Sony IMX908 is a new STARVIS 3 1/2.8-type 4K HDR image sensor using 1.45μm LOFIC pixels for compact mixed-light recognition in security, traffic, dashcam, and high-contrast night scenes. Sony IMX585 and IMX678 are mature STARVIS 2 4K sensors that can be built into practical USB camera platforms for OEMs, system integrators, edge AI device builders, industrial monitoring companies, and low-light vision product teams that need real sample validation, lens/FOV selection, cable configuration, housing design, or platform-level customization now.
If your project is mainly about future compact 4K HDR recognition under headlights, LED glare, tunnel exits, strong backlight, traffic scenes, or dashcam-like mixed lighting, IMX908 STARVIS 3 is technically important and should be part of your roadmap discussion.
If your project needs a real low-light USB camera sample that can be tested on your host device now, the more practical starting point is usually:
This page is not written as a general sensor article. It is written for OEM buyers and system integrators who already have a host device, project timeline, application scenario, budget, sample validation plan, and possible batch or NRE customization path.
The core question is not:
Which Sony sensor is newest?
The real project question is:
Which camera platform can we test on our device, configure for our lens, cable, housing, software, and production needs, and move toward batch supply without starting from zero?
Many U.S. product managers, founders, and hardware engineers are now asking similar questions:
These are not academic sensor questions.
They are commercial product decisions.
For a real OEM project, the sensor is only one part of the camera.
A complete decision must include:
This is why IMX585 and IMX678 still matter commercially even after IMX908 appears.
IMX908 is a serious new sensor. It represents Sony’s STARVIS 3 direction for compact 4K HDR imaging.
Its strength is especially relevant when the scene contains both very bright and very dark areas:
IMX908 uses LOFIC pixel technology to improve high-contrast imaging and reduce highlight blowout, shadow loss, and HDR artifacts in difficult scenes. Sony’s release describes a 96dB high dynamic range and single-exposure HDR direction for 4K security cameras.
However, IMX908 should not be treated as a simple “newer and therefore always better” replacement for IMX585 or IMX678.
A new sensor does not automatically mean:
For OEM buyers, camera platform maturity often matters as much as sensor generation.
3. Technical Comparison: IMX908 vs IMX585 vs IMX678
| Decision Factor | IMX908 | IMX585 | IMX678 |
|---|---|---|---|
| Sony generation | STARVIS 3 | STARVIS 2 | STARVIS 2 |
| Main direction | Compact 4K HDR recognition | Large-format 4K low-light imaging | Balanced 4K low-light platform |
| Optical format | 1/2.8 type | 1/1.2 type | 1/1.8 type |
| Pixel size | 1.45μm | 2.9μm | 2.0μm |
| Resolution class | 4K / approx. 8.4MP | 4K / approx. 8.4MP | 4K / approx. 8.4MP |
| Main strength | Mixed-light HDR, compact sensor size | Larger sensor, larger pixel, mature USB3 platform | Smaller than IMX585, flexible 4K platform options |
| Best-fit buyer | Future HDR camera developer | Buyer needing strong low-light USB3 validation now | Buyer needing 4K STARVIS 2 with more size/interface flexibility |
| Commercial path | Roadmap / new development discussion | Ready-to-test camera platform | Ready-to-test or configurable camera platform |
| Typical project risk | Higher if starting new camera design | Lower if using existing platform | Lower to medium depending on configuration |
| Goobuy positioning | Future sensor discussion | Existing low-light USB3 platform | Existing 4K STARVIS 2 platform family |
The key message is simple:
IMX908 is a future HDR sensor direction.
IMX585 is a large-format low-light USB3 platform.
IMX678 is a flexible 4K STARVIS 2 platform for buyers who need a smaller or more configurable option.
Many pages compare sensors as if low-light performance is one number. That is not how real camera projects work.
A buyer should first define what kind of low-light failure they are trying to solve.
If the entire scene is dim and the project needs stronger night image quality, a mature IMX585 or IMX678 camera platform may be the fastest practical starting point.
IMX585 is especially attractive when the project can accept a larger optical design and wants large-format 4K low-light imaging.
IMX678 is attractive when the buyer wants a smaller 4K STARVIS 2 platform with more interface and mechanical flexibility.
If the scene includes headlights, tunnel exits, LED glare, reflective road surfaces, or strong entrance lighting, the project is not only a low-light problem. It is an HDR problem.
This is where IMX908 becomes highly relevant as a future sensor direction.
IMX908’s value is not simply “making the image brighter.” Its value is preserving usable information in both bright and dark regions of the same frame.
If your host device already supports USB3 or UVC camera input, IMX585 USB3 or IMX678 USB may be much more practical than waiting for a new IMX908-based design.
A product team can test:
This real validation is often more valuable than studying a new sensor datasheet.
If the device cannot support the size and lens structure of an IMX585 camera, IMX678 may be a stronger commercial option.
IMX678 provides a middle path between:
A sensor comparison is useful, but your customer does not buy a sensor alone.
They need a camera head or module that can match:
This is where a mature camera platform can reduce project risk.
5. Commercial Selection Matrix
| If Your Project Says… | Practical Recommendation |
|---|---|
| We need a 4K low-light USB camera sample this month. | Start with IMX585 USB3 or IMX678 USB. |
| We need the strongest large-format 4K low-light image quality. | Start with IMX585 USB3. |
| IMX585 may be too large for our enclosure. | Evaluate IMX678. |
| We need compact HDR under headlights, LED glare, or traffic scenes. | Discuss IMX908 as a future roadmap. |
| We already have a USB3 host. | Test IMX585 USB3 first. |
| We need USB2.0, USB3.0, HDMI, autofocus, or CS lens options. | Use the IMX678 platform family. |
| We need a custom lens, cable, housing, connector, or USB descriptor. | Start from IMX585 / IMX678 platform configuration. |
| We do not want from-zero camera board development. | Use mature IMX585 / IMX678 camera platforms first. |
| We can pay NRE if the platform is close to our needs. | Validate a sample first, then define NRE scope. |
| We need high-speed global shutter or hardware trigger. | IMX585 / IMX678 / IMX908 may not be ideal; consider global shutter cameras. |
Choose an IMX585 USB3 camera when your project needs:
We are building a low-light video device and need a 4K USB3 camera module we can test on our existing host before deciding lens, housing, cable, and production configuration.
For this buyer, IMX585 is often more realistic than waiting for IMX908.
The reason is not that IMX585 is newer. It is not.
The reason is that IMX585 can be part of a mature USB3 camera platform that supports real project testing now.
Choose an IMX678 USB camera platform when your project needs:
We want a 4K low-light camera platform, but IMX585 may be too large or too high-end for our enclosure. We need a smaller STARVIS 2 camera with USB, lens, and mechanical options.
For this buyer, IMX678 may be the best bridge between image quality, size, configuration flexibility, and commercial availability.
Consider IMX908 STARVIS 3 USB camera when your project is mainly about:
We are planning a next-generation compact 4K HDR camera and need better recognition under headlights, street lights, tunnel exits, and fast-changing night scenes.
In this case, IMX908 is very relevant.
But the buyer should be prepared for a longer development path:
No. IMX908 is technically important and should be taken seriously for future compact HDR camera designs.
But many OEM buyers do not only need the newest sensor. They need a camera module that can be tested with their host system now.
This page separates two different decisions:
No. STARVIS 2 sensors such as IMX585 and IMX678 remain commercially valuable when they are already available in practical camera platforms.
A newer sensor generation does not automatically replace:
IMX908 improves mixed-light HDR imaging and dark-scene usability through STARVIS 3 and LOFIC architecture. But it should not be described as a simple direct low-light replacement for IMX585.
IMX585 still has a much larger optical format and larger pixel size. For large-format low-light image quality, IMX585 remains a serious option.
The right comparison should be made at the camera level, using the same lens, exposure, ISP, lighting condition, and host system.
Then IMX678 should be considered.
IMX678 gives buyers a smaller 4K STARVIS 2 platform that can support more flexible product configurations.
Then IMX908 should be part of your future roadmap discussion.
But if your system also needs immediate USB camera validation, it may still be useful to test IMX585 or IMX678 first to validate host software, lens, enclosure, and workflow.
Goobuy does not position IMX585 and IMX678 only as image sensors. We position them as practical camera platforms for OEM buyers who need project-level configuration.
Depending on the platform and project feasibility, configuration may include:
This is the practical difference between a sensor article and a supplier page.
A sensor article tells you what the sensor is.
A project-configured camera platform helps you decide what can be tested, modified, quoted, and supplied.
For serious OEM buyers, we recommend this process.
Tell us whether your main issue is:
Test the camera with your actual:
After sample testing, define:
If your requested configuration stays close to an existing platform, the project may move faster.
If deeper hardware, firmware, housing, waterproofing, or special mechanical work is needed, NRE can be discussed after the first validation stage.
This page is not recommending IMX585 or IMX678 for every project.
IMX585 / IMX678 may not be the right fit if:
For fast-moving objects, motion blur, barcode movement, conveyor inspection, or trigger-based industrial vision, a global shutter USB camera may be more suitable.
To help us recommend the right IMX585, IMX678, or future IMX908 direction, please send:
A detailed project inquiry helps us avoid guessing and recommend a more realistic platform path.
IMX908 is important for future compact HDR camera development.
But if your project needs a low-light USB camera that can be tested now, IMX585 and IMX678 should not be ignored.
Choose IMX585 USB3 camera if your priority is large-format 4K low-light quality and your host device can support USB3 camera input.
Choose IMX678 USB camera if your priority is a smaller, flexible 4K STARVIS 2 camera platform with more interface, lens, and structure options.
Discuss IMX908 if your next-generation product needs compact 4K HDR recognition under extreme mixed-light conditions and you are ready for a new development cycle.
For most OEM buyers, the best path is not to wait for a perfect sensor.
The best path is to test a realistic camera platform, validate it on the actual host, and then configure the lens, cable, connector, housing, and firmware details for your product.
If your project needs a sample in 30 days, IMX585 USB3 is usually the more practical starting point. IMX908 is an important STARVIS 3 HDR sensor direction, but a new IMX908-based camera may require board development, ISP tuning, lens matching, firmware work, and longer validation. IMX585 can be tested as a mature large-format 4K low-light USB3 platform.
Yes. IMX585 remains valuable for mobile command, emergency response video, public safety monitoring, and professional low-light recording when the product can accept a larger camera structure and needs 4K USB3 image quality. STARVIS 3 does not automatically make mature STARVIS 2 platforms obsolete.
Choose IMX585 if large-format low-light image quality is the priority and the enclosure can support it. Choose IMX678 if the edge AI box needs a smaller and more flexible 4K STARVIS 2 platform. Consider IMX908 if the future product requires compact HDR recognition under headlights, LED glare, or strong mixed lighting.
IMX908 improves high-contrast and dark-scene usability through STARVIS 3 and LOFIC HDR technology, but it should not be described as a simple direct low-light replacement for IMX585. IMX585 has a larger 1/1.2-type optical format and 2.9μm pixels, making it still strong for large-format low-light camera platforms. A fair comparison must consider lens, exposure, ISP tuning, host interface, and real lighting.
If the main failure is highlight blowout and shadow loss in the same frame, IMX908 is highly relevant as a future HDR sensor direction. However, if your project also needs immediate USB camera validation, you may still test IMX585 or IMX678 first to validate host compatibility, lens FOV, enclosure, and software workflow before deciding whether new IMX908 development is necessary.
Not always. If the scene is mainly dark but does not have extreme HDR conditions, a mature IMX585 or IMX678 camera platform may solve the practical problem faster. IMX585 is stronger for large-format low-light imaging, while IMX678 is better when size and configuration flexibility matter.
Yes. IMX678 is often a better option when the project needs 4K STARVIS 2 imaging but cannot support the larger IMX585 optical design. IMX678 can be a more balanced platform for embedded devices, edge AI boxes, terminals, compact inspection systems, and OEM cameras that need flexible interface and lens options.
Yes. IMX678 can be used as a practical 4K STARVIS 2 platform when the buyer needs sample validation now and cannot wait for IMX908 development. It is especially useful when the project needs USB2.0, USB3.0, HDMI, autofocus, CS lens, or compact board-level configuration depending on the platform.
If you do not want from-zero camera board development, start with an existing IMX585 or IMX678 camera platform. This allows you to test image quality, USB recognition, lens FOV, cable routing, connector fit, and software capture before discussing deeper customization or NRE.
Yes, depending on platform feasibility and project quantity. Configuration may include lens FOV, M12 or CS lens, USB2.0 or USB3.0 output, cable length, USB-C or screw-lock connector, metal housing, mounting structure, firmware descriptor, device name, label, packaging, and repeatable batch supply.
Choose IMX585 if you need stronger large-format 4K low-light imaging and have enough space for the camera and lens. Choose IMX678 if you need a smaller 4K STARVIS 2 camera platform with more flexible structure or interface options. If the scene includes extreme mixed lighting, IMX908 can be discussed as a future HDR roadmap.
IMX908 is a new sensor direction for compact 4K HDR cameras. A ready USB camera module depends on board design, ISP tuning, lens matching, firmware, and supplier development status. If your project needs immediate USB camera testing, IMX585 or IMX678 is usually a more realistic first validation path.
If your next-generation product is mainly driven by HDR under headlights, tunnel exits, reflective roads, LED glare, and fast-changing night scenes, IMX908 should be considered. But if you need to validate your host, software, lens, housing, and camera workflow now, testing IMX585 or IMX678 first may still reduce early project risk.
No. STARVIS 2 is not automatically outdated. For many OEM camera projects, mature STARVIS 2 platforms such as IMX585 and IMX678 are still commercially valuable because they can be tested, configured, and supplied faster than a new sensor-level development path. Sensor generation is only one part of the project decision.
The biggest mistake is comparing only sensor generation and ignoring camera-level implementation. A real OEM decision must consider host interface, UVC support, lens, FOV, ISP tuning, cable, connector, housing, enclosure size, firmware descriptor, sample timeline, NRE budget, and batch supply.
IMX908 may be better for AI recognition in strong mixed-light scenes because HDR can preserve more usable information in bright and dark areas. But AI recognition also depends on lens quality, exposure control, noise, motion, dataset conditions, resolution, frame rate, and host processing. IMX585 or IMX678 may still be suitable if the lighting problem is not extreme HDR.
Start with the closest existing IMX585 or IMX678 sample. Test it on your actual host device and lighting condition. After validation, define lens, FOV, cable, connector, housing, firmware descriptor, label, packaging, and batch configuration. If deeper changes are needed, NRE can be discussed based on a clear scope.
Do not choose these rolling-shutter low-light camera platforms if your project requires high-speed global shutter capture, precise external trigger, synchronized multi-camera capture, or motion-critical industrial measurement. For those projects, a global shutter USB camera is usually more suitable.
Contact Goobuy if your project needs more than a generic camera module. Goobuy is better suited for OEM buyers who need a platform-based camera head with practical configuration options such as lens, FOV, cable, connector, housing, USB descriptor, label, packaging, sample validation, and possible batch customization.
Include your application, host device, operating system, required interface, lighting condition, low-light or HDR priority, working distance, FOV, lens preference, enclosure size, cable length, connector type, housing requirement, sample timeline, expected quantity, and whether NRE is acceptable for deeper customization.
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