| key,name,title_label,vendor,title,url,round |
| NVIDIA v5.1,NVIDIA v5.1,"NVIDIA, MLPerf Inference v5.1",NVIDIA,NVIDIA Technical Blog: NVIDIA Blackwell Ultra Sets New Inference Records in MLPerf Debut,https://developer.nvidia.com/blog/nvidia-blackwell-ultra-sets-new-inference-records-in-mlperf-debut,MLPerf Inference v5.1 |
| NVIDIA Training v5.0,NVIDIA Training v5.0,"NVIDIA, MLPerf Training v5.0",NVIDIA,NVIDIA Technical Blog: NVIDIA Blackwell Delivers up to 2.6x Higher Performance in MLPerf Training v5.0 (post dated 4 June 2025),https://developer.nvidia.com/blog/nvidia-blackwell-delivers-up-to-2-6x-higher-performance-in-mlperf-training-v5-0/,MLPerf Training v5.0 |
| NVIDIA Training v5.1,NVIDIA Training v5.1,"NVIDIA, MLPerf Training v5.1",NVIDIA,NVIDIA Technical Blog: NVIDIA Blackwell Architecture Sweeps MLPerf Training v5.1 Benchmarks (post dated 12 November 2025),https://developer.nvidia.com/blog/nvidia-blackwell-architecture-sweeps-mlperf-training-v5-1-benchmarks/,MLPerf Training v5.1 |
| NVIDIA Training v5.1 per dollar,NVIDIA Training v5.1 per dollar,"NVIDIA, MLPerf Training v5.1, per dollar",NVIDIA,NVIDIA Technical Blog: NVIDIA Blackwell Enables 3x Faster Training and Nearly 2x Training Performance Per Dollar than Previous-Gen Architecture (post dated 11 December 2025),https://developer.nvidia.com/blog/nvidia-blackwell-enables-3x-faster-training-and-nearly-2x-training-performance-per-dollar-than-previous-gen-architecture/,MLPerf Training v5.1 |
| Broadcom v5.1,Broadcom v5.1,"Broadcom, MLPerf Inference v5.1",Broadcom,Broadcom VMware Cloud Foundation Blog: The New Paradigm: MLPerf Inference 5.1 Confirms VCF is the Future of AI/ML Performance (post dated 15 December 2025),https://blogs.vmware.com/cloud-foundation/2025/12/15/mlperf-5-1-confirms-vcf-future-of-ai-ml-performance/,MLPerf Inference v5.1 |
| Google v5.0,Google v5.0,"Google, MLPerf Inference v5.0",Google,Google Cloud Blog: AI Hypercomputer inference updates for Google Cloud TPU and GPU (post dated April 2025),https://cloud.google.com/blog/products/compute/ai-hypercomputer-inference-updates-for-google-cloud-tpu-and-gpu,MLPerf Inference v5.0 |
| K-Veritas,K-Veritas,"K-Veritas, kveritas-go local-mode tests",K-Veritas,"K-Veritas README, kveritas-go commit 521070c (26 October 2026)",https://github.com/27-GROUP/kveritas-go,kveritas-go local-mode tests |
| Nebius Storage v3.0,Nebius Storage v3.0,"Nebius, MLPerf Storage v3.0",Nebius,Nebius blog: MLPerf Storage v3.0 results: Leading RetinaNet training on Nebius Object Storage (2026),https://nebius.com/blog/posts/mlperf-storage-v3-0-results,MLPerf Storage v3.0 |
| Azure Lustre Storage v3.0,Azure Lustre Storage v3.0,"Azure, MLPerf Storage v3.0",Azure,Microsoft Learn: Azure Managed Lustre MLPerf Storage v3.0 results (2026),https://learn.microsoft.com/en-us/azure/azure-managed-lustre/mlperf-storage-v3-results,MLPerf Storage v3.0 |
| NVIDIA AIStore Storage v3.0,NVIDIA AIStore Storage v3.0,"NVIDIA, MLPerf Storage v3.0",NVIDIA,NVIDIA AIStore blog: NVIDIA AIStore at MLPerf Storage v3.0: Linear Scale-Out and Multi-Cloud Portability (2026),https://aistore.nvidia.com/blog/2026/09/01/mlperf-storage-v3,MLPerf Storage v3.0 |
| NVIDIA Training v6.0,NVIDIA Training v6.0,"NVIDIA, MLPerf Training v6.0",NVIDIA,NVIDIA Technical Blog: NVIDIA Blackwell Tops MLPerf Training 6.0 with Industry-Leading Scale and Performance,https://developer.nvidia.com/blog/nvidia-blackwell-tops-mlperf-training-6-0-with-industry-leading-scale-and-performance/,MLPerf Training v6.0 |
| AMD v5.1,AMD v5.1,"AMD, MLPerf Inference v5.1",AMD,ROCm Blogs: Technical Dive into AMD's MLPerf Inference v5.1 Submission,https://rocm.blogs.amd.com/artificial-intelligence/mlperf-inference-v5.1/README.html,MLPerf Inference v5.1 |
| AMD v6.0,AMD v6.0,"AMD, MLPerf Inference v6.0",AMD,ROCm Blogs: AMD Instinct GPUs MLPerf Inference v6.0 Submission,https://rocm.blogs.amd.com/artificial-intelligence/mlperf-inference-v6.0/README.html,MLPerf Inference v6.0 |
| Intel v5.1,Intel v5.1,"Intel, MLPerf Inference v5.1",Intel,Intel Newsroom: Intel Arc Pro B-Series GPUs and Xeon 6 Shine in MLPerf Inference v5.1,https://newsroom.intel.com/artificial-intelligence/intel-arc-pro-b-series-gpus-and-xeon-6-shine-in-mlperf-inference-v5-1,MLPerf Inference v5.1 |
| Intel v6.0,Intel v6.0,"Intel, MLPerf Inference v6.0",Intel,"Intel Newsroom: Intel Delivers Open, Scalable AI Performance in MLPerf Inference v6.0",https://newsroom.intel.com/artificial-intelligence/intel-delivers-ai-performance-mlperf-inference-v6-0,MLPerf Inference v6.0 |
| Lambda v6.0,Lambda v6.0,"Lambda, MLPerf Inference v6.0",Lambda,"Lambda: Lambda's MLPerf Inference v6.0: hardware leap, software maturity, research breakthrough",https://lambda.ai/blog/lambdas-mlperf-inference-v6.0-hardware-leap-software-maturity-research-breakthrough,MLPerf Inference v6.0 |
| Nebius v6.0,Nebius v6.0,"Nebius, MLPerf Inference v6.0",Nebius,"Nebius: MLPerf Inference v6.0 results, top-tier AI performance on NVIDIA Blackwell and Blackwell Ultra",https://nebius.com/blog/posts/mlperf-inference-v6-0-results,MLPerf Inference v6.0 |
| Supermicro v6.0,Supermicro v6.0,"Supermicro, MLPerf Inference v6.0",Supermicro,Supermicro Data Center Stories: Supermicro Leads Whisper Benchmark in MLPerf v6.0 with NVIDIA Blackwell Ultra GPUs,https://learn-more.supermicro.com/data-center-stories/supermicro-leads-whisper-benchmark-in-mlperf-v6-nvidia-b300-gpus,MLPerf Inference v6.0 |
| Supermicro Training v6.0,Supermicro Training v6.0,"Supermicro, MLPerf Training v6.0",Supermicro,Supermicro Data Center Stories: Supermicro NVIDIA Blackwell Systems Demonstrate Linear Scalability for MLPerf Training v6.0,https://learn-more.supermicro.com/data-center-stories/supermicro-nvidia-blackwell-systems-linear-scalability-mlperf-training,MLPerf Training v6.0 |
| Dell v6.1,Dell v6.1,"Dell, MLPerf Inference v6.1",Dell,"Dell Technologies: Faster Inference, Fewer Compromises: MLPerf v6.1 Results on the Dell PowerEdge R770 and R770AP (post dated 23 October 2026)",https://www.dell.com/en-us/infohub/articles/faster-inference-fewer-compromises-mlperf-v6-1-results-on-the-dell-poweredge-r770-and-r770ap,MLPerf Inference v6.1 |
| Dell MI355X v6.0,Dell MI355X v6.0,"Dell, MLPerf Inference v6.0, MI355X post",Dell,Dell Technologies Info Hub: MLPerf Inference v6.0: Dell Showcases Breakthrough Performance with AMD Instinct MI355X GPUs (post dated 16 April 2026),https://infohub.delltechnologies.com/en-us/p/mlperf-inference-v6-0-dell-showcases-breakthrough-performance-with-amd-instinct-tm-mi355x-gpus/,MLPerf Inference v6.0 |
| Dell Overview v6.1,Dell Overview v6.1,"Dell, MLPerf Inference v6.1, overview post",Dell,Dell Technologies Info Hub: Driving AI Innovation: Dell Technologies Advances AI Inference Performance with MLPerf Inference v6.1 (post dated 16 September 2026),https://infohub.delltechnologies.com/en-uk/p/driving-ai-innovation-dell-technologies-advances-ai-inference-performance-with-mlperf-inference-v6-1/,MLPerf Inference v6.1 |
| Dell YOLO v6.0,Dell YOLO v6.0,"Dell, MLPerf Inference v6.0, YOLO post",Dell,Dell Technologies Info Hub: Benchmark Builders to Performance Breakers: Dell's YOLO Journey in MLPerf Inference v6.0 (post dated 24 April 2026),https://infohub.delltechnologies.com/en-us/p/benchmark-builders-to-performance-breakers-dell-s-yolo-journey-in-mlperf-inference-v6-0/,MLPerf Inference v6.0 |
| HPE v6.0,HPE v6.0,"HPE, MLPerf Inference v6.0",HPE,HPE Community blog: HPE secures 18 top rankings in MLPerf Inference v6.0 AI benchmarks (post dated 1 April 2026),https://community.hpe.com/t5/ai-unlocked/hpe-secures-18-top-rankings-in-mlperf-inference-v6-0-ai/ba-p/7264016,MLPerf Inference v6.0 |
| AMD Training v6.0,AMD Training v6.0,"AMD, MLPerf Training v6.0",AMD,"AMD Blogs: AMD Instinct GPUs Deliver Breakthrough Performance, Multi-node Scale and Ecosystem Validation in MLPerf Training 6.0 (post dated 16 June 2026)",https://www.amd.com/en/blogs/2026/amd-delivers-breakthrough-mlperf-training-6-0-results.html,MLPerf Training v6.0 |
| Lambda Training v6.0,Lambda Training v6.0,"Lambda, MLPerf Training v6.0",Lambda,Lambda: MLPerf Training v6.0: Lambda delivers fastest LLM training on NVIDIA GB300 NVL72 and fastest MoE training on NVIDIA HGX B200 (post dated 16 June 2026),https://lambda.ai/blog/mlperf-training-v6.0-lambda-delivers-fastest-llm-training,MLPerf Training v6.0 |
| CoreWeave Training v6.0,CoreWeave Training v6.0,"CoreWeave, MLPerf Training v6.0",CoreWeave,"CoreWeave: Scaling frontier-class AI training on CoreWeave, a deep technical analysis of MLPerf Training v6.0 results (whitepaper page)",https://coreweave.com/resources/whitepapers/scaling-frontier-class-ai-training-on-coreweave-a-deep-technical-analysis-of-mlperf-r-training-v6-0-results,MLPerf Training v6.0 |
| NVIDIA v6.1,NVIDIA v6.1,"NVIDIA, MLPerf Inference v6.1",NVIDIA,NVIDIA Blog: NVIDIA Vera Rubin NVL72 Delivers Leading Performance in MLPerf Inference v6.1 Debut,https://blogs.nvidia.com/blog/vera-rubin-nvl72-mlperf-inference,MLPerf Inference v6.1 |
| AMD v6.1,AMD v6.1,"AMD, MLPerf Inference v6.1",AMD,AMD Blogs: AMD Delivers Its Broadest MLPerf Inference 6.1 Submission (post dated 16 September 2026),https://www.amd.com/en/blogs/2026/amd-delivers-its-broadest-mlperf-inference-6-1-submission.html,MLPerf Inference v6.1 |
| Crusoe v6.1,Crusoe v6.1,"Crusoe, MLPerf Inference v6.1",Crusoe,Crusoe: Serving 5.75 million tokens per second: Crusoe's MLPerf Inference v6.1 results on AMD MI355X (post dated 16 September 2026),https://www.crusoe.ai/resources/blog/serving-5-75-million-tokens-per-second-crusoes-mlperf-inference-v6-1-results-on-amd-mi355x,MLPerf Inference v6.1 |
| Lambda v5.1,Lambda v5.1,"Lambda, MLPerf Inference v5.1",Lambda,"Lambda: LLM performance up 15.4%: MLPerf v5.1 confirms NVIDIA HGX B200 on Lambda is built for enterprise inference (post dated 9 September 2025, updated 22 October 2026)",https://lambda.ai/blog/lambda-mlperf-inference-v5.1,MLPerf Inference v5.1 |
| Nebius v5.1,Nebius v5.1,"Nebius, MLPerf Inference v5.1",Nebius,Nebius: Nebius proves bare-metal-class performance for AI inference workloads in MLPerf Inference v5.1,https://nebius.com/blog/posts/bare-metal-class-performance-mlperf-inference,MLPerf Inference v5.1 |
| Lambda v6.1,Lambda v6.1,"Lambda, MLPerf Inference v6.1",Lambda,"Lambda: MLPerf Inference v6.1: pioneering agent, VLM benchmarks (post dated 16 September 2026, updated 22 October 2026)",https://lambda.ai/blog/mlperf-inference-v6.1,MLPerf Inference v6.1 |
| Lenovo v5.1,Lenovo v5.1,"Lenovo, MLPerf Inference v5.1",Lenovo,"Lenovo: Unleashing AI Excellence: Lenovo ThinkSystem Dominates MLPerf v5.1 with Exceptional Inference Performance (Lenovo Press LP2330, published 11 November 2025)",https://lenovopress.lenovo.com/lp2330-lenovo-thinksystem-dominates-mlperf-v51-with-exceptional-inference-performance,MLPerf Inference v5.1 |
| Nebius v6.1,Nebius v6.1,"Nebius, MLPerf Inference v6.1",Nebius,Nebius: MLPerf Inference v6.1 Results: NVIDIA Vera Rubin NVL72,https://nebius.com/blog/posts/mlperf-inference-v6-1-results,MLPerf Inference v6.1 |
| Red Hat v5.0,Red Hat v5.0,"Red Hat, MLPerf Inference v5.0",Red Hat,Red Hat: MLPerf Inference v5.0 results with Supermicro's GH200 Grace Hopper Superchip-based Server and Red Hat OpenShift (post dated 18 June 2025),https://www.redhat.com/en/blog/mlperf-inference-v50-results,MLPerf Inference v5.0 |
| Red Hat v6.0,Red Hat v6.0,"Red Hat, MLPerf Inference v6.0",Red Hat,"Red Hat: Red Hat AI tops MLPerf Inference v6.0 with vLLM on Qwen3-VL, Whisper, and GPT-OSS-120B (post dated 1 April 2026)",https://www.redhat.com/en/blog/red-hat-ai-tops-mlperf-inference-v60-vllm-qwen3-vl-whisper-and-gpt-oss-120b,MLPerf Inference v6.0 |
| CoreWeave v6.1,CoreWeave v6.1,"CoreWeave, MLPerf Inference v6.1",CoreWeave,CoreWeave: CoreWeave Leads Cloud Providers in MLPerf Inference v6.1 Performance with NVIDIA Blackwell Ultra,https://coreweave.com/blog/coreweave-leads-cloud-providers-in-mlperf-r-inference-v6-1-performance-with-nvidia-blackwell-ultra,MLPerf Inference v6.1 |
| Intel v6.1,Intel v6.1,"Intel, MLPerf Inference v6.1",Intel,Intel: Intel Software Optimizations Boost AI Inference in MLPerf v6.1,https://www.intel.com/content/www/us/en/newsroom/news/data-center/intel-software-optimizations-boost-ai-inference-in-mlperf-v6-1.html,MLPerf Inference v6.1 |
| Azure v6.1,Azure v6.1,"Azure, MLPerf Inference v6.1",Azure,"Azure: Azure Delivers Strong MLPerf Inference v6.1 Results with NVIDIA GB300 & GB200 (post dated 16 September 2026, read from a republished copy at argonsys.com)",https://argonsys.com/microsoft-cloud/library/azure-delivers-strong-mlperf-inference-v6-1-results-with-nvidia-gb300-gb200/,MLPerf Inference v6.1 |
| Cisco X210c v5.1,Cisco X210c v5.1,"Cisco, MLPerf Inference v5.1",Cisco,Cisco: AI Performance: MLPerf Inference on Cisco UCS X210c M8 Compute Node with Intel Xeon 6 Processor (white paper updated 2 October 2025),https://www.cisco.com/c/en/us/products/collateral/servers-unified-computing/ucs-c-series-rack-servers/mlperf-ucs-x210c-m8-compute-node-wp.html,MLPerf Inference v5.1 |
| Cisco C845A v6.1,Cisco C845A v6.1,"Cisco, MLPerf Inference v5.1 and v6.1",Cisco,Cisco: AI Performance: MLPerf Inference on Cisco UCS C845A M8 Rack Server with NVIDIA GPUs (white paper updated 5 October 2026),https://www.cisco.com/c/en/us/products/collateral/servers-unified-computing/ucs-c-series-rack-servers/mlperf-ucs-c845a-m8-rack-server-wp.html,MLPerf Inference v5.1 and v6.1 |
| HPE v5.1,HPE v5.1,"HPE, MLPerf Inference v5.1",HPE,HPE: HPE delivers several world records in latest MLPerf Inference benchmarks (post dated 9 September 2025),https://community.hpe.com/t5/ai-unlocked/hpe-delivers-several-world-records-in-latest-mlperf-inference/ba-p/7255374,MLPerf Inference v5.1 |
| Supermicro v5.0,Supermicro v5.0,"Supermicro, MLPerf Inference v5.0",Supermicro,"Supermicro: Industry's First-to-Market Supermicro NVIDIA HGX B200 Systems Demonstrate AI Performance Leadership on MLPerf Inference v5.0 Results (press release, 3 April 2025)",https://www.supermicro.com/en/pressreleases/first-to-market-supermicro-nvidia-hgx-b200-systems-performance-leadership-mlperf-results,MLPerf Inference v5.0 |
| Azure Training v6.0,Azure Training v6.0,"Azure, MLPerf Training v6.0",Azure,"Azure: Inside Llama 3.1 405B MLPerf Training on Azure: System-Level Insights at 8K+ GPU Scale (post dated 24 June 2026, read from a republished copy on the Azure Feeds listing)",,MLPerf Training v6.0 |
| AMD Repro v6.0,AMD Repro v6.0,"AMD, MLPerf Inference v6.0, reproduction post",AMD,AMD ROCm blog: Reproducing the AMD MLPerf Inference v6.0 Submission Result (post dated 1 April 2026),https://rocm.blogs.amd.com/artificial-intelligence/mlperf-inf_v6.0-repro/README.html,MLPerf Inference v6.0 |
| Cisco Blog v6.1,Cisco Blog v6.1,"Cisco, MLPerf Inference v6.1, blog post",Cisco,Cisco Blogs: Industry's first MLPerf Inference benchmarking across multi-vendor accelerators (post dated 21 September 2026),https://blogs.cisco.com/datacenter/industrys-first-mlperf-inference-benchmarking-across-multi-vendor-accelerators/,MLPerf Inference v6.1 |
| AMD Tech v6.1,AMD Tech v6.1,"AMD, MLPerf Inference v6.1, technical dive",AMD,ROCm Blogs: Technical Dive into AMD MLPerf Inference v6.1 Submission (post dated 17 September 2026),https://rocm.blogs.amd.com/artificial-intelligence/mlperf-inf-v6.1/README.html,MLPerf Inference v6.1 |
| AMD Repro v6.1,AMD Repro v6.1,"AMD, MLPerf Inference v6.1, reproduction post",AMD,ROCm Blogs: Reproducing AMD MLPerf Inference v6.1 Submission Results (post dated 17 September 2026),https://rocm.blogs.amd.com/artificial-intelligence/mlperf-inf_v6.1-repro/README.html,MLPerf Inference v6.1 |
| AMD Repro v5.1,AMD Repro v5.1,"AMD, MLPerf Inference v5.1, reproduction post",AMD,ROCm Blogs: Reproducing the AMD Instinct GPUs MLPerf Inference v5.1 Submission (post dated 9 September 2025),https://rocm.blogs.amd.com/artificial-intelligence/mlperf-inference5.1-repro/README.html,MLPerf Inference v5.1 |
| AMD Repro v5.0,AMD Repro v5.0,"AMD, MLPerf Inference v5.0",AMD,ROCm Blogs: Reproducing the AMD Instinct GPUs MLPerf Inference v5.0 Submission (post dated 2 April 2025),https://rocm.blogs.amd.com/artificial-intelligence/reproducing-amd-mlperf-inference-submission/README.html,MLPerf Inference v5.0 |
| AMD Pruning v5.1,AMD Pruning v5.1,"AMD, MLPerf Inference v5.1, pruning post",AMD,ROCm Blogs: Slim Down Your Llama: Pruning & Fine-Tuning for Maximum Performance (post dated 9 September 2025),https://rocm.blogs.amd.com/artificial-intelligence/mlperf-llama-pruning/README.html,MLPerf Inference v5.1 |
| NVIDIA v6.0,NVIDIA v6.0,"NVIDIA, MLPerf Inference v6.0",NVIDIA,NVIDIA Technical Blog: NVIDIA Platform Delivers Lowest Token Cost Enabled by Extreme Co-Design (post dated 1 April 2026),https://developer.nvidia.com/blog/?p=115040,MLPerf Inference v6.0 |
| NVIDIA v5.0,NVIDIA v5.0,"NVIDIA, MLPerf Inference v5.0",NVIDIA,NVIDIA Technical Blog: NVIDIA Blackwell Delivers Massive Performance Leaps in MLPerf Inference v5.0 (post dated 2 April 2025),https://developer.nvidia.com/blog/nvidia-blackwell-delivers-massive-performance-leaps-in-mlperf-inference-v5-0,MLPerf Inference v5.0 |
| Supp AMD v6.1,Supp AMD v6.1,"AMD, MLPerf Inference v6.1, MLCommons supplement",AMD,"MLCommons: MLPerf Inference v6.1 Results Discussion, AMD statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Crusoe v6.1,Supp Crusoe v6.1,"Crusoe, MLPerf Inference v6.1, MLCommons supplement",Crusoe,"MLCommons: MLPerf Inference v6.1 Results Discussion, Crusoe statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp ASUS v6.1,Supp ASUS v6.1,"ASUS, MLPerf Inference v6.1",ASUS,"MLCommons: MLPerf Inference v6.1 Results Discussion, ASUS statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Cisco v6.1,Supp Cisco v6.1,"Cisco, MLPerf Inference v6.1, MLCommons supplement",Cisco,"MLCommons: MLPerf Inference v6.1 Results Discussion, Cisco statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp CoreWeave v6.1,Supp CoreWeave v6.1,"CoreWeave, MLPerf Inference v6.1, MLCommons supplement",CoreWeave,"MLCommons: MLPerf Inference v6.1 Results Discussion, CoreWeave statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Fujitsu v6.1,Supp Fujitsu v6.1,"Fujitsu, MLPerf Inference v6.1",Fujitsu,"MLCommons: MLPerf Inference v6.1 Results Discussion, Fujitsu statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp HPE v6.1 v6.1,Supp HPE v6.1,"HPE, MLPerf Inference v6.1",HPE,"MLCommons: MLPerf Inference v6.1 Results Discussion, HPE statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Intel v6.1,Supp Intel v6.1,"Intel, MLPerf Inference v6.1, MLCommons supplement",Intel,"MLCommons: MLPerf Inference v6.1 Results Discussion, Intel statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp MangoBoost v6.1,Supp MangoBoost v6.1,"MangoBoost, MLPerf Inference v6.1",MangoBoost,"MLCommons: MLPerf Inference v6.1 Results Discussion, MangoBoost statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp NVIDIA v6.1,Supp NVIDIA v6.1,"NVIDIA, MLPerf Inference v6.1, MLCommons supplement",NVIDIA,"MLCommons: MLPerf Inference v6.1 Results Discussion, NVIDIA statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Lambda v6.1,Supp Lambda v6.1,"Lambda, MLPerf Inference v6.1, MLCommons supplement",Lambda,"MLCommons: MLPerf Inference v6.1 Results Discussion, Lambda statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp ScitiX v6.1,Supp ScitiX v6.1,"ScitiX, MLPerf Inference v6.1",ScitiX,"MLCommons: MLPerf Inference v6.1 Results Discussion, ScitiX statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp VibeHPC v6.1,Supp VibeHPC v6.1,"VibeHPC, MLPerf Inference v6.1",VibeHPC,"MLCommons: MLPerf Inference v6.1 Results Discussion, VibeHPC statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Wiwynn v6.1,Supp Wiwynn v6.1,"Wiwynn, MLPerf Inference v6.1",Wiwynn,"MLCommons: MLPerf Inference v6.1 Results Discussion, Wiwynn statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Orrick Industries v6.1,Supp Orrick Industries v6.1,"Orrick Industries, MLPerf Inference v6.1",Orrick Industries,"MLCommons: MLPerf Inference v6.1 Results Discussion, Orrick Industries statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Individual contributor v6.1,Supp Individual contributor v6.1,"Individual contributor Naeem Khoshnevis, MLPerf Inference v6.1",Individual contributor Naeem Khoshnevis,"MLCommons: MLPerf Inference v6.1 Results Discussion, Individual contributor statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Nebius v6.1,Supp Nebius v6.1,"Nebius, MLPerf Inference v6.1, MLCommons supplement",Nebius,"MLCommons: MLPerf Inference v6.1 Results Discussion, Nebius statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp Oracle v6.1,Supp Oracle v6.1,"Oracle, MLPerf Inference v6.1",Oracle,"MLCommons: MLPerf Inference v6.1 Results Discussion, Oracle statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Supp GigaComputing v6.1,Supp GigaComputing v6.1,"GigaComputing, MLPerf Inference v6.1",GigaComputing,"MLCommons: MLPerf Inference v6.1 Results Discussion, GigaComputing statement (supplement posted 16 September 2026)",https://mlcommons.org/wp-content/uploads/2026/09/Supplemental-MLCommons-MLPerf-Inference-v6.1.pdf,MLPerf Inference v6.1 |
| Apple Mac,Apple Mac,"Apple, MacBook Pro 14-inch with M5 Max, measured on our unit",Apple,"Apple: MacBook Pro Technical Specifications, 14-inch with M5 Max",https://www.apple.com/macbook-pro/specs/,"MacBook Pro 14-inch with M5 Max, measured on our unit" |
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