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Short answer: HotHardware’s November 2024 review found the Ryzen 7 9800X3D exceptionally strong in gaming, while its non-gaming benchmarks show a capable eight-core processor—not a replacement for higher-core-count CPUs in sustained rendering and encoding. This page examines the review’s productivity, AI, and encoding results; it is not a new 2026 comparison or a complete review on its own. Read HotHardware’s Page 4 benchmark analysis.

Page 4 in context

The page tests work outside games: AI inference, audio and video encoding, rendering, and a large numerical calculation. HotHardware’s gaming and power results are on Page 5, while its overclocking discussion and overall verdict are on Page 6. Page 4 should therefore be read as one part of that November 6, 2024 review, not as a standalone verdict on every use case.

The central takeaway is straightforward: Zen 5 performance and a large cache make the 9800X3D responsive and competitive across many tasks, but eight cores and 16 threads remain eight cores and 16 threads. When software can keep many cores busy for a long time, higher-core-count Ryzen 9 and Intel processors generally have more throughput.

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Ryzen 7 9800X3D specifications that matter

Specification Ryzen 7 9800X3D
Architecture AMD Zen 5
Cores / threads 8 / 16
Base / maximum boost clock 4.7 GHz / up to 5.2 GHz
Cache 96 MB L3; 104 MB total L2+L3
Default TDP 120 W
Platform AM5, DDR5, PCIe 5.0
Official memory specification DDR5-5600 configurations
Cooler Not included
Launch U.S. suggested price $479

These are launch/reference specifications, not a statement of current street price or inventory. AMD’s launch announcement lists the configuration and $479 U.S. suggested price; its product listing provides platform and cooling details. Check current listings and motherboard support before buying.

#1 Best Overall
Sale
AMD RYZEN 7 9800X3D 8-Core, 16-Thread Desktop Processor
  • The world’s fastest gaming processor, built on AMD ‘Zen5’ technology and Next Gen 3D V-Cache.
  • 8 cores and 16 threads, delivering +~16% IPC uplift and great power efficiency
  • 96MB L3 cache with better thermal performance vs. previous gen and allowing higher clock speeds, up to 5.2GHz
  • Drop-in ready for proven Socket AM5 infrastructure
  • Cooler not included

Why the 3D V-Cache design helps—and where it does not

The 9800X3D’s 96 MB of L3 cache is intended to keep more data close to the CPU cores. That can reduce trips to system memory in cache-sensitive work, including some games. AMD’s second-generation X3D arrangement places the cache beneath the compute die rather than above it, improving the cores’ direct thermal path to the cooler. HotHardware links the design to higher clocks and expanded tuning compared with earlier X3D chips.

Cache is not a substitute for cores, and its effect is workload-dependent. It can help when a program’s data-access pattern benefits from a larger cache; it will not necessarily accelerate an encoder or renderer that scales mainly with available threads. The review’s mixed creator results illustrate why “more cache” does not mean “faster at everything.”

What the benchmark suite measures

  • UL Procyon AI Computer Vision: CPU-side computer-vision inference at integer precision, with the tested platforms using different acceleration paths.
  • LAME XP: Multithreaded MP3 audio encoding.
  • Blackmagic RAW Speed Test: RAW-video decoding performance, including high-resolution workloads and CPU/GPU-assisted processing.
  • HWBOT x265: CPU video encoding at 1080p and 4K.
  • Cinebench 2024: Rendering with Cinema 4D, including a multithreaded test.
  • POV-Ray: Ray tracing measured in single-threaded and all-thread runs.
  • Blender Benchmark: CPU rendering across multiple scenes.
  • y-cruncher: A multithreaded calculation of pi to one billion digits.

These are useful examples, not a universal measure of “productivity.” Results depend on the particular software, settings, memory, firmware, and test system. A single benchmark win should not be generalized to unrelated applications.

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AI results: a benchmark-path comparison, not a universal ranking

In HotHardware’s Procyon AI Computer Vision results, the 9800X3D was the fastest AMD processor in the comparison. But the Intel Core Ultra systems could use an NPU, while AMD’s tested systems used DirectML; the benchmark also involved different software paths. Intel’s tested NPU results were higher and more consistent when that acceleration path worked correctly.

Rank #2
Sale
AMD Ryzen 9 9950X3D 16-Core Processor
  • AMD Ryzen 9 9950X3D Gaming and Content Creation Processor
  • Max. Boost Clock : Up to 5.7 GHz; Base Clock: 4.3 GHz
  • Form Factor: Desktops , Boxed Processor
  • Architecture: Zen 5; Former Codename: Granite Ridge AM5

That does not establish that one processor is universally better for local AI. Inference performance changes with the model, framework, precision, drivers, and available accelerator. Procyon’s results describe the configurations HotHardware tested, and the review itself treats desktop AI benchmarking as relatively immature. If AI is a major reason for a purchase, look for tests of the exact models and software you intend to run, and distinguish CPU inference from NPU or GPU acceleration.

Encoding and video work

LAME XP: adequate, not a category leader

The 9800X3D landed around the middle of HotHardware’s LAME chart, ahead of the Ryzen 7 9700X and close to the Core i7-14700K in that test. That is a respectable result for occasional audio conversion, but it is not a reason to choose this chip for bulk encoding over a processor with more cores.

Blackmagic RAW: strong in some high-resolution tests

The chip performed well in some bandwidth-sensitive 4K and 8K Blackmagic RAW workloads, but the 12-core Ryzen 9 9900X was ahead. RAW decode results can involve both CPU and GPU resources, so they should not be treated as a pure measure of CPU rendering speed—or as a guarantee of editing performance in every application.

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x265: resolution changes the comparison

HotHardware found the 9800X3D stronger in the 4K x265 result than in the 1080p result. In one 1080p chart it clustered with the Ryzen 7 9700X and 7700X. Different resolutions and encoding settings can shift how a workload uses the processor; the practical message is that it is capable, but not consistently class-leading at video encoding.

Rank #3
Sale
AMD Ryzen 7 7800X3D 8-Core, 16-Thread Desktop Processor
  • Processor provides dependable and fast execution of tasks with maximum efficiency.Graphics Frequency : 2200 MHZ.Number of CPU Cores : 8. Maximum Operating Temperature (Tjmax) : 89°C.
  • Ryzen 7 product line processor for better usability and increased efficiency
  • 5 nm process technology for reliable performance with maximum productivity
  • Octa-core (8 Core) processor core allows multitasking with great reliability and fast processing speed
  • 8 MB L2 plus 96 MB L3 cache memory provides excellent hit rate in short access time enabling improved system performance

For gaming while streaming, eight Zen 5 cores can be sufficient, but the best setup depends on the game, encoder, GPU, and quality target. For frequent CPU-based encoding where completion time matters, a Ryzen 9 or another higher-core-count CPU is usually the more appropriate starting point.

Rendering and compute: fast for eight cores, limited by eight cores

Cinebench 2024, POV-Ray, and Blender

In multithreaded Cinebench 2024, all-core POV-Ray, and Blender rendering, the 9800X3D sat behind higher-core-count processors, broadly where an eight-core part would be expected. Zen 5 and its clock speeds help it remain competitive with some lower-tier or older CPUs, while its single-threaded POV-Ray performance is strong. But in sustained parallel rendering, extra cache does not erase the throughput advantage of processors with more cores.

That distinction matters to creators: “responsive for everyday use” and “finishes a long render quickly” are different goals. The 9800X3D is reasonable for hobbyist creation and mixed-use systems, but buyers whose income or workflow depends on render throughput should compare higher-core-count options and application-specific results.

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y-cruncher is a notable exception

The 9800X3D delivered a striking relative result in HotHardware’s one-billion-digit y-cruncher test: it beat the Core i9-14900K and came close to the Core Ultra 9 285K in the chart. This is a useful reminder that particular algorithms can respond strongly to cache and memory behavior. It is not evidence that the chip leads in Blender, video encoding, or general workstation performance.

Rank #4
AMD Ryzen™ 7 9850X3D Desktop Processor
  • AMD Ryzen 7 9850X3D Desktop Processor

How it compares with nearby Ryzen 7 models

The 9800X3D, Ryzen 7 9700X, and Ryzen 7 7800X3D all have eight cores and 16 threads, so the 9800X3D does not gain a core-count advantage over them. It combines Zen 5 with a 4.7 GHz base clock, boost up to 5.2 GHz, and 96 MB of L3 cache. The 9700X is also Zen 5 but lacks 3D V-Cache and has a substantially lower default TDP. The 7800X3D is the prior Zen 4 X3D generation. HotHardware’s original review compares these chips directly, but the result in any particular application depends on that workload.

The 9800X3D’s second-generation cache placement supports a better thermal path for the cores and higher clocking potential than earlier X3D designs, according to the review. That is a design advantage, not a promise of a fixed percentage gain in every game or application.

Gaming, temperatures, and power: use the other review pages

Page 4 is not where HotHardware presents its gaming or power testing. In the review’s Page 5 tests, the 9800X3D led the tested gaming results. At 4K, results converged as the GPU became a stronger bottleneck, although it still led those particular tests. Treat that as evidence about HotHardware’s GPU, games, settings, and test system—not a guarantee that every 4K build will benefit equally.

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HotHardware recorded temperatures generally in the high 60s to low 70s Celsius, with a cited peak around 78°C and none above 83°C in its tested workloads. Those are results from its test system, not a universal temperature limit for every case, cooler, motherboard setting, or workload. AMD lists a 95°C maximum operating temperature and does not include a cooler; its store recommends liquid cooling for optimal performance. Cooler choice should reflect workload, case airflow, noise targets, and tuning, rather than treating one review temperature as a requirement.

Best Value
Sale
AMD Ryzen™ 7 9700X 8-Core, 16-Thread Unlocked Desktop Processor
  • This dominant gaming processor can deliver fast 100+ FPS performance in the world's most popular games
  • 8 Cores and 16 processing threads, based on AMD "Zen 5" architecture
  • 5.5 GHz Max Boost, unlocked for overclocking, 40 MB cache, DDR5-5600 support
  • For the state-of-the-art Socket AM5 platform, can support PCIe 5.0 on select motherboards
  • Cooler not included
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Who should consider the 9800X3D?

  • Competitive 1080p or high-refresh 1440p gaming: A strong candidate when CPU-limited frame rates and frame-time consistency matter and the GPU can keep up.
  • 4K gaming: It can still be a high-end choice, but compare the full system budget. If the GPU is already the bottleneck, a cheaper CPU or stronger graphics card may improve the experience more.
  • Gaming plus streaming: Capable, but consider whether the game and stream use CPU encoding, GPU encoding, or another setup. Eight cores do not guarantee a particular stream quality or frame rate.
  • Video editing and occasional encoding: Suitable for mixed use, with good results in some workloads, but not the best choice if CPU encoding throughput is the priority.
  • Blender, rendering, compiling, or heavy virtual machines: Compare higher-core-count CPUs first if these are sustained, important workloads.
  • AI experimentation: Do not buy based on the Procyon result alone. Match the CPU, NPU, or GPU acceleration path to your framework and models.
  • Existing AM5 owner: It may be a practical upgrade path, but verify the exact motherboard’s CPU support and required BIOS before installing.
  • New platform build: Add motherboard, DDR5 memory, and a cooler to the CPU’s cost. Compare total system cost, not just processor prices.

Buying in 2026: recheck the field and the price

The $479 figure is the U.S. launch suggested price, not a current quote. Retail prices, stock, and seller terms change; the price snapshots in the source material are not reliable live quotes. Check the retailer and seller directly before purchase. A discounted 7800X3D may make more sense for gaming, while a Ryzen 9 9900X or another higher-core-count chip may better suit a mixed gaming-and-production workload if the price difference is small.

Current product listings also surface the Ryzen 7 9850X3D. Its presence means the 9800X3D should not be called the best gaming CPU in 2026 based only on a November 2024 test. The available review evidence does not establish how the 9800X3D compares with newer X3D processors in current games or at current prices; seek recent, head-to-head testing for that decision.

Platform and tuning checks before you buy

  • Confirm the motherboard has an AM5 socket and that its manufacturer lists the 9800X3D as supported.
  • Check whether the board needs a BIOS update, particularly if it is an older 600-series model. AM5 alone does not guarantee out-of-box CPU support.
  • Choose DDR5 memory and check the motherboard’s memory QVL and EXPO support. AMD’s listed official memory specification is DDR5-5600; faster memory profiles are memory overclocking, not the same as the official baseline.
  • Budget for a separate cooler and verify its AM5 mounting hardware. Consider airflow and noise as well as peak cooling capacity.
  • Remember that integrated Radeon graphics can provide display output and help with troubleshooting, but are not a substitute for a discrete gaming GPU.

The processor is unlocked and AMD lists support for Precision Boost Overdrive, Curve Optimizer, EXPO memory profiles, and Ryzen Master. CPU tuning and memory overclocking are separate, and stability depends on the board, BIOS, cooling, memory kit, and individual chip. Changing settings can cause crashes or data loss; operating outside published specifications may affect warranty coverage. See AMD’s Ryzen 9000 reference guide and the warranty terms that apply in your region before tuning.

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Verdict

HotHardware’s Page 4 benchmarks support a balanced verdict: the Ryzen 7 9800X3D is a strong general-purpose eight-core CPU with impressive gaming credentials elsewhere in the review, useful single-threaded performance, and some standout workload-specific results. It is not a rendering or encoding specialist. For a gaming-first build at a competitive current price, it makes sense; for work dominated by long, heavily threaded tasks, prioritize core count and fresh application-specific comparisons.

Quick Recap

SaleBestseller No. 1
AMD RYZEN 7 9800X3D 8-Core, 16-Thread Desktop Processor
AMD RYZEN 7 9800X3D 8-Core, 16-Thread Desktop Processor
8 cores and 16 threads, delivering +~16% IPC uplift and great power efficiency; Drop-in ready for proven Socket AM5 infrastructure
$449.00
SaleBestseller No. 2
AMD Ryzen 9 9950X3D 16-Core Processor
AMD Ryzen 9 9950X3D 16-Core Processor
AMD Ryzen 9 9950X3D Gaming and Content Creation Processor; Max. Boost Clock : Up to 5.7 GHz; Base Clock: 4.3 GHz
$657.95
SaleBestseller No. 3
AMD Ryzen 7 7800X3D 8-Core, 16-Thread Desktop Processor
AMD Ryzen 7 7800X3D 8-Core, 16-Thread Desktop Processor
Ryzen 7 product line processor for better usability and increased efficiency; 5 nm process technology for reliable performance with maximum productivity
$366.80
Bestseller No. 4
AMD Ryzen™ 7 9850X3D Desktop Processor
AMD Ryzen™ 7 9850X3D Desktop Processor
AMD Ryzen 7 9850X3D Desktop Processor
$484.00
SaleBestseller No. 5
AMD Ryzen™ 7 9700X 8-Core, 16-Thread Unlocked Desktop Processor
AMD Ryzen™ 7 9700X 8-Core, 16-Thread Unlocked Desktop Processor
8 Cores and 16 processing threads, based on AMD "Zen 5" architecture; 5.5 GHz Max Boost, unlocked for overclocking, 40 MB cache, DDR5-5600 support
$339.00

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.