Intel just dropped a 32GB workstation card for $949 — and the Intel Arc Pro B70 AI GPU takes dead aim at Nvidia’s local-LLM crown.
The Intel Arc Pro B70 AI GPU is the card budget-minded AI builders have been waiting for. It pairs a huge 32GB of VRAM with 367 TOPS of INT8 compute for just $949, a fraction of what comparable Nvidia workstation cards cost. As a result, running large language models at home suddenly looks far more affordable. Moreover, Intel is pitching it squarely at AI, not gaming.
What Is the Intel Arc Pro B70 AI GPU?
The Intel Arc Pro B70 is Intel’s new professional graphics card, built on the Xe2 “Battlemage” architecture. It uses the larger BMG-G31 die on TSMC’s 5nm process, with 32 Xe2 cores, 256 XMX matrix engines for AI, and 32 ray tracing units. In other words, this is the big Battlemage chip, finally arriving for pros.
Intel aims it at AI workstations, local inference, and content creation rather than gaming. There is also a smaller sibling, the Arc Pro B65, for tighter budgets. Notably, the B70 can still play games, but that is a bonus, not the point.
Intel Arc Pro B70 Specs: 32GB VRAM and 367 TOPS
The headline spec is memory. The Arc Pro B70 carries 32GB of GDDR6 on a 256-bit bus running at 19 Gbps, which works out to 608 GB/s of bandwidth. That much VRAM is rare at this price, and it is exactly what large AI models crave.
On the compute side, the card delivers 22.94 TFLOPS of FP32 and a peak 367 TOPS of INT8 for inference. Its 256 XMX engines handle a wide spread of formats, from INT2, INT4 and INT8 to FP16, BF16 and TF32. It also uses a modern PCIe 5.0 x16 interface.
Intel Arc Pro B70 Price and Availability
Intel set the price at $949 for its own reference design. According to Tom’s Hardware, partner cards are coming from ARKN, ASRock, Gunnir, Maxsun and Sparkle, with availability at retailers like Micro Center. The card launched in March 2026.
For context, 32GB Nvidia workstation cards usually cost far more. Because of that gap, the B70 undercuts the competition dramatically on VRAM per dollar. And for local-AI users, that is the number they watch most closely.
Intel Arc Pro B70 AI Performance for Local LLMs
Where the Intel Arc Pro B70 AI card earns its keep is memory-hungry inference. With 32GB on board, it can load large language models that simply will not fit on 16GB cards, so you avoid painful model-splitting. Its 367 TOPS of INT8 then push tokens at a respectable clip.
Intel backs this with ISV-certified professional drivers, multi-GPU support on Linux, and inference tuning through oneAPI and OpenVINO. That makes it a genuine contender among the best GPU for AI picks for anyone building a home inference rig.
Intel Arc Pro B70 vs the Arc B580 and Rivals
Compared with Intel’s own last-gen card, the jump is big. Early tests put the B70 at roughly twice the speed of the Arc B580 on average, and it even beats the RTX 5060 Ti in some titles. For memory-bound AI work, that generational leap is what matters most.
Against Nvidia, the story is about value, not raw speed. A B70 will not out-muscle a top RTX card, yet it delivers double the VRAM of many rivals for hundreds of dollars less. For inference, where memory often matters more than peak throughput, that trade lands well.
Built to Break CUDA’s Hold on AI
The deeper play here is software. Nvidia’s CUDA has locked in AI developers for years, and Intel wants to crack that grip with cheap hardware plus open tooling. Its oneAPI and OpenVINO stacks aim to make the B70 a drop-in for common inference workflows.
Still, a caveat belongs up front. CUDA is deeply entrenched, and Intel’s ecosystem is younger, so expect some setup work and the occasional rough edge. Like the B580 before it, the B70 rewards tinkerers more than plug-and-play buyers.
What the Intel Arc Pro B70 AI Means for Builders
For hobbyists and small teams running models at home, the Intel Arc Pro B70 AI card changes the math. Thirty-two gigabytes of VRAM for $949 is the best memory-per-dollar deal in its class, and that alone will tempt anyone priced out of Nvidia’s workstation lineup.
It is not the fastest option, and the software is still maturing. Even so, as a VRAM-rich, budget ticket into serious local AI, the B70 is one of the most interesting cards Intel has shipped in years.
Want More on the Intel Arc Pro B70 AI?
If a big-memory card has you planning a home setup, start with our guide on how to run LLM locally. And for the cheaper Battlemage option, read our Intel Arc B580 for AI review.
Frequently Asked Questions
What is the Intel Arc Pro B70?
The Intel Arc Pro B70 is Intel’s professional Battlemage GPU with 32GB of VRAM, launched in 2026. It is built for AI inference, content creation, and workstation tasks rather than gaming, and it starts at $949.
How much VRAM does the Intel Arc Pro B70 have?
The Intel Arc Pro B70 has 32GB of GDDR6 memory on a 256-bit bus, delivering 608 GB/s of bandwidth. That large capacity lets it run big local AI models that will not fit on 16GB cards.
How much does the Intel Arc Pro B70 cost?
Intel prices the Arc Pro B70 at $949 for its reference design, with partner cards from ARKN, ASRock, Gunnir, Maxsun and Sparkle. That undercuts comparable 32GB Nvidia workstation cards by a wide margin.
Is the Intel Arc Pro B70 good for AI and local LLMs?
Yes, especially for memory-heavy inference. Its 32GB of VRAM and 367 TOPS of INT8 compute, plus oneAPI and OpenVINO support, make it a strong budget choice for running local LLMs, though the software stack is still maturing.
How does the Intel Arc Pro B70 compare to the Arc B580?
The Arc Pro B70 is roughly twice as fast as the Arc B580 on average and carries far more VRAM. It targets professionals and AI workloads, while the B580 is a cheaper, gaming-first card.
When was the Intel Arc Pro B70 released?
Intel launched the Arc Pro B70 in March 2026 as the first big Battlemage chip aimed at AI and workstation users, ahead of any gaming-focused variant.
*Sources: Puget Systems, Intel, igor’sLAB, best-ai.news.*
