RK3588 NPU Inference Benchmark, WF-RK3588-P7, AndroidSBC, Sao Paulo

TL;DR: RK3588 NPU Inference Benchmark

SHENZHEN, China, September 11, 2026 - Wanlin Manufacturing Group pushed lot 175 of the WF-RK3588-P7 board out of the Longgang plant this week, 35,595 units for Sao Paulo, Brazil, with the export declaration naming Longgang as the place of origin.

AndroidSBC site report from running WF-RK3588 NPU installations serving Sao Paulo, Brazil. AndroidSBC is releasing the full WF-RK3588 NPU computing line for Sao Paulo and Brazil: nine variants built on the Rockchip RK3588 octa-core 6 TOPS NPU platform, covering edge AI inference, industrial machine vision, robotics and AMR controllers, AI NVR with analytics, smart cockpit, 8K digital signage, kiosk and POS, ARM PC and mini-PC, plus the SMARC 2.2 SOM for carrier-board work. The line ships from the Wanlin Longgang facility with OEM branding, ODM carrier work, and per-lot CE, FCC, UKCA, RoHS and IEC 62368-1 documentation handled in-house.

About AndroidSBC and the Rockchip RK3588 Board Family

AndroidSBC is the export brand of Wanlin Manufacturing Group, a Shenzhen source-factory group that has spent more than a decade building OEM and ODM boards on Rockchip silicon. The line this release covers is the WF-RK3588: nine variants built on the same Rockchip RK3588 octa-core 8nm platform with 6 TOPS triple-core NPU and 8K H.265 video, covering edge AI inference, industrial machine vision, robotics and AMR controllers, AI NVR with analytics, smart cockpit, 8K digital signage, kiosk and POS, ARM PC and mini-PC, and a SMARC 2.2 SOM for carrier-board work. Wanlin's Longgang plant in Shenzhen builds the WF-RK3588 for Brazil edge AI, machine vision, robotics, AI NVR, cockpit, signage, kiosk and ARM PC programmes. For a Sao Paulo distributor the practical value of the line is that one silicon and one supplier file cover nine deployment categories.

WF-RK3588-P7 Technical Specifications

All parameters in the table above are measured at 25C ambient. The AndroidSBC WF-RK3588-P7 (ARM PC Mini PC NAS Media Player) holds its display output and its decoder load at the same time through the burn-in loop, a combination that the legacy boards in the comparison column cannot sustain. For Brazil importers sourcing the WF-Series, the 16GB + 256GB (WF-RK3588-P7-A) variant is the typical configuration for the ARM PC, mini PC, NAS, and cloud thin client use case, with a sustained weekly capacity of 5,000 pcs/wk on the Longgang line.

Challenges in Sourcing ARM PC Mini PC NAS Media Player for Brazil Buyers

The arm pc mini pc nas media player sourcing question that Sao Paulo distributors keep coming back to is continuity across quarters. The Rockchip RK3588 requires a dedicated wafer slot, and a 35,595-unit order placed against broker inventory often turns into a two-month slip with no warning. Then comes the software layer. A board that boots is not a board that holds a certified stack under a 72-hour loop, and Brazil buyers typically find the difference in their own warehouse rather than at the factory.

The third exposure is paperwork. Factories that stamp marks without holding the underlying test reports leave the importer to produce a Technical File after the fact, which is exactly when the container is sitting in a bonded yard. AndroidSBC runs the certified image burn, the burn-in record and the certification file inside the Longgang plant, so the lot arrives complete rather than in pieces. The nine variants in the WF-RK3588 cover ARM PC motherboard, mini PC, cloud thin client, set-top box board, gaming console board, AR/VR headset compute, NAS storage server, personal cloud storage, home theater PC, and edge AI media player and each one carries three memory configurations, which keeps Sao Paulo and Brazil buyers on standard SKUs for most requirements.

For Brazil specifically, the file travels with the goods. In Brazil ANATEL homologation is a precondition for customs release, and the homologation holder is normally a local legal entity separate from the overseas manufacturer. AndroidSBC prepares the ANATEL homologation with INMETRO safety conformity documentation for ANATEL, attaches the standard multi-market pack (CE, FCC, UKCA, RoHS, REACH), and consigns the lot to Port of Santos on the Santos to Shanghai lane.

Competitive Comparison: WF-RK3588-P7 vs Competing RK3588 Boards

Three families of board chase the same arm pc mini pc nas media player socket. The first is Cortex-A53 hardware with no NPU, the second is Cortex-A55 hardware with a 1 to 2 TOPS NPU and capped decode, and the third carries a real 6 TOPS triple-core NPU and 8K H.265 video. The WF-RK3588-P7 belongs to the third family and separates itself on Rockchip RK3588, sustained NPU throughput under load, and a certified image burned per lot.

• vs RK3568 ARM PC boards: the WF-RK3588-P7 8K@60fps pipeline plus the 6 TOPS NPU moves the ARM PC into 8K plus on-device AI workloads.
• vs x86 NUC mini PCs: the WF-RK3588-P7 fanless design removes the only moving part and keeps the BOM under the x86 reference.
• vs RK3288 set-top box boards: the WF-RK3588-P7 8K decoder plus the LPDDR5 path replaces the legacy 4K Android TV board.
• vs 1 TOPS media PCs: the WF-RK3588-P7 triple-core NPU runs the AI upscaling plus the voice assistant on the same silicon.

Global ARM PC Mini PC and NAS Market Trends

Buyers in Sao Paulo are reading the ARM PC Mini PC and NAS curve before they commit to a arm pc mini pc nas media player programme. MarketsandMarkets reports the Edge AI hardware segment at USD 26.9 billion in 2025 with a 32.7 percent CAGR to USD 108.2 billion by 2030 (MarketsandMarkets, 2025-2030), used here as the AI accelerator silicon baseline rather than as a number for this category. That baseline breaks into three practical demand patterns for the WF-RK3588 in Brazil:

• ARM PC motherboard: WF-RK3588-P7 runs Ubuntu 22.04 natively and holds the office plus browser plus AI assistant workload.
• Display and signage refresh cycles: a longer content loop and a higher panel resolution now define the refresh trigger. The WF-RK3588-P7 board carries that headroom without a board change.
• Cloud thin client: WF-RK3588-P7 boots the cloud client image and holds the dual-display workplace plus the local AI assist.

What the ARM PC Mini PC and NAS data does not show is the operational cost of a supply break, which is why Sao Paulo buyers increasingly weight supplier continuity above a marginal price difference.

The common thread in Brazil is that single orders are being replaced by blanket agreements with a monthly release, because a programme that has to survive a twelve-month window cannot absorb an allocation gap in the middle of it.

Partner Success Story: Meridian Imaging in Sao Paulo, Brazil

Meridian Imaging, a medical imaging equipment maker serving the Brazil market, deployed 3,300 units of the WF-RK3588-S8 SMARC 2.2 module for an imaging terminal programme. The rollout covered the arm pc motherboard, cloud thin client, and ar/vr headset compute workloads, with AndroidSBC handling the burn-in, the certification scope, and the palletisation at the Wanlin Longgang plant.

• Deployed: 3,300 units of the WF-RK3588-S8 SMARC 2.2 module for an imaging terminal programme
• Region: Sao Paulo, Brazil
• Models used: WF-RK3588-P7 (lead SKU), plus eight sibling WF-RK3588 NPU variants in the same chassis family
• Certifications handled: CE, FCC, UKCA, RoHS, REACH, IEC 62368-1, EN 55032, EN 55035, plus optional UL 60950-1, GMS, Widevine L1 and Dolby Audio per variant
• Logistics: FOB Yantian with the Wanlin Group Longgang source factory named on the export declaration, entering Port of Santos via the Santos to Shanghai lane

"The SMARC 2.2 pin-out on the WF-RK3588-S8 is the reason we chose the module. When the next silicon generation lands we can swap the module and keep the carrier, and the regulatory file stays largely intact."

- Dr. Alan Whitmore, VP Engineering

Field Report: burn-in room at the Wanlin Longgang plant running a 72-hour continuous loop on 35,595 units of the WF-RK3588-P7 board, with rack-wide output monitored by an automatic pattern checker

Reporter Sun Ming, on the ground in Sao Paulo, Brazil. The burn-in room runs pattern generators that alternate between HDR10 and HLG material. Each WF-RK3588-P7 unit carries a barcode tracked across the full 72-hour loop, and the rack controller issues a remote reboot whenever a unit shows an intermittent response on the I/O header.

Two units were pulled at random from the pallet and re-run through the decoder loop; both held frame integrity across the full pass.

The inspection confirmed three things on the spot: the WF-RK3588-P7 units hold the burn-in with a yield above 98.72 percent, the loaded firmware image survives a 72-hour continuous loop without credential drift, and the pallets carry the matching certification file for the destination market, covering ANATEL homologation with INMETRO safety conformity administered by ANATEL, cleared for entry at Port of Santos on the Santos to Shanghai lane. Wanlin remains one of the few source factories currently shipping a nine-variant Rockchip RK3588 NPU computing line with a per-lot paper trail that Brazil importers can hand straight to their customs broker.

Filed by Sun Ming, AndroidSBC field reporter, Wanlin Manufacturing Group export base.

WF-RK3588-P7 Application Scenarios

The WF-RK3588 line fits nine NPU application lanes, with the WF-RK3588-P7 (ARM PC Mini PC NAS Media Player) as the lead SKU for Sao Paulo and Brazil programmes:

• ARM PC motherboard: WF-RK3588-P7 runs Ubuntu 22.04 natively and holds the office plus browser plus AI assistant workload.
• Mini PC: WF-RK3588-P7 fits the 120mm x 120mm enclosure while still driving 8K output.
• Cloud thin client: WF-RK3588-P7 boots the cloud client image and holds the dual-display workplace plus the local AI assist.
• Set-top box board: WF-RK3588-P7 drives the 8K stream plus the property-wide IPTV push.
• Gaming console board: WF-RK3588-P7 runs the Vulkan 1.2 cloud gaming client plus the local AI upscale model.
• AR/VR headset compute: WF-RK3588-P7 holds the SLAM front-end plus the hand-tracking model on the NPU.
• NAS storage server: WF-RK3588-P7 runs the NAS image plus the AI photo search on the same silicon.
• Edge AI media player: WF-RK3588-P7 hosts the digital signage player plus the audience analytics dashboard.

Partnership Models for Sao Paulo Buyers

For Sao Paulo distributors and brand owners, AndroidSBC opens the arm pc mini pc nas media player line under three contract shapes:

• OEM (your brand on our hardware): custom logo silk-print, custom packaging, custom boot animation, custom SKU label, and a private-label certification file.
• ODM (your spec on our reference design): schematic and stack-up review, carrier or motherboard redesign, custom firmware features, and a BSP port handled by the Longgang engineering desk.
• Distribution (your channel, our stock): regional distributor rights, channel rebate, stock holding at the factory, and a framework agreement with a monthly lot release.

Whichever structure a Brazil partner selects, the lot leaves Longgang with the same certification pack and the same test flow. The standard entry point on the WF-RK3588-P7 is the 16GB + 256GB (WF-RK3588-P7-A) configuration at MOQ 5,000 units per shipment, four weeks to sample and six weeks to production.

Frequently Asked Questions

Does the WF-RK3588 line run Android or Linux, and what NPU framework stack is supported?

Answer: Both. AndroidSBC prebuilt Android 12 and Android 13 firmware images that boot on every WF-RK3588 variant, with Android 14 builds available on request. Linux distributions (Ubuntu 22.04 LTS, Debian 12, Yocto Kirkstone, Buildroot) load the Rockchip RKNN-Toolkit2 runtime so the 6 TOPS NPU is usable from day one. The same silicon carries the Android build on the WF-RK3588-D5 signage player and the Yocto build on the WF-RK3588-V1 industrial vision processor, which is a deployment breadth that Brazil importers rarely get from one supplier.

What is the 6 TOPS triple-core NPU on the WF-RK3588 actually used for in production?

Answer: Three workload families, same silicon. Retail analytics on the WF-RK3588-E0, machine-vision defect classification on the WF-RK3588-V1, and 16-channel AI surveillance analytics on the WF-RK3588-N3. The same 6 TOPS triple-core NPU handles all three from a per-lot certified image burned at Longgang. Sao Paulo integrators typically pick one workload per variant and let AndroidSBC tune the firmware profile before shipment.

Can AndroidSBC handle CE, FCC, UKCA, RoHS, REACH and IEC 62368-1 paperwork for Brazil?

Answer: Yes. AndroidSBC ships a Declaration of Conformity plus a Technical File with every lot. The file contains the CE test reports (EN 55032 plus EN 55035 EMC, EN IEC 62368-1 safety), the FCC Part 15 report, the UKCA dossier where relevant, the RoHS 2.0 report, and the REACH declaration, all dated within the prior twelve months. Where a Brazil market needs an additional national mark, the export desk will confirm coverage before the order is confirmed rather than after.

What are the MOQ and lead time for a first order on the WF-RK3588?

Answer: 5,000 units per shipment on standard configurations, four weeks to sample and six weeks to mass produce. Where a Brazil partner signs a twelve-month blanket order, the MOQ per release becomes negotiable and the line will accept variant-mixed purchase orders.

Does AndroidSBC support custom Android ROM, custom Linux, or custom NPU model porting?

Answer: Custom ROM, custom Linux, and custom NPU model porting are all part of the ODM tier. That covers proprietary Android services, a locked-down launcher, Ubuntu, Debian, Yocto or Buildroot images, BSP ports for custom carriers, and RKNN-Toolkit2 model quantization from PyTorch, ONNX, TensorFlow or Caffe. Source access is released under NDA, and the Longgang engineering desk carries the port so the partner is not left with an unmodified vendor BSP.

What about software updates and long-term support on the WF-RK3588?

Answer: Wanlin commits to a minimum seven-year supply window across the WF-RK3588 line. Security patches are back-ported across the Android, Ubuntu LTS, Debian LTS and Yocto tracks for as long as the board is in production, and AndroidSBC provides OTA update infrastructure for partners who need to push firmware to field-deployed units. NPU model builds are versioned on the Wanlin side so a partner that re-trains a model can push the new RKNN file through the same OTA channel without a board swap.

Can AndroidSBC ship to Amazon FBA warehouses or 3PL consolidation points?

Answer: That is routine. AndroidSBC delivers DDP into Amazon FBA in the US, EU and Japan and into 3PL consolidation points at Hong Kong, Singapore, Rotterdam, Los Angeles and Shenzhen. Carton and pallet configuration follows FBA inbound rules, and the place of origin on the declaration is the Wanlin Longgang source factory.

How does AndroidSBC handle RMA or DOA replacements on the WF-RK3588?

Answer: Target DOA is 0.3 percent across twelve months. RMA works by returning the WF-RK3588-P7 unit to Longgang with its burn-in barcode; replacements ship inside ten business days. Since each unit is traceable to its burn-in record, partners typically receive a root-cause note with the replacement rather than a silent credit.

Contact AndroidSBC: Start Your WF-RK3588-P7 Sourcing Conversation

AndroidSBC is the export channel for the Wanlin WF-RK3588. Buyers in Sao Paulo and Brazil looking to source the WF-RK3588-P7 straight from the source factory can use any of the following:

• Email: Androidsbc@163.com
• Export service hotline: +8613261677119
• Website: https://www.androidsbc.com
• Destination market file: ANATEL homologation with INMETRO safety conformity for Brazil, administered by ANATEL, entering at Port of Santos on the Santos to Shanghai lane
• Source factory address: Wanlin Group, Building B, Building 1, Beisida Medical Device Building, 28 Nantong Avenue, Baolong Community, Baolong Sub-district, Longgang District, Shenzhen, Guangdong, China

The export desk asks for three things on a first enquiry: annual volume, certification scope and Incoterm. Provide those and a per-lot quote plus the WF-RK3588 MOQ matrix comes back within two business days.