AMD FirePro W7000 vs AMD Radeon Pro Vega 16 Comparison

Head-to-Head Benchmarks

The recorded data shows only two direct head-to-head comparisons between the AMD Radeon Pro Vega 16 and the AMD FirePro W7000, and the results are extremely tight. In Geekbench OpenCL, the Radeon Pro Vega 16 scores 18,268 against the FirePro W7000's 17,808, a 2.6% advantage for the newer part. That is a meaningful but not overwhelming margin, and it tracks closely with the raw compute specifications: the Vega 16 delivers 2.437 TFLOPS FP32 while the FirePro W7000 delivers 2.432 TFLOPS, a difference of only 0.2%. The OpenCL result therefore reflects the near-identical peak floating-point throughput of the two cards.

The Vulkan test flips the result. The FirePro W7000 scores 22,001 versus the Vega 16's 21,832, a 0.8% edge for the older workstation card. This is within run-to-run noise territory, but the database records it as a win for the FirePro W7000. The Vulkan margin is smaller than the OpenCL margin, which suggests that the Vega 16's architectural advantages do not translate evenly across every API. The Vega 16 supports Vulkan 1.3, while the FirePro W7000 supports Vulkan 1.2.170, yet the older card still manages to edge ahead in this workload.

Looking at the broader benchmark averages, the Vega 16 holds a clear overall lead. Its average benchmark score across all recorded tests is 23,250, placing it in the 68th percentile of all GPUs. The FirePro W7000 averages 19,905, which lands in the 65th percentile. That is a 16.8% gap in average score, driven largely by the Vega 16's additional Geekbench Metal result of 29,650, a test the FirePro W7000 never took. The Metal score is far above both cards' OpenCL and Vulkan numbers, and it significantly boosts the Vega 16's standing in the database.

The nearest rival data puts both cards in similar company. The Vega 16 sits within 0.3% of the AMD Radeon AI PRO R9700, and within 0.1% of both the AMD Radeon RX 6600M and the AMD Radeon R9 M290X. The FirePro W7000 is 0.1% ahead of the NVIDIA Tesla K40m, 0.7% ahead of the AMD Radeon RX 6650 XT, and 1.5% ahead of the NVIDIA Quadro K5200. Neither card dominates its immediate competitors; both are clustered tightly with other mid-range workstation and gaming parts from their respective eras.

FAQ

Q: Which card is faster in OpenCL?

A: The AMD Radeon Pro Vega 16 wins the Geekbench OpenCL test with 18,268 points, 2.6% ahead of the FirePro W7000's 17,808.

Q: Which card is faster in Vulkan?

A: The AMD FirePro W7000 edges out the Vega 16 in Geekbench Vulkan, scoring 22,001 against 21,832, a 0.8% difference.

Q: How do the memory subsystems compare?

A: The Vega 16 uses 4 GB of HBM2 on a 1024-bit bus with 307.2 GB/s of bandwidth. The FirePro W7000 uses 4 GB of GDDR5 on a 256-bit bus with 153.6 GB/s of bandwidth. The Vega 16 has exactly double the memory bandwidth.

Q: Do both cards support the same DirectX version?

A: No. The Vega 16 supports DirectX 12 (12_1), while the FirePro W7000 supports DirectX 12 (11_1), a lower feature level.

Q: What is the power consumption difference?

A: The Vega 16 has a TDP of 75 W and is listed as an integrated graphics processor (IGP). The FirePro W7000 has a TDP of 150 W, requires a single 6-pin power connector, and needs a 450 W suggested power supply.

Q: Which card has the higher overall benchmark percentile?

A: The Vega 16 sits in the 68th percentile of all GPUs with an average score of 23,250, while the FirePro W7000 sits in the 65th percentile with an average of 19,905.

Architecture Differences

The two cards come from different generations of AMD's Graphics Core Next architecture. The Radeon Pro Vega 16 uses the Vega 12 chip built on GCN 5.0 at a 14 nm process node from GlobalFoundries. The FirePro W7000 uses the Pitcairn chip built on the original GCN 1.0 architecture at a 28 nm node from TSMC. This is a full two architecture generations apart, and the process shrink from 28 nm to 14 nm is the primary reason the Vega 16 achieves comparable compute performance at half the power draw.

The FirePro W7000 does provide its transistor and die information in the database: 2,800 million transistors on a 212 mm² die, for a transistor density of 13.2 million transistors per mm². The Vega 16's transistor count and die size are not recorded, so a direct density comparison is not possible from the available data. The Vega 16 also lacks stated FP16 performance in the same way the FirePro W7000 does; the Vega 16 lists 4.874 TFLOPS FP16 at a 2:1 ratio, while the FirePro W7000 has no FP16 figure recorded at all. This reflects the GCN 5.0 architecture's support for packed FP16 math, a feature that did not exist in the original GCN 1.0 design.

Memory architecture is another major divider. The Vega 16 uses HBM2 on a 1024-bit interface, which is an extremely wide bus designed for high bandwidth in a compact package. The FirePro W7000 uses GDDR5 on a 256-bit interface. Both cards have 4 GB of memory, but the Vega 16's 307.2 GB/s bandwidth is double the FirePro W7000's 153.6 GB/s. The Vega 16's memory runs at 1200 MHz with 2.4 Gbps effective data rate, while the FirePro W7000's memory also runs at 1200 MHz but achieves 4.8 Gbps effective due to the different memory technology.

The Vega 16 is configured as an IGP, meaning it is designed to be integrated into a portable device rather than installed as a discrete expansion card. The FirePro W7000 is a single-slot card measuring 242 mm in length and 111 mm in height, with four DisplayPort 1.2 outputs. The Vega 16's display outputs are listed as "Portable Device Dependent," which means the connections depend entirely on the host laptop or all-in-one system.

Specification Differences

The most striking difference is the process node and foundry. The Vega 16 is built on 14 nm at GlobalFoundries, while the FirePro W7000 is built on 28 nm at TSMC. The FirePro W7000 is the only card with published transistor data: 2,800 million transistors on a 212 mm² die. No transistor count or die size is recorded for the Vega 16.

Clock speeds differ significantly. The Vega 16 has a base clock of 815 MHz and a boost clock of 1190 MHz. The FirePro W7000 has no base or boost clock recorded in the database. Memory clocks are identical at 1200 MHz, but the effective data rate differs: 2.4 Gbps for the Vega 16's HBM2 versus 4.8 Gbps for the FirePro W7000's GDDR5.

The Vega 16 has 1024 shading units, 64 texture mapping units, and 32 ROPs. The FirePro W7000 has 1280 shading units, 80 TMUs, and 32 ROPs. Despite having fewer shading units and TMUs, the Vega 16 posts nearly identical texture and pixel rates. The Vega 16's pixel rate is 38.08 GPixel/s versus 30.40 GPixel/s for the FirePro W7000, a 25.3% advantage. The texture rates are essentially tied at 76.16 GTexel/s for the Vega 16 and 76.00 GTexel/s for the FirePro W7000. FP32 compute is also nearly tied at 2.437 TFLOPS for the Vega 16 and 2.432 TFLOPS for the FirePro W7000.

Power requirements are dramatically different. The Vega 16 draws 75 W and needs no power connector because of its IGP form factor. The FirePro W7000 draws 150 W, requires a single 6-pin power connector, and lists a 450 W suggested power supply. The Vega 16 is half the power draw of the FirePro W7000 while delivering comparable or better compute throughput.

API support differs as well. The Vega 16 supports DirectX 12 (12_1), OpenGL 4.6, and Vulkan 1.3. The FirePro W7000 supports DirectX 12 (11_1), OpenGL 4.6, but only Vulkan 1.2.170. The Vega 16 is newer across every API generation.

The release dates are six years apart. The FirePro W7000 launched on 2012-06-12 with a launch MSRP of 899 USD. The Vega 16 launched on 2018-11-13 with no MSRP recorded. The FirePro W7000's predecessor is listed as FirePro Terascale and its successor as Radeon Pro Polaris. The Vega 16 has no predecessor or successor listed in the database. Both cards are end-of-life.

Where Each One Wins

The Radeon Pro Vega 16 wins on efficiency and modern feature support. Its 75 W TDP makes it suitable for portable workstations where the FirePro W7000's 150 W card with a 6-pin connector would be impractical. The Vega 16's HBM2 memory delivers 307.2 GB/s of bandwidth, double the FirePro W7000's 153.6 GB/s, which matters for memory-bound workloads like large texture sets or compute kernels that repeatedly access the same data. The Vega 16 also supports a newer DirectX feature level (12_1 versus 11_1) and a newer Vulkan version (1.3 versus 1.2.170), which gives it better forward compatibility with modern applications. Its FP16 throughput of 4.874 TFLOPS is recorded in the database, while the FirePro W7000 has no FP16 capability listed.

The FirePro W7000 wins on raw Vulkan performance and physical connectivity. Its Geekbench Vulkan score of 22,001 beats the Vega 16's 21,832, and it does so with an older architecture and a narrower memory bus. The FirePro W7000's four DisplayPort 1.2 outputs make it a genuine multi-monitor workstation card, whereas the Vega 16's outputs depend entirely on the host device. The FirePro W7000 also has more shading units (1280 versus 1024) and more TMUs (80 versus 64), which gives it a theoretical advantage in workloads that scale with those resources, even though its pixel rate is lower.

The Verdict

The data points to a clear split based on use case. For a modern portable workstation, the Radeon Pro Vega 16 is the obvious choice. It delivers 2.6% higher OpenCL performance, double the memory bandwidth, half the power draw, and newer API support, all in an IGP form factor that requires no power connector. Its 68th percentile ranking and 23,250 average score are also higher than the FirePro W7000's 65th percentile and 19,905 average. The Vega 16's extra Metal benchmark result of 29,650 further cements its standing in the database, even though that test is not directly comparable to the FirePro W7000's results.

For a legacy desktop workstation with multiple displays, the FirePro W7000 still has a role. Its Vulkan win, even if narrow at 0.8%, shows that the older GCN 1.0 architecture is not obsolete in every workload. The four DisplayPort 1.2 outputs are a practical advantage that the Vega 16 cannot match in its IGP configuration. The FirePro W7000's 899 USD launch MSRP also positioned it as a professional card, and its single-slot 242 mm length makes it easy to install in standard workstation chassis.

The tie in wins, one each in the head-to-head tests, reflects the fundamental similarity in FP32 compute between the two cards. The Vega 16 is not a generational leap in raw throughput; it is a leap in efficiency, bandwidth, and modern feature support. A user moving from the FirePro W7000 to the Vega 16 should expect roughly similar compute performance, better memory behavior, and a much easier power budget. A user needing multiple fixed DisplayPort outputs and maximum Vulkan performance from this specific pair should consider the FirePro W7000. The database's percentile rankings ultimately favor the Vega 16, and for most modern workloads, the newer card is the safer recommendation.