{"data_as_of":"2026-11-12T01:17:24.450Z","query":{"gpu":"rtx-4080-super","provider":"vast","sort":"reliability","include_interruptible":false,"limit":50,"view":"offers"},"total":21,"ranking":{"weights":{"availability":0.34,"reliability":0.33,"price":0.33},"unknown_value":0.5,"note":"stars = score × 5, to the nearest half. score = availability*0.34 + reliability*0.33 + price*0.33. price = cheapest matching listing for this GPU / this price."},"results":[{"id":"vast-55301717","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":32,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.5637,"spot_gpu_hr":0.4667,"price_node_hr":0.5637,"cloud_tier":"verified-host","region":"americas","location":"Minnesota, US","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9998,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-55301717","booking":"https://gpumarket.cc/api/v1/listings/vast-55301717/booking","go":"https://gpumarket.cc/go/vast-55301717"},"score":0.773,"stars":4,"score_parts":{"availability":1,"reliability":0.9998,"price":0.313},"total_hr":null},{"id":"vast-47152783","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.2422,"spot_gpu_hr":0.16,"price_node_hr":0.2422,"cloud_tier":"verified-host","region":"asia-pacific","location":"South Korea, KR","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9985,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-47152783","booking":"https://gpumarket.cc/api/v1/listings/vast-47152783/booking","go":"https://gpumarket.cc/go/vast-47152783"},"score":0.91,"stars":4.5,"score_parts":{"availability":1,"reliability":0.9985,"price":0.728},"total_hr":null},{"id":"vast-55172477","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":32,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.3667,"spot_gpu_hr":0.1467,"price_node_hr":0.3667,"cloud_tier":"verified-host","region":"americas","location":"Ontario, CA","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9985,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-55172477","booking":"https://gpumarket.cc/api/v1/listings/vast-55172477/booking","go":"https://gpumarket.cc/go/vast-55172477"},"score":0.828,"stars":4,"score_parts":{"availability":1,"reliability":0.9985,"price":0.481},"total_hr":null},{"id":"vast-10764193","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.3104,"spot_gpu_hr":0.16,"price_node_hr":0.3104,"cloud_tier":"verified-host","region":"europe","location":"Norway, NO","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9963,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-10764193","booking":"https://gpumarket.cc/api/v1/listings/vast-10764193/booking","go":"https://gpumarket.cc/go/vast-10764193"},"score":0.856,"stars":4.5,"score_parts":{"availability":1,"reliability":0.9963,"price":0.568},"total_hr":null},{"id":"vast-58622637","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":4,"configurable":false,"price_gpu_hr":0.3339,"spot_gpu_hr":0.6667,"price_node_hr":1.3356,"cloud_tier":"verified-host","region":"asia-pacific","location":"Hong Kong, HK","in_stock":true,"available_gpus":4,"stock_level":"available","reliability":0.996,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-58622637","booking":"https://gpumarket.cc/api/v1/listings/vast-58622637/booking","go":"https://gpumarket.cc/go/vast-58622637"},"score":0.843,"stars":4,"score_parts":{"availability":1,"reliability":0.996,"price":0.528},"total_hr":null},{"id":"vast-58622634","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":2,"configurable":false,"price_gpu_hr":0.3344,"spot_gpu_hr":0.6667,"price_node_hr":0.6689,"cloud_tier":"verified-host","region":"asia-pacific","location":"Hong Kong, HK","in_stock":true,"available_gpus":2,"stock_level":"available","reliability":0.996,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-58622634","booking":"https://gpumarket.cc/api/v1/listings/vast-58622634/booking","go":"https://gpumarket.cc/go/vast-58622634"},"score":0.843,"stars":4,"score_parts":{"availability":1,"reliability":0.996,"price":0.527},"total_hr":null},{"id":"vast-58622638","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.3356,"spot_gpu_hr":0.6667,"price_node_hr":0.3356,"cloud_tier":"verified-host","region":"asia-pacific","location":"Hong Kong, HK","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.996,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-58622638","booking":"https://gpumarket.cc/api/v1/listings/vast-58622638/booking","go":"https://gpumarket.cc/go/vast-58622638"},"score":0.842,"stars":4,"score_parts":{"availability":1,"reliability":0.996,"price":0.525},"total_hr":null},{"id":"vast-55870563","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.2289,"spot_gpu_hr":0.262,"price_node_hr":0.2289,"cloud_tier":"verified-host","region":"asia-pacific","location":"Japan, JP","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9953,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-55870563","booking":"https://gpumarket.cc/api/v1/listings/vast-55870563/booking","go":"https://gpumarket.cc/go/vast-55870563"},"score":0.923,"stars":4.5,"score_parts":{"availability":1,"reliability":0.9953,"price":0.77},"total_hr":null},{"id":"vast-48094818","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":2,"configurable":false,"price_gpu_hr":0.3341,"spot_gpu_hr":0.109,"price_node_hr":0.6681,"cloud_tier":"verified-host","region":"europe","location":"Denmark, DK","in_stock":true,"available_gpus":2,"stock_level":"available","reliability":0.9947,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-48094818","booking":"https://gpumarket.cc/api/v1/listings/vast-48094818/booking","go":"https://gpumarket.cc/go/vast-48094818"},"score":0.842,"stars":4,"score_parts":{"availability":1,"reliability":0.9947,"price":0.528},"total_hr":null},{"id":"vast-48094822","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.3348,"spot_gpu_hr":0.109,"price_node_hr":0.3348,"cloud_tier":"verified-host","region":"europe","location":"Denmark, DK","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9947,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-48094822","booking":"https://gpumarket.cc/api/v1/listings/vast-48094822/booking","go":"https://gpumarket.cc/go/vast-48094822"},"score":0.842,"stars":4,"score_parts":{"availability":1,"reliability":0.9947,"price":0.527},"total_hr":null},{"id":"vast-46076463","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":2,"configurable":false,"price_gpu_hr":0.3074,"spot_gpu_hr":0.2667,"price_node_hr":0.6148,"cloud_tier":"verified-host","region":"americas","location":"Florida, US","in_stock":true,"available_gpus":2,"stock_level":"available","reliability":0.9942,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-46076463","booking":"https://gpumarket.cc/api/v1/listings/vast-46076463/booking","go":"https://gpumarket.cc/go/vast-46076463"},"score":0.858,"stars":4.5,"score_parts":{"availability":1,"reliability":0.9942,"price":0.574},"total_hr":null},{"id":"vast-49096448","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.2044,"spot_gpu_hr":0.2,"price_node_hr":0.2044,"cloud_tier":"verified-host","region":"asia-pacific","location":"China, CN","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9941,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-49096448","booking":"https://gpumarket.cc/api/v1/listings/vast-49096448/booking","go":"https://gpumarket.cc/go/vast-49096448"},"score":0.953,"stars":5,"score_parts":{"availability":1,"reliability":0.9941,"price":0.863},"total_hr":null},{"id":"vast-59961520","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.2444,"spot_gpu_hr":0.24,"price_node_hr":0.2444,"cloud_tier":"verified-host","region":"americas","location":"Arizona, US","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9941,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-59961520","booking":"https://gpumarket.cc/api/v1/listings/vast-59961520/booking","go":"https://gpumarket.cc/go/vast-59961520"},"score":0.906,"stars":4.5,"score_parts":{"availability":1,"reliability":0.9941,"price":0.721},"total_hr":null},{"id":"vast-58679369","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":32,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.6356,"spot_gpu_hr":0.16,"price_node_hr":0.6356,"cloud_tier":"verified-host","region":"americas","location":"Quebec, CA","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.993,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-58679369","booking":"https://gpumarket.cc/api/v1/listings/vast-58679369/booking","go":"https://gpumarket.cc/go/vast-58679369"},"score":0.759,"stars":4,"score_parts":{"availability":1,"reliability":0.993,"price":0.277},"total_hr":null},{"id":"vast-58757837","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.1763,"spot_gpu_hr":0.1387,"price_node_hr":0.1763,"cloud_tier":"verified-host","region":"americas","location":"Indiana, US","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9922,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-58757837","booking":"https://gpumarket.cc/api/v1/listings/vast-58757837/booking","go":"https://gpumarket.cc/go/vast-58757837"},"score":0.997,"stars":5,"score_parts":{"availability":1,"reliability":0.9922,"price":1},"total_hr":null},{"id":"vast-60062965","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":32,"gpus_in_offer":2,"configurable":false,"price_gpu_hr":0.2184,"spot_gpu_hr":0.14,"price_node_hr":0.4369,"cloud_tier":"verified-host","region":"asia-pacific","location":"China, CN","in_stock":true,"available_gpus":2,"stock_level":"available","reliability":0.9899,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":4.9,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-60062965","booking":"https://gpumarket.cc/api/v1/listings/vast-60062965/booking","go":"https://gpumarket.cc/go/vast-60062965"},"score":0.933,"stars":4.5,"score_parts":{"availability":1,"reliability":0.9899,"price":0.807},"total_hr":null},{"id":"vast-60062969","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":32,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.2196,"spot_gpu_hr":0.14,"price_node_hr":0.2196,"cloud_tier":"verified-host","region":"asia-pacific","location":"China, CN","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9899,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":4.9,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-60062969","booking":"https://gpumarket.cc/api/v1/listings/vast-60062969/booking","go":"https://gpumarket.cc/go/vast-60062969"},"score":0.932,"stars":4.5,"score_parts":{"availability":1,"reliability":0.9899,"price":0.803},"total_hr":null},{"id":"vast-60062966","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":32,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.2196,"spot_gpu_hr":0.14,"price_node_hr":0.2196,"cloud_tier":"verified-host","region":"asia-pacific","location":"China, CN","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9899,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":4.9,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-60062966","booking":"https://gpumarket.cc/api/v1/listings/vast-60062966/booking","go":"https://gpumarket.cc/go/vast-60062966"},"score":0.932,"stars":4.5,"score_parts":{"availability":1,"reliability":0.9899,"price":0.803},"total_hr":null},{"id":"vast-59949167","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":32,"gpus_in_offer":8,"configurable":false,"price_gpu_hr":0.3535,"spot_gpu_hr":0.3067,"price_node_hr":2.8279,"cloud_tier":"verified-host","region":"americas","location":"British Columbia, CA","in_stock":true,"available_gpus":8,"stock_level":"available","reliability":0.9889,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":4.9,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-59949167","booking":"https://gpumarket.cc/api/v1/listings/vast-59949167/booking","go":"https://gpumarket.cc/go/vast-59949167"},"score":0.831,"stars":4,"score_parts":{"availability":1,"reliability":0.9889,"price":0.499},"total_hr":null},{"id":"vast-47959569","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":2,"configurable":false,"price_gpu_hr":0.1956,"spot_gpu_hr":0.1933,"price_node_hr":0.3913,"cloud_tier":"verified-host","region":"asia-pacific","location":"China, CN","in_stock":true,"available_gpus":2,"stock_level":"available","reliability":0.9783,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":4.9,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-47959569","booking":"https://gpumarket.cc/api/v1/listings/vast-47959569/booking","go":"https://gpumarket.cc/go/vast-47959569"},"score":0.96,"stars":5,"score_parts":{"availability":1,"reliability":0.9783,"price":0.901},"total_hr":null},{"id":"vast-47959572","provider":"vast","gpu":"rtx-4080-super","gpu_name":"RTX 4080S","vram_gb":16,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.1964,"spot_gpu_hr":0.1933,"price_node_hr":0.1964,"cloud_tier":"verified-host","region":"asia-pacific","location":"China, CN","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9783,"reliability_source":"provider_reported","seen_at":"2026-11-12T01:17:24.450Z","price_suspect":false,"rating":4.9,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":57,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpumarket.cc/api/v1/listings/vast-47959572","booking":"https://gpumarket.cc/api/v1/listings/vast-47959572/booking","go":"https://gpumarket.cc/go/vast-47959572"},"score":0.959,"stars":5,"score_parts":{"availability":1,"reliability":0.9783,"price":0.898},"total_hr":null}]}