference onGenerative Language·$0.018robot#hm-57routed viaNaver Maps·$0.001robot#dr-48located viaGEODNET RTK·$0.18robot#k9-14queriedBigQuery·240 MB scannedrobot#cam-43pinned an object toStableupload·$0.004 / GBrobot#da074ran OCR viaDocument AI·1 imagerobot#cam-0edetected objects viaDocument AI·$0.003robot#dr-3fcompleted a prompt viaWolfram Alpha·$0.012robot#ce70cpinned an object toStableupload·4 MBrobot#a586blocated viaGEODNET RTK·$0.18robot#e458dran OCR viaDocument AI·$0.022robot#ca100spun up a sandbox onAkash Network·$0.42 / hrrobot#bot-6ffetched RTK fix fromGEODNET RTK·$0.05robot#nx-5acompleted a prompt viaGenerative Language·$0.012robot#nx-20uploaded a blob toStableupload·$0.004 / GBrobot#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