{"slug":"tenstorrent-blackhole","name":"Tenstorrent Blackhole","domain":"tenstorrent.com","verdict":"As of 2026-07-15, ChatGPT, Claude, Gemini, Grok collectively rank Tenstorrent Blackhole #7 of 7 for ai inference chip. Source: https://modelsagree.com/product/tenstorrent-blackhole (modelsagree.com, CC BY 4.0).","best_rank":7,"categories":1,"entries":[{"slug":"best-ai-inference-chip","title":"Best AI inference chip","rank":7,"of":7,"score":2,"appearances":1,"modelRanks":{"Gemini":4},"reason":"Offers a developer-first, cost-disruptive alternative to HBM-based systems by using GDDR6 memory and on-die RISC-V cores to eliminate host CPU overhead, all running on an open-source compiler stack; in a near-tie with AWS Inferentia2 for general cost-efficiency but favored for open-source code control.","reasons":[{"model":"Gemini","reason":"Offers a developer-first, cost-disruptive alternative to HBM-based systems by using GDDR6 memory and on-die RISC-V cores to eliminate host CPU overhead, all running on an open-source compiler stack; in a near-tie with AWS Inferentia2 for general cost-efficiency but favored for open-source code control."}],"fixes":[{"model":"Gemini","fix":"The GDDR6 memory interface provides significantly lower raw bandwidth than HBM3/e, limiting peak throughput for memory-bound workloads that cannot be tiled into SRAM."}],"updated":"2026-07-15","api":"https://modelsagree.com/api/v1/best/best-ai-inference-chip.json"}],"page":"https://modelsagree.com/product/tenstorrent-blackhole","check":"https://modelsagree.com/check?q=Tenstorrent%20Blackhole","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}