AMD Radeon RX 7900 XT — Benchmarks & Specs
Short answer: the AMD Radeon RX 7900 XT generates a median 116 tokens/sec on 7-9B dense models at 4-bit (Q4) under llama.cpp, across 4 cited runs from llama.cpp GitHub, knightli.com and llm-tracker.info. Its 20 GB of VRAM holds up to Gemma 2 27B at Q4_K_M with an ~8K context, by the Will-It-Run matrix's sizing (16 of 23 models fit). At the $869.99 Amazon price checked 3 h ago (prices change), that is 133.5 tok/s per $1,000, the SpecPicks Value Index. That ranks #7 of 29 GPUs on tok/s per $1,000 in the SpecPicks value table (table built 2026-10-21 13:12 UTC).
- Median speed 116 tok/s 4 cited runs, 7-9B at Q4, llama.cpp
- Fits in 20 GB up to Gemma 2 27B at Q4_K_M → at ~8K context; 16 of 23 models in the Will-It-Run matrix
- Lowest linked price $869.99 Amazon, checked ; prices change
- Value Index 133.5 tok/s per $1,000 median speed ÷ the price above
Bottom line: how fast is the Radeon RX 7900 XT?
SpecPicks median: 116 tokens/sec across 4 cited single-user runs of 7-9B dense models at 4-bit (Q4) under llama.cpp (range 97.2–125 tok/s), from llama.cpp GitHub (2 runs), knightli.com, llm-tracker.info. At the $869.99 Amazon price of the cheapest linked listing (checked ; prices change), that is a SpecPicks Value Index of 133.5 tok/s per $1,000. At 1440p High, the Radeon RX 7900 XT averages 156 fps in Shadow of the Tomb Raider, per SlashGear. For local LLM inference it generates 50.4 tokens/sec running phi4 at Q4_K_M under ollama, per llmrun.dev. In 3DMark Fire Strike (GPU Graphics sub-score) it scores 63,712 points, per Notebookcheck. Its 20 GB of VRAM is the binding constraint for local inference: the largest model on file at 4-bit quantization on this card is mistral-small-24b-instruct-2501 (24B parameters, Q4_K_M), generating 32.3 tokens/sec under ollama, per llmrun.dev.
Every figure above is a row in the tables below, and each row links out to the review or public benchmark database the number was taken from; the SpecPicks median is computed here from the runs it names, each a row in the AI table, and the per-$1,000 figure divides it by the dated listing price. SpecPicks aggregates published measurements; it does not report first-party benchmark runs.
Amazon listing: $869.99
*Price sourced from Amazon.com. Last updated 2026-10-21. Price and availability subject to change.
Check what fits in 20 GB: by Q4-class file size, 16 of the 23 open-weight models in the SpecPicks Will-It-Run matrix load entirely into the AMD Radeon RX 7900 XT's 20 GB with 1.5 GB left for an ~8K context, up to Gemma 2 27B (a 16.7 GB Q4_K_M file per its Hugging Face listing). Check a model in the Will-It-Run matrix →
The Radeon RX 7900 XT is a graphics card from the RDNA 3 family released in 2022 from AMD. Key on-paper specs include 20 GB of VRAM. It launched with a $899 MSRP, though street prices typically diverge meaningfully from launch pricing — see the linked product cards below for current listings. Data on this page draws on 9 linked listings, 17 synthetic benchmark results (top 10 shown), 17 community AI inference reports (top 14 shown), 58 game frame-rate results (top 14 shown), compiled from SlashGear, Gamers Nexus, llmrun.dev, KitGuru, llm-tracker.info, 3DMark, knightli.com, llama.cpp GitHub, LocalLLaMA, Trusted Reviews, Digital Trends, geerlingguy/ai-benchmarks, GigaChad LLC, LocalScore.ai, Notebookcheck, PassMark; each table row links to its source. Read this page when shopping the Radeon RX 7900 XT, comparing it against other graphics cards in your build, or sizing it for a specific workload (gaming at 1080p/1440p/4K, synthetic benchmark scores, or local LLM inference).
Gaming Performance (reported FPS)
Average and 1% low frame rates by game, resolution, and quality preset. Bars are scaled against the fastest result on this page.
| Game | Resolution | Settings | Relative | Avg FPS | 1% low | Source |
|---|---|---|---|---|---|---|
| DOOM Eternal | 1440p | Ultra Nightmare | 400 fps | — | SlashGear 2023-02-24 | |
| DOOM Eternal | 1440p | Ultra | 400 fps | — | SlashGear 2022-12-13 | |
| Resident Evil 4 (2023) | 1080p | Max Graphics | 261 fps | — | Gamers Nexus 2024-01-24 | |
| Resident Evil 4 Remake | 1080p | Prioritize Graphics | 260 fps | — | Gamers Nexus 2026-06-10 | |
| DOOM Eternal | 4K | Ultra Nightmare | 196 fps | — | SlashGear 2023-02-24 | |
| DOOM Eternal | 4K | Ultra | 196 fps | — | SlashGear 2022-12-13 | |
| Rainbow Six Siege | 4K | Ultra | 189 fps | — | Gamers Nexus 2026-08-19 | |
| Resident Evil 4 (2023) | 1440p | Max Graphics | 184 fps | — | Gamers Nexus 2024-01-24 | |
| Resident Evil 4 Remake | 1440p | Prioritize Graphics | 184 fps | — | Gamers Nexus 2026-06-10 | |
| F1 22 | 1440p | Ultra High RT on FSR Quality | 182 fps | — | Trusted Reviews 2023-09-12 | |
| Marvel's Spider-Man Remastered | 1440p | Very High | 166 fps | — | KitGuru 2022-12-12 | |
| Days Gone | 1440p | Very High | 165 fps | — | KitGuru 2022-12-12 | |
| Forza Horizon 5 | 1440p | Extreme | 159 fps | — | KitGuru 2022-12-12 | |
| Shadow of the Tomb Raider | 1440p | High | 156 fps | — | SlashGear 2023-02-24 |
AI Inference Performance
Tokens per second under each model + quantization. Higher = faster generation. Bars compare runs across the same model.
| Model | Quantization | Relative | Tokens/sec | VRAM used | Source |
|---|---|---|---|---|---|
| qwen3:8b | Q8_0 llama.cpp | 711.0 tok/s | — | LocalLLaMA 2026-03-27 | |
| llama2:7b | Q4_0 llama.cpp | 124.6 tok/s | — | llama.cpp GitHub Discussion #15021 2024-06 | |
| llama-2:7b | q4_0 llama.cpp | 123.2 tok/s | — | knightli.com llama.cpp GPU Scoreboard 2026-04-23 | |
| llama2:7b | q4_0 llama.cpp | 116.2 tok/s | — | llama.cpp GitHub 2024-01 | |
| llama2:7b | Q4_0 llama.cpp | 116.2 tok/s | — | knightli.com (aggregated from llama.cpp GitHub Discussion #15021) 2026-04-23 | |
| llama3.2:3b | — llama.cpp | 108.6 tok/s | — | geerlingguy/ai-benchmarks (GitHub) 2024-10 | |
| llama3.2:1b | q4_K_M ollama | 99.2 tok/s | — | LocalScore.ai retrieved 2026-06-10 | |
| llama-2:7b | q4_0 llama.cpp | 97.2 tok/s | — | llm-tracker.info 2024-01-28 | |
| gemma4:12b-it | Q4_K_M ollama | 58.3 tok/s | — | llmrun.dev | |
| llama-2:7b | GPTQ-4bit ExLlamaV2 | 57.9 tok/s | — | llm-tracker.info 2024-01-08 | |
| llama2:13b | Q4_0 llama.cpp | 55.0 tok/s | 20.0 GB | GigaChad LLC 2024-05 | |
| phi4 | Q4_K_M ollama | 50.4 tok/s | — | llmrun.dev | |
| mistral-small-24b-instruct-2501 | Q4_K_M ollama | 32.3 tok/s | — | llmrun.dev |
Batched serving throughput
| Model | Quantization | Relative | Tokens/sec (aggregate) | VRAM used | Source |
|---|---|---|---|---|---|
| qwen3:2b | int4 vllm batched | 40.0 tok/s aggregate | — | LocalLLaMA 2026-02-27 |
Synthetic Benchmarks
Higher is better. Bars are scaled within each benchmark family (multi-thread, single-thread, etc.) so you can compare like-with-like at a glance.
| Benchmark | Relative | Score | Source |
|---|---|---|---|
| 3DMark Fire Strike (GPU Graphics sub-score) | 63,712 points | Notebookcheck 2022-12-15 | |
| 3DMark Fire Strike | 36,145 points | SlashGear 2023-02-24 | |
| PassMark G3D Mark | 29,018 pts | PassMark retrieved 2026-04-20 | |
| 3DMark Fire Strike Extreme | 27,227 points | SlashGear 2023-02-24 | |
| 3DMark Time Spy | 25,450 points | 3DMark 2022-12 | |
| 3DMark Time Spyamd rx 7900 xtx rx 7900 xt review | 23,839 points | Digital Trends 2022-12-12 | |
| 3DMark Time Spy | 21,811 points | SlashGear 2023-02-24 | |
| 3DMark Fire Strike Ultra | 16,587 points | SlashGear 2023-02-24 | |
| 3DMark Port Royal | 13,726 points | 3DMark 2023-01-06 | |
| 3DMark Time Spy Extreme | 12,180 points | Trusted Reviews 2023-09-12 |
Products Featuring the Radeon RX 7900 XT
Systems with the Radeon RX 7900 XT
Laptops and desktops that ship with the Radeon RX 7900 XT — whole systems, listed separately from the part itself.
Full Specifications
| VRAM | 20 GB |
|---|
Radeon RX 7900 XT — Frequently Asked Questions
What is the Radeon RX 7900 XT best used for?
When was the Radeon RX 7900 XT released, and what was its launch MSRP?
Where do the Radeon RX 7900 XT benchmark numbers come from?
Can the Radeon RX 7900 XT run local LLMs?
Where can I buy the Radeon RX 7900 XT?
Buying guides that rank the Radeon RX 7900 XT's class
This page is the raw performance data. The guides below turn it into a ranked pick for a specific build.
Editorial guides covering the Radeon RX 7900 XT
In-depth SpecPicks reviews, build guides, and head-to-heads referencing this graphics card.
- RTX 3060 12GB Local LLM: Reddit Consensus on What Runs (2026)
- Used RTX 3090 vs New GPU for Local LLMs: 2026 Reddit Consensus
- gpt-oss on a 12GB GPU: 2026 Community Consensus (RTX 3060)
- Best Mini PC Deals 2026 for Local AI and Home Labs
- Gemma 4 31B on a 16GB GPU: RTX 5060 Ti vs RX 9060 XT vs Arc A770 Quant Table (2026)
- FLUX.2 Klein 4B for Halloween Art: RTX 3060 12GB vs RTX 5060 8GB
- Qwen 3.6 27B on 16GB: RTX 5060 Ti 16GB vs RX 9060 XT 16GB by Quant (2026)
- Qwen 3.6 35B-A3B on a 16GB GPU: RTX 5060 Ti vs RX 9060 XT Quant Table
- Browse all SpecPicks reviews →
More guides & deep dives from the SpecPicks archive
Browse all articles & guides →- Best 1440p Gaming GPUs in 2026
- The Complete Voodoo5 5500 AGP Driver Guide (2026 Edition)
- How to Build a Windows 98 Retro PC in 2026
- Best Retro Handhelds in 2026 — From $35 to $500
- Best Budget Gaming PC Build 2026 — ~$1,000 ($800 on Sale)
- Emulation Hardware in 2026: FPGA, Software, and Cart-Reader Ecosystems
- RTX 4070 Super vs RX 7800 XT — Which to Buy in 2026
More reviews from the SpecPicks archive
Browse all reviews →- RTX 3060 12GB vs RTX 4060 for 1080p Gaming: Which Wins in 2026?
- Intel Arc B580 for LLM Inference: What It Can Actually Do
- Ryzen 7 5800X vs Ryzen 7 5700X for 2026 Budget Gaming Builds
- Logitech G29 vs HORI vs Thrustmaster: Best Sim Racing Wheel for Beginners
- Best NVMe SSD for Local LLM Model Storage in 2026
- How to run DeepSeek-R1 32B on Apple M4 Max
- CompactFlash as a Silent IDE Boot Drive in a Retro Windows 98 Gaming PC: Full 2026 Guide
- Is an RTX 3060 Enough for 4K Gaming? Pairing It With a Budget 4K Monitor
- Noctua-Style Raspberry Pi 5 NAS Build Goes Viral — What Pi 4 Owners Can Borrow
- AI-Driven Sound Blaster Driver Install on WinXP via Vision LLM
- Best Gaming Monitor for Console and PC Crossover (2026)
- Qwen3.6-27B at Q4_K_M for Agentic Coding: Is the Quant Safe on a 12GB RTX 3060?
- Flux 3 Native-Audio Video: Can a 12GB GPU Run It?
- How to run Llama 3.1 70B on Apple M3 Ultra
- Ryzen 7 5800X vs Ryzen 7 5700X for 1440p Gaming: Is the Premium Worth It?
- CompactFlash + IDE Storage for a Period-Correct Windows 98 Build
- PCI vs ISA Serial Cards on Windows 98 and DOS: Which Chipsets Actually Work
- How to run DeepSeek-R1 32B on AMD Radeon RX 7900 XTX
- Local LLM vs Claude in 2026: When On-Device Beats the API
- Logitech G29 vs HORI Racing Wheel Overdrive for Entry Sim Racing
- Best Internal SSDs for PC Gaming Builds (2026)
- Best Budget SATA SSD for Gaming PC Builds in 2026: 5 Picks Tested for Steam Library Speed
- Imaging and Restoring Vintage IDE Drives in 2026: SATA/IDE-to-USB Adapters Compared
- Best Gaming Headset for PlayStation 5 Under $80 (2026)
More buying guides from SpecPicks
Browse all buying guides →- Best CPU Coolers for 2026
- Best PC Cases for Building in 2026
- Best External SSDs for Content Creators in 2026
- Best Gaming Monitors for 2026
- Best 1440p 240Hz Gaming Monitors in 2026
- Best DDR5 RAM for Gaming PCs in 2026
- Best Tools for Building and Repairing Retro PCs in 2026
- Best CPUs for Content Creators in 2026
- Best 4K Monitors for Content Creators in 2026
- Best GPUs for Running Local LLMs in 2026
- Best GPUs for 4K Gaming in 2026
- Best NVMe External Enclosures for 2026
- Best Graphics Cards for Gaming in 2026
- Best Mechanical Keyboards for Gaming in 2026
- Best AM5 Motherboards for 2026
- Best Gaming Mice for 2026
- Best GPU for Running 27B-32B Local LLMs in 2026
- Best Controllers for PC Gaming in 2026
- Best Retro Gaming Consoles & Handhelds for 2026
- Best CPUs for Gaming in 2026
- Best NVMe SSDs for Gaming in 2026
Hardware benchmark data on SpecPicks
All benchmarks →- AMD Ryzen 9 5900 — benchmarks & specs
- GRID RTX6000-6Q — benchmarks & specs
- GRID RTX6000P-4Q — benchmarks & specs
- AMD Ryzen 5 PRO 7545U — benchmarks & specs
- Ryzen 7 1700 — benchmarks & specs
- PC2700 DDR-333 Memory — benchmarks & specs
- AMD Ryzen 7 PRO 5875U — benchmarks & specs
- NVIDIA Jetson Orin NX 8GB — benchmarks & specs
- AMD Ryzen 7 PRO 5845 — benchmarks & specs
- Radeon RX 6900 XT — benchmarks & specs
- Intel Core Ultra 5 250KF — benchmarks & specs
- Radeon RX 9060 XT LP — benchmarks & specs
- AMD Ryzen 5 5560U — benchmarks & specs
- NVIDIA GeForce RTX 4090 — benchmarks & specs
- AMD Ryzen 7 PRO 7840HS — benchmarks & specs
- Intel Core i9-12900K — benchmarks & specs
- Ryzen 3 7320U — benchmarks & specs
- AMD Ryzen Threadripper PRO 7975WX — benchmarks & specs
- Radeon RX 6850M XT — benchmarks & specs
- AMD Ryzen 5 7540U — benchmarks & specs
- Pentium 4 2.53GHz (Northwood) — benchmarks & specs
- AMD Instinct MI355X 288GB — benchmarks & specs
- Radeon RX 6800M — benchmarks & specs
- Ryzen 9 3900X — benchmarks & specs