Our picks · Hardware facts first

Best GPUs

The graphics cards we would buy, for gaming and for running SI models, up to three per tier, each chosen from published reviews against a memory bar we state below, with the chip, VRAM and bandwidth listed. There are no prices here: every link goes to the retailer, where the current price is shown.

Picks checked November 4, 2026

Disclosure: the “Check price” buttons on this page are paid links, and Eyes on Flash earns a commission on purchases made through them. As an Amazon Associate I earn from qualifying purchases.

Best pick in each tier

  1. Gaming · Budget

    AMD Radeon RX 9060 XT 16GB, product photo from AMD
    Photo: AMD

    AMD Radeon RX 9060 XT 16GB

    16 GB of VRAM in the budget class. Tom’s Hardware calls it good performance at a reasonable price and says it makes Nvidia’s 8 GB cards look shortsighted; GamersNexus found it typically about 10% ahead of the RTX 5060 at 1080p.

    Check price at Amazon Why we picked it Paid link

  2. Gaming · Mainstream

    AMD Radeon RX 9070 XT, product photo from AMD
    Photo: AMD

    AMD Radeon RX 9070 XT

    Tom’s Hardware calls it strong mainstream performance at a great price. GamersNexus found the RTX 5070 Ti only 3% ahead at 1440p, though ray tracing often falls behind Nvidia’s.

    Check price at Amazon Why we picked it Paid link

  3. Gaming · High end

    Nvidia GeForce RTX 5090, product photo from Nvidia
    Photo: Nvidia

    Nvidia GeForce RTX 5090

    The fastest GPU Tom’s Hardware has tested, most of the time, with 32 GB of VRAM. It is a 4K card, and its 575 W board power is the highest on this page.

    Check price at Amazon Why we picked it Paid link

  4. SI · Budget

    Nvidia GeForce RTX 5060 Ti 16GB, product photo from ASUS
    Photo: ASUS

    Nvidia GeForce RTX 5060 Ti 16GB

    The way into 16 GB of VRAM on a current Nvidia card, with CUDA support. Puget Systems finds token generation depends mostly on memory bandwidth, and this card’s 448 GB/s is the lowest of the SI picks.

    Check price at Amazon Why we picked it Paid link

  5. SI · Mainstream

    Nvidia RTX PRO 4500 Blackwell 32GB, product photo from Nvidia
    Photo: Nvidia

    Nvidia RTX PRO 4500 Blackwell 32GB

    32 GB of GDDR7 at 896 GB/s for 200 W. StorageReview found the Server Edition matched the L40S on short-prompt inference; Phoronix tested this card on Linux.

    Check price at Amazon Why we picked it Paid link

  6. SI · High end

    Nvidia GeForce RTX 5090, product photo from Nvidia
    Photo: Nvidia

    Nvidia GeForce RTX 5090

    Puget Systems calls it theoretically the best consumer GPU for SI work: 32 GB at 1.79 TB/s, about 29% ahead of the RTX 4090 in its token generation test. Puget also notes software support for the card was still maturing.

    Check price at Amazon Why we picked it Paid link

  7. SI · Workstation

    Nvidia RTX PRO 6000 Blackwell Workstation Edition 96GB, product photo from Nvidia
    Photo: Nvidia

    Nvidia RTX PRO 6000 Blackwell Workstation Edition 96GB

    The most memory on one card here: 96 GB of GDDR7 with ECC. StorageReview ran GPT-OSS 120B on it at 163.1 tokens per second and 70B models at about 31.8, and says cards such as the RTX 5090 cannot load a 120B model. It draws 600 W, and Puget Systems calls its heat and cost the catch: a card that is not for everyone.

    Check price at Amazon Why we picked it Paid link

Every card at a glance

Each mark is one card, colored by tier. Hover or focus it for its numbers; click it to jump to the card’s write-up.

5 of 6 gaming picks carry 16 GB; bandwidth sets them apartMemory bandwidth per gaming pick: AMD Radeon RX 9060 XT 16GB, 320 GB/s with 16 GB; Nvidia GeForce RTX 5060 Ti 16GB, 448 GB/s with 16 GB; AMD Radeon RX 9070 XT, 640 GB/s with 16 GB; Nvidia GeForce RTX 5070 Ti, 896 GB/s with 16 GB; Nvidia GeForce RTX 5090, 1792 GB/s with 32 GB; Nvidia GeForce RTX 5080, 960 GB/s with 16 GB.BEST GPUS / GAMING5 of 6 gaming picks carry 16 GB; bandwidth setsthem apartMemory bandwidth in gigabytes a second, the rate the chip reads its VRAMRadeon RX 9060 XT 16GBBudget · 16 GB · 160 W320 GB/sGeForce RTX 5060 Ti 1…Budget · 16 GB · 180 W448 GB/sRadeon RX 9070 XTMainstream · 16 GB · 304 W640 GB/sGeForce RTX 5070 TiMainstream · 16 GB · 300 W896 GB/sGeForce RTX 5090High end · 32 GB · 575 W1,792 GB/sGeForce RTX 5080High end · 16 GB · 360 W960 GB/s05001,0001,5002,000Memory bandwidth (GB/s)
Bandwidth helps most at 4K, where each frame pulls more texture data through memory. Source: Spec tables of the reviews linked on each card.
RTX PRO 6000 holds 96 GB, the most of any SI pickSI picks by VRAM and bandwidth: Nvidia GeForce RTX 5060 Ti 16GB, 16 GB, 448 GB/s, 180 W; Nvidia GeForce RTX 5070 Ti, 16 GB, 896 GB/s, 300 W; Nvidia RTX PRO 4500 Blackwell 32GB, 32 GB, 896 GB/s, 200 W; Nvidia RTX PRO 4000 Blackwell 24GB, 24 GB, 672 GB/s, 145 W; Intel Arc Pro B60 24GB, 24 GB, 456 GB/s, 200 W; Nvidia GeForce RTX 5090, 32 GB, 1792 GB/s, 575 W; Intel Arc Pro B70 32GB, 32 GB, 608 GB/s, 230 W; AMD Radeon AI PRO R9700, 32 GB, 640 GB/s, 300 W; Nvidia RTX PRO 6000 Blackwell Workstation Edition 96GB, 96 GB, 1792 GB/s, 600 W; Nvidia RTX PRO 5000 Blackwell 48GB, 48 GB, 1344 GB/s, 300 W.BEST GPUS / SIRTX PRO 6000 holds 96 GB, the most of any SI pickVRAM across, bandwidth up; dot area is board powerMemory bandwidth (GB/s)05001,0001,5002,0000163248648096VRAM (GB)RTX PRO 6000GeForce RTX 5090RTX PRO 4500GeForce RTX 5060 Ti
VRAM decides which models fit on the card; bandwidth then sets how fast it writes out text. Source: Spec tables of the reviews linked on each card.
Show the numbers
CardTierVRAM (GB)Bandwidth (GB/s)Board power (W)
Nvidia GeForce RTX 5060 Ti 16GBBudget16448180
Nvidia GeForce RTX 5070 TiBudget16896300
Nvidia RTX PRO 4500 Blackwell 32GBMainstream32896200
Nvidia RTX PRO 4000 Blackwell 24GBMainstream24672145
Intel Arc Pro B60 24GBMainstream24456200
Nvidia GeForce RTX 5090High end321,792575
Intel Arc Pro B70 32GBHigh end32608230
AMD Radeon AI PRO R9700High end32640300
Nvidia RTX PRO 6000 Blackwell Workstation Edition 96GBWorkstation961,792600
Nvidia RTX PRO 5000 Blackwell 48GBWorkstation481,344300
Each tier sets a floor on memoryVRAM floor by tier: Gaming budget, 12 GB (Current generation: RTX 50, RX 9000 or Arc B); Gaming mainstream, 16 GB (1440p high settings, or 4K with upscaling); Gaming high end, 16 GB (Built for 4K); SI budget, 16 GB (Enough for 8B-class models); SI mainstream, 24 GB (Larger models and longer context); SI high end, 32 GB (On one card); SI workstation, 48 GB (On one card, for models past 32 GB).BEST GPUS / THE BAREach tier sets a floor on memoryThe least VRAM a card needs to be picked for the tierGaming budgetCurrent generation: RTX 50, RX 9000 or Arc B12 GBGaming mainstream1440p high settings, or 4K with upscaling16 GBGaming high endBuilt for 4K16 GBSI budgetEnough for 8B-class models16 GBSI mainstreamLarger models and longer context24 GBSI high endOn one card32 GBSI workstationOn one card, for models past 32 GB48 GB012243648Least VRAM for the tier (GB)
A card can clear a higher floor and still sit in a lower tier when the reviews rank it there.

Gaming GPUs

Gaming GPUs · tier 1 of 3

Budget

Current-generation cards with at least 12 GB of VRAM, aimed at 1080p and 1440p.

2 picks, best first

  1. Best pick

    AMD Radeon RX 9060 XT 16GB

    Launched June 2025

    AMD Radeon RX 9060 XT 16GB, product photo from AMD
    Photo: AMD

    16 GB of VRAM in the budget class. Tom’s Hardware calls it good performance at a reasonable price and says it makes Nvidia’s 8 GB cards look shortsighted; GamersNexus found it typically about 10% ahead of the RTX 5060 at 1080p.

    VRAM
    16 GB
    Memory bandwidth
    320 GB/s
    Board power
    160 W

    What is inside

    Chip
    Navi 44 (TSMC N4P) Named review
    VRAM
    16 GB, 320 GB/s Named review
    Memory
    20 Gbps, 128-bit bus Named review
    Board power
    160 W Named review
    How it clears the bar
    AMD Radeon RX 9060 XT 16GB: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM12 GB or more16 GBNamed review

    The tier’s aim: Current generation: RTX 50, RX 9000 or Arc B.

    Full specs
    Chip
    Navi 44 (TSMC N4P)
    VRAM
    16 GB
    Memory
    20 Gbps, 128-bit bus
    Bandwidth
    320 GB/s
    Board power
    160 W
    Models
    Sold by many makers; the link searches the model name
  2. 2nd pick

    Nvidia GeForce RTX 5060 Ti 16GB

    Launched April 2025

    Nvidia GeForce RTX 5060 Ti 16GB, product photo from ASUS
    Photo: ASUS

    The Nvidia alternative with 16 GB and faster memory (448 GB/s against 320 GB/s). Tom’s Hardware measured 15% more performance than the RTX 4060 Ti 16GB and calls it a good choice, assuming you can find it at a reasonable price.

    VRAM
    16 GB
    Memory bandwidth
    448 GB/s
    Board power
    180 W

    What is inside

    Chip
    Blackwell GB206 (TSMC 4N) Named review
    VRAM
    16 GB, 448 GB/s Named review
    Memory
    28 Gbps, 128-bit bus Named review
    Board power
    180 W Named review
    How it clears the bar
    Nvidia GeForce RTX 5060 Ti 16GB: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM12 GB or more16 GBNamed review

    The tier’s aim: Current generation: RTX 50, RX 9000 or Arc B.

    Full specs
    Chip
    Blackwell GB206 (TSMC 4N)
    VRAM
    16 GB
    Memory
    28 Gbps, 128-bit bus
    Bandwidth
    448 GB/s
    Board power
    180 W
    Models
    Sold by many makers; the link searches the model name

Gaming GPUs · tier 2 of 3

Mainstream

Cards with at least 16 GB of VRAM that handle 1440p at high settings, or 4K with upscaling.

2 picks, best first

  1. Best pick

    AMD Radeon RX 9070 XT

    Launched March 2025

    AMD Radeon RX 9070 XT, product photo from AMD
    Photo: AMD

    Tom’s Hardware calls it strong mainstream performance at a great price. GamersNexus found the RTX 5070 Ti only 3% ahead at 1440p, though ray tracing often falls behind Nvidia’s.

    VRAM
    16 GB
    Memory bandwidth
    640 GB/s
    Board power
    304 W

    What is inside

    Chip
    Navi 48 (TSMC N4P) Named review
    VRAM
    16 GB, 640 GB/s Named review
    Memory
    20 Gbps, 256-bit bus Named review
    Board power
    304 W Named review
    How it clears the bar
    AMD Radeon RX 9070 XT: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM16 GB or more16 GBNamed review

    The tier’s aim: 1440p high settings, or 4K with upscaling.

    Full specs
    Chip
    Navi 48 (TSMC N4P)
    VRAM
    16 GB
    Memory
    20 Gbps, 256-bit bus
    Bandwidth
    640 GB/s
    Board power
    304 W
    Models
    Sold by many makers; the link searches the model name
  2. 2nd pick

    Nvidia GeForce RTX 5070 Ti

    Launched February 2025

    Nvidia GeForce RTX 5070 Ti, product photo from Nvidia
    Photo: Nvidia

    Tom’s Hardware calls it a great 1440p native card, or 4K with upscaling, but not a large generational jump. It has the faster memory of the two (896 GB/s) and the stronger ray tracing.

    VRAM
    16 GB
    Memory bandwidth
    896 GB/s
    Board power
    300 W

    What is inside

    Chip
    Blackwell GB203 (TSMC 4N) Named review
    VRAM
    16 GB, 896 GB/s Named review
    Memory
    28 Gbps, 256-bit bus Named review
    Board power
    300 W Named review
    How it clears the bar
    Nvidia GeForce RTX 5070 Ti: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM16 GB or more16 GBNamed review

    The tier’s aim: 1440p high settings, or 4K with upscaling.

    Full specs
    Chip
    Blackwell GB203 (TSMC 4N)
    VRAM
    16 GB
    Memory
    28 Gbps, 256-bit bus
    Bandwidth
    896 GB/s
    Board power
    300 W
    Models
    Sold by many makers; the link searches the model name

Gaming GPUs · tier 3 of 3

High end

Cards with at least 16 GB of VRAM built for 4K.

2 picks, best first

  1. Best pick

    Nvidia GeForce RTX 5090

    Launched January 2025

    Nvidia GeForce RTX 5090, product photo from Nvidia
    Photo: Nvidia

    The fastest GPU Tom’s Hardware has tested, most of the time, with 32 GB of VRAM. It is a 4K card, and its 575 W board power is the highest on this page.

    VRAM
    32 GB
    Memory bandwidth
    1,792 GB/s
    Board power
    575 W

    What is inside

    Chip
    Blackwell GB202 (TSMC 4N) Named review
    VRAM
    32 GB, 1,792 GB/s Named review
    Memory
    28 Gbps, 512-bit bus Named review
    Board power
    575 W Named review
    How it clears the bar
    Nvidia GeForce RTX 5090: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM16 GB or more32 GBNamed review

    The tier’s aim: Built for 4K.

    Full specs
    Chip
    Blackwell GB202 (TSMC 4N)
    VRAM
    32 GB
    Memory
    28 Gbps, 512-bit bus
    Bandwidth
    1,792 GB/s
    Board power
    575 W
    Models
    Sold by many makers; the link searches the model name
  2. 2nd pick

    Nvidia GeForce RTX 5080

    Launched January 2025

    Nvidia GeForce RTX 5080, product photo from Nvidia
    Photo: Nvidia

    A 4K card at 360 W, against 575 W for the RTX 5090, with 16 GB of VRAM. Tom’s Hardware found it not significantly faster than the RTX 4080 Super outside of multi-frame generation, and flags the 16 GB as a limit.

    VRAM
    16 GB
    Memory bandwidth
    960 GB/s
    Board power
    360 W

    What is inside

    Chip
    Blackwell GB203 (TSMC 4N) Named review
    VRAM
    16 GB, 960 GB/s Named review
    Memory
    30 Gbps, 256-bit bus Named review
    Board power
    360 W Named review
    How it clears the bar
    Nvidia GeForce RTX 5080: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM16 GB or more16 GBNamed review

    The tier’s aim: Built for 4K.

    Full specs
    Chip
    Blackwell GB203 (TSMC 4N)
    VRAM
    16 GB
    Memory
    30 Gbps, 256-bit bus
    Bandwidth
    960 GB/s
    Board power
    360 W
    Models
    Sold by many makers; the link searches the model name

SI GPUs

SI GPUs · tier 1 of 4

Budget

16 GB of VRAM, enough for 8B-class models and mid-size models at 4-bit.

2 picks, best first

  1. Best pick

    Nvidia GeForce RTX 5060 Ti 16GB

    Launched April 2025

    Nvidia GeForce RTX 5060 Ti 16GB, product photo from ASUS
    Photo: ASUS

    The way into 16 GB of VRAM on a current Nvidia card, with CUDA support. Puget Systems finds token generation depends mostly on memory bandwidth, and this card’s 448 GB/s is the lowest of the SI picks.

    VRAM
    16 GB
    Memory bandwidth
    448 GB/s
    Board power
    180 W

    What is inside

    Chip
    Blackwell GB206 (TSMC 4N) Named review
    VRAM
    16 GB, 448 GB/s Named review
    Memory
    28 Gbps, 128-bit bus Named review
    Board power
    180 W Named review
    How it clears the bar
    Nvidia GeForce RTX 5060 Ti 16GB: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM16 GB or more16 GBNamed review

    The tier’s aim: Enough for 8B-class models.

    Full specs
    Chip
    Blackwell GB206 (TSMC 4N)
    VRAM
    16 GB
    Memory
    28 Gbps, 128-bit bus
    Bandwidth
    448 GB/s
    Board power
    180 W
    Models
    Sold by many makers; the link searches the model name
  2. 2nd pick

    Nvidia GeForce RTX 5070 Ti

    Launched February 2025

    Nvidia GeForce RTX 5070 Ti, product photo from Nvidia
    Photo: Nvidia

    The same 16 GB with twice the memory bandwidth of the RTX 5060 Ti (896 GB/s against 448 GB/s), which matters for token generation. The reviews we saved did not measure this card on language models.

    VRAM
    16 GB
    Memory bandwidth
    896 GB/s
    Board power
    300 W

    What is inside

    Chip
    Blackwell GB203 (TSMC 4N) Named review
    VRAM
    16 GB, 896 GB/s Named review
    Memory
    28 Gbps, 256-bit bus Named review
    Board power
    300 W Named review
    How it clears the bar
    Nvidia GeForce RTX 5070 Ti: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM16 GB or more16 GBNamed review

    The tier’s aim: Enough for 8B-class models.

    Full specs
    Chip
    Blackwell GB203 (TSMC 4N)
    VRAM
    16 GB
    Memory
    28 Gbps, 256-bit bus
    Bandwidth
    896 GB/s
    Board power
    300 W
    Models
    Sold by many makers; the link searches the model name

SI GPUs · tier 2 of 4

Mainstream

24 GB of VRAM, room for larger models and longer context.

3 picks, best first

  1. Best pick

    Nvidia RTX PRO 4500 Blackwell 32GB

    Announced March 2025 at GTC 2025

    Nvidia RTX PRO 4500 Blackwell 32GB, product photo from Nvidia
    Photo: Nvidia

    32 GB of GDDR7 at 896 GB/s for 200 W. StorageReview found the Server Edition matched the L40S on short-prompt inference; Phoronix tested this card on Linux.

    VRAM
    32 GB
    Memory bandwidth
    896 GB/s
    Board power
    200 W

    What is inside

    Chip
    GB203 (Blackwell) Maker sheet
    VRAM
    32 GB, 896 GB/s Maker sheet
    Memory
    256-bit bus Maker sheet
    Board power
    200 W Maker sheet
    How it clears the bar
    Nvidia RTX PRO 4500 Blackwell 32GB: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM24 GB or more32 GBMaker sheet

    The tier’s aim: Larger models and longer context.

    Full specs
    Chip
    GB203 (Blackwell)
    VRAM
    32 GB
    Memory
    256-bit bus
    Bandwidth
    896 GB/s
    Board power
    200 W
    Models
    Sold by many makers; the link searches the model name
  2. 2nd pick

    Nvidia RTX PRO 4000 Blackwell 24GB

    Announced March 2025; NVIDIA said it would ship in summer 2025

    Nvidia RTX PRO 4000 Blackwell 24GB, product photo from Nvidia
    Photo: Nvidia

    24 GB of GDDR7 at 672 GB/s for 145 W, the lowest board power of the three mainstream picks. Puget Systems’ MLPerf Client test put the Arc Pro B70 7% ahead of it. Phoronix tested it on Linux with the rest of the RTX PRO Blackwell line.

    VRAM
    24 GB
    Memory bandwidth
    672 GB/s
    Board power
    145 W

    What is inside

    Chip
    Blackwell Named review
    VRAM
    24 GB, 672 GB/s Named review
    Memory
    192-bit bus Named review
    Board power
    145 W Named review
    How it clears the bar
    Nvidia RTX PRO 4000 Blackwell 24GB: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM24 GB or more24 GBNamed review

    The tier’s aim: Larger models and longer context.

    Full specs
    Chip
    Blackwell
    VRAM
    24 GB
    Memory
    192-bit bus
    Bandwidth
    672 GB/s
    Board power
    145 W
    Models
    Sold by many makers; the link searches the model name
  3. 3rd pick

    Intel Arc Pro B60 24GB

    Launched By December 2025 (date of StorageReview’s preview)

    Intel Arc Pro B60 24GB, product photo from Sparkle
    Photo: Sparkle

    24 GB of GDDR6 at 456 GB/s and up to 200 W. StorageReview tested B60 GPUs on Maxsun’s dual-GPU boards: one GPU gave 49.22 tokens per second per user on a 20B model at batch size 1. It is an early platform preview rather than a single-card review.

    VRAM
    24 GB
    Memory bandwidth
    456 GB/s
    Board power
    200 W

    What is inside

    Chip
    Battlemage (TSMC 5 nm) Teardown or lab test
    VRAM
    24 GB, 456 GB/s Teardown or lab test
    Memory
    192-bit bus Teardown or lab test
    Board power
    200 W Teardown or lab test
    How it clears the bar
    Intel Arc Pro B60 24GB: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM24 GB or more24 GBTeardown or lab test

    The tier’s aim: Larger models and longer context.

    Full specs
    Chip
    Battlemage (TSMC 5 nm)
    VRAM
    24 GB
    Memory
    192-bit bus
    Bandwidth
    456 GB/s
    Board power
    200 W
    Models
    Sold by many makers; the link searches the model name

SI GPUs · tier 3 of 4

High end

32 GB of VRAM or more on one card.

3 picks, best first

  1. Best pick

    Nvidia GeForce RTX 5090

    Launched January 2025

    Nvidia GeForce RTX 5090, product photo from Nvidia
    Photo: Nvidia

    Puget Systems calls it theoretically the best consumer GPU for SI work: 32 GB at 1.79 TB/s, about 29% ahead of the RTX 4090 in its token generation test. Puget also notes software support for the card was still maturing.

    VRAM
    32 GB
    Memory bandwidth
    1,792 GB/s
    Board power
    575 W

    What is inside

    Chip
    Blackwell GB202 (TSMC 4N) Named review
    VRAM
    32 GB, 1,792 GB/s Named review
    Memory
    28 Gbps, 512-bit bus Named review
    Board power
    575 W Named review
    How it clears the bar
    Nvidia GeForce RTX 5090: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM32 GB or more32 GBNamed review

    The tier’s aim: On one card.

    Full specs
    Chip
    Blackwell GB202 (TSMC 4N)
    VRAM
    32 GB
    Memory
    28 Gbps, 512-bit bus
    Bandwidth
    1,792 GB/s
    Board power
    575 W
    Models
    Sold by many makers; the link searches the model name
  2. 2nd pick

    Intel Arc Pro B70 32GB

    Launched March 2026

    Intel Arc Pro B70 32GB, product photo from Sparkle
    Photo: Sparkle

    32 GB of GDDR6 at 608 GB/s for 230 W. In Puget Systems’ MLPerf Client test it was the fastest card it tried, 7% ahead of the R9700 and the RTX PRO 4000 Blackwell, and it returned the first token in about half the time of the 4000. StorageReview says the hardware is ready but the software still has to catch up.

    VRAM
    32 GB
    Memory bandwidth
    608 GB/s
    Board power
    230 W

    What is inside

    Chip
    Battlemage (TSMC N5) Named review
    VRAM
    32 GB, 608 GB/s Named review
    Memory
    256-bit bus Named review
    Board power
    230 W Named review
    How it clears the bar
    Intel Arc Pro B70 32GB: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM32 GB or more32 GBNamed review

    The tier’s aim: On one card.

    Full specs
    Chip
    Battlemage (TSMC N5)
    VRAM
    32 GB
    Memory
    256-bit bus
    Bandwidth
    608 GB/s
    Board power
    230 W
    Models
    Sold by many makers; the link searches the model name
  3. 3rd pick

    AMD Radeon AI PRO R9700

    Announced May 2025; AMD said board partners would sell it from July 2025

    AMD Radeon AI PRO R9700, product photo from AMD
    Photo: AMD

    32 GB of GDDR6 per card, in a workstation design built for two or more cards in one machine. Puget runs 8B models in FP16 on one card and 27B models at higher precision on two, using AMD’s ROCm software rather than CUDA.

    VRAM
    32 GB
    Memory bandwidth
    640 GB/s
    Board power
    300 W

    What is inside

    Chip
    RDNA 4 Teardown or lab test
    VRAM
    32 GB, 640 GB/s Teardown or lab test
    Memory
    256-bit bus Teardown or lab test
    Board power
    300 W Teardown or lab test
    How it clears the bar
    AMD Radeon AI PRO R9700: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM32 GB or more32 GBTeardown or lab test

    The tier’s aim: On one card.

    Full specs
    Chip
    RDNA 4
    VRAM
    32 GB
    Memory
    256-bit bus
    Bandwidth
    640 GB/s
    Board power
    300 W
    Models
    Sold by many makers; the link searches the model name

SI GPUs · tier 4 of 4

Workstation

48 GB of VRAM or more on one card, for models and context that do not fit in 32 GB.

2 picks, best first

  1. Best pick

    Nvidia RTX PRO 6000 Blackwell Workstation Edition 96GB

    Announced March 2025; shipping from April and May 2025

    Nvidia RTX PRO 6000 Blackwell Workstation Edition 96GB, product photo from Nvidia
    Photo: Nvidia

    The most memory on one card here: 96 GB of GDDR7 with ECC. StorageReview ran GPT-OSS 120B on it at 163.1 tokens per second and 70B models at about 31.8, and says cards such as the RTX 5090 cannot load a 120B model. It draws 600 W, and Puget Systems calls its heat and cost the catch: a card that is not for everyone.

    VRAM
    96 GB
    Memory bandwidth
    1,792 GB/s
    Board power
    600 W

    What is inside

    Chip
    Blackwell GB202 Named review
    VRAM
    96 GB, 1,792 GB/s Named review
    Memory
    28 Gbps, 512-bit bus Named review
    Board power
    600 W Named review
    How it clears the bar
    Nvidia RTX PRO 6000 Blackwell Workstation Edition 96GB: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM48 GB or more96 GBNamed review

    The tier’s aim: On one card, for models past 32 GB.

    Full specs
    Chip
    Blackwell GB202
    VRAM
    96 GB
    Memory
    28 Gbps, 512-bit bus
    Bandwidth
    1,792 GB/s
    Board power
    600 W
    Models
    Sold by many makers; the link searches the model name
  2. 2nd pick

    Nvidia RTX PRO 5000 Blackwell 48GB

    Announced March 2025; NVIDIA said it would ship in summer 2025

    Nvidia RTX PRO 5000 Blackwell 48GB, product photo from Nvidia
    Photo: Nvidia

    48 GB of GDDR7 with ECC on a 512-bit bus at 300 W, half the board power of the RTX PRO 6000. The saved review is Phoronix’s Linux test of the whole RTX PRO Blackwell line, so this card has no language-model result on this page.

    NVIDIA has also sold a 72 GB RTX PRO 5000 since December 2025. This entry is the 48 GB card.

    VRAM
    48 GB
    Memory bandwidth
    1,344 GB/s
    Board power
    300 W

    What is inside

    Chip
    Blackwell Teardown or lab test
    VRAM
    48 GB, 1,344 GB/s Teardown or lab test
    Memory
    512-bit bus Teardown or lab test
    Board power
    300 W Teardown or lab test
    How it clears the bar
    Nvidia RTX PRO 5000 Blackwell 48GB: each requirement of its tier and the card’s own value
    RequirementThe barThis cardSource kind
    VRAM48 GB or more48 GBTeardown or lab test

    The tier’s aim: On one card, for models past 32 GB.

    Full specs
    Chip
    Blackwell
    VRAM
    48 GB
    Memory
    512-bit bus
    Bandwidth
    1,344 GB/s
    Board power
    300 W
    Models
    Sold by many makers; the link searches the model name

All picks side by side

Every figure is the one on the card’s entry. Press a column heading to sort; press it again to reverse.

Gaming GPUs

Tier and pickCardGPUVRAM (GB)Memory bus (bits)Memory bandwidth (GB/s)Board power (W)Launched
Budget · Best pickAMD Radeon RX 9060 XT 16GBNavi 44 (TSMC N4P)16128320160June 2025
Budget · 2nd pickNvidia GeForce RTX 5060 Ti 16GBBlackwell GB206 (TSMC 4N)16128448180April 2025
Mainstream · Best pickAMD Radeon RX 9070 XTNavi 48 (TSMC N4P)16256640304March 2025
Mainstream · 2nd pickNvidia GeForce RTX 5070 TiBlackwell GB203 (TSMC 4N)16256896300February 2025
High end · Best pickNvidia GeForce RTX 5090Blackwell GB202 (TSMC 4N)325121,792575January 2025
High end · 2nd pickNvidia GeForce RTX 5080Blackwell GB203 (TSMC 4N)16256960360January 2025

SI GPUs

Tier and pickCardGPUVRAM (GB)Memory bus (bits)Memory bandwidth (GB/s)Board power (W)Launched
Budget · Best pickNvidia GeForce RTX 5060 Ti 16GBBlackwell GB206 (TSMC 4N)16128448180April 2025
Budget · 2nd pickNvidia GeForce RTX 5070 TiBlackwell GB203 (TSMC 4N)16256896300February 2025
Mainstream · Best pickNvidia RTX PRO 4500 Blackwell 32GBGB203 (Blackwell)32256896200Announced March 2025 at GTC 2025
Mainstream · 2nd pickNvidia RTX PRO 4000 Blackwell 24GBBlackwell24192672145Announced March 2025; NVIDIA said it would ship in summer 2025
Mainstream · 3rd pickIntel Arc Pro B60 24GBBattlemage (TSMC 5 nm)24192456200By December 2025
High end · Best pickNvidia GeForce RTX 5090Blackwell GB202 (TSMC 4N)325121,792575January 2025
High end · 2nd pickIntel Arc Pro B70 32GBBattlemage (TSMC N5)32256608230March 2026
High end · 3rd pickAMD Radeon AI PRO R9700RDNA 432256640300Announced May 2025; AMD said board partners would sell it from July 2025
Workstation · Best pickNvidia RTX PRO 6000 Blackwell Workstation Edition 96GBBlackwell GB202965121,792600Announced March 2025; shipping from April and May 2025
Workstation · 2nd pickNvidia RTX PRO 5000 Blackwell 48GBBlackwell485121,344300Announced March 2025; NVIDIA said it would ship in summer 2025

How we pick

A card becomes a pick when it clears the memory bar for its tier and at least one published review that tested it is saved in our library. Among the cards that clear the bar, the reviews decide the order: speed in games for the gaming tiers, and memory size and bandwidth for the SI tiers, where the card has to hold the model before anything else matters. A card with no saved review is left out, even if it sells well.

The bar for every tier is drawn at the top of this page, in the overview.

An older card can still win its tier; when it launched more than three years before the check date, its card says so. We check the picks again when new reviews come out.

Reading the cards

Every figure comes from the spec table of the review linked under “Full specs”. Board power is the maker’s rated power for the card; the bar fills against the highest figure on this page. Memory bandwidth is how fast the chip can read its VRAM, and it sets how quickly a card writes out text from a language model once the model fits in memory. VRAM is the card’s own memory: a model that does not fit spills into slower system memory and slows sharply.

The same card can appear in both sections, with a different reason in each. Where a review did not measure a card on language models, the card says so instead of guessing. To see how GPU memory fits into the wider chain from flash to compute, read the memory and storage hierarchy guide, and for why memory prices are rising, read The Memory Cycle. For drives, see Best SSDs.

This page does not show prices. A page built once cannot keep a price current, and a stale price is worse than none.

Also considered

Products the reviews we read tested that did not make the cut, and the reason each one missed.

Gaming GPUs · Mainstream

Gaming GPUs · High end

Questions before you buy

How much VRAM do I need?

For gaming we set the bar at 12 GB for budget cards and 16 GB for 1440p and 4K. For running models, 16 GB covers 8B-class models, 24 GB leaves room for larger models and longer context, and 32 GB or more is our high-end tier.

Why does memory matter more than shader count for running models?

A model has to fit in VRAM before anything else matters. Once it fits, Puget Systems finds token generation depends mostly on memory bandwidth, so a card with faster memory answers faster. How high bandwidth memory works.

Is GDDR7 better than GDDR6?

GDDR7 is the newer memory type and runs faster per pin. The RTX 5090 runs it at 28 Gbps on a 512-bit bus for 1792 GB/s, while the RX 9070 XT runs GDDR6 at 20 Gbps on a 256-bit bus for 640 GB/s. Bus width counts as much as pin speed. Current memory ICs.

Do I need a workstation card?

Only if your model or its context does not fit in 32 GB. Our workstation tier starts at 48 GB on one card, and the RTX PRO 6000 has 96 GB with ECC, at 600 W.

Will it work with my power supply and case?

Start with the card’s board power. Our picks run from 145 W to 600 W, and the RTX 5090 alone is 575 W. Add the rest of your system, leave headroom, and check the card maker’s recommended supply, the power connector it needs and its length.

Can I run local models on an AMD or Intel card?

Yes, but the software differs. Nvidia cards have CUDA support, the AMD Radeon AI PRO R9700 uses ROCm, and StorageReview says the Intel Arc Pro B70 hardware is ready but the software still has to catch up. Check that your tools support the card before you buy.