{"data_as_of":"2026-11-14T02:46:28.231Z","query":{"gpu":"l40s","sort":"reliability","in_stock":true,"include_interruptible":true,"limit":50,"page":1,"view":"providers"},"total":5,"ranking":{"weights":{"availability":0.3,"reliability":0.6,"price":0.1},"unknown_value":0.5,"note":"stars = score × 5, to the nearest half. score = availability*0.3 + reliability*0.6 + price*0.1. availability = stock now (1 in stock, 0.5 unknown) averaged with the 30-day share of checks in stock. reliability = median host reliability reported by the provider. price = market floor for the GPU / this provider's lowest price. Across several GPUs, availability is the mean and price the median of the per-GPU values."},"providers":[{"provider":"lium","provider_name":"Lium","gpu_models":1,"offers_total":2,"in_stock_offers":2,"free_gpus":9,"min_gpu_hr":0.53,"median_gpu_hr":0.635,"price_vs_floor_pct":23.5,"availability_30d":1,"reliability":0.992,"rating":5,"rating_count":null,"rating_source":"host_reliability","score":0.976,"stars":5,"score_parts":{"availability":1,"reliability":0.992,"price":0.81},"gpus":[{"gpu":"l40s","gpu_name":"L40S","offers_total":2,"in_stock_offers":2,"free_gpus":9,"min_gpu_hr":0.53,"median_gpu_hr":0.635,"market_floor_gpu_hr":0.4293,"availability_30d":1,"reliability":0.992,"rating":5,"rating_count":null,"rating_source":"host_reliability","score":0.976,"stars":5,"score_parts":{"availability":1,"reliability":0.992,"price":0.81},"offers":[{"id":"lium-89d85a0e-d0c3-48e3-a934-18cf6d65e27d","provider":"lium","feed":"lium","gpu":"l40s","gpu_name":"L40S","vram_gb":45,"gpus_in_offer":8,"configurable":false,"price_gpu_hr":0.53,"spot_gpu_hr":null,"price_node_hr":4.24,"cloud_tier":"spot","region":"americas","location":"Las Vegas, US","in_stock":true,"available_gpus":8,"stock_level":"available","reliability":0.995,"reliability_source":"provider_reported","seen_at":"2026-11-14T02:46:28.231Z","interruptible":true,"price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":135,"provider_name":"Lium","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/lium-89d85a0e-d0c3-48e3-a934-18cf6d65e27d","booking":"https://gpuscout.cc/api/v1/listings/lium-89d85a0e-d0c3-48e3-a934-18cf6d65e27d/booking","go":"https://gpuscout.cc/go/lium-89d85a0e-d0c3-48e3-a934-18cf6d65e27d"}},{"id":"lium-60ab2b46-cdf9-40a5-b57a-9651e86a56e3","provider":"lium","feed":"lium","gpu":"l40s","gpu_name":"L40S","vram_gb":45,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.74,"spot_gpu_hr":null,"price_node_hr":0.74,"cloud_tier":"secure","region":"asia-pacific","location":"New Taipei City, TW","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.989,"reliability_source":"provider_reported","seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":4.9,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":135,"provider_name":"Lium","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/lium-60ab2b46-cdf9-40a5-b57a-9651e86a56e3","booking":"https://gpuscout.cc/api/v1/listings/lium-60ab2b46-cdf9-40a5-b57a-9651e86a56e3/booking","go":"https://gpuscout.cc/go/lium-60ab2b46-cdf9-40a5-b57a-9651e86a56e3"}}]}],"links":{"page":"https://gpuscout.cc/providers/lium","offers":"https://gpuscout.cc/api/v1/search?provider=lium&gpu=l40s"}},{"provider":"vast","provider_name":"Vast.ai","gpu_models":1,"offers_total":13,"in_stock_offers":13,"free_gpus":22,"min_gpu_hr":0.4293,"median_gpu_hr":0.8007,"price_vs_floor_pct":0,"availability_30d":1,"reliability":0.9906,"rating":5,"rating_count":null,"rating_source":"host_reliability","score":0.994,"stars":5,"score_parts":{"availability":1,"reliability":0.9906,"price":1},"gpus":[{"gpu":"l40s","gpu_name":"L40S","offers_total":13,"in_stock_offers":13,"free_gpus":22,"min_gpu_hr":0.4293,"median_gpu_hr":0.8007,"market_floor_gpu_hr":0.4293,"availability_30d":1,"reliability":0.9906,"rating":5,"rating_count":null,"rating_source":"host_reliability","score":0.994,"stars":5,"score_parts":{"availability":1,"reliability":0.9906,"price":1},"offers":[{"id":"vast-58838438","provider":"vast","feed":"vast","gpu":"l40s","gpu_name":"L40S","vram_gb":45,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.4293,"spot_gpu_hr":0.4267,"price_node_hr":0.4293,"cloud_tier":"verified-host","region":"americas","location":"New York, US","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9862,"reliability_source":"provider_reported","seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":4.9,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":250,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/vast-58838438","booking":"https://gpuscout.cc/api/v1/listings/vast-58838438/booking","go":"https://gpuscout.cc/go/vast-58838438"}},{"id":"vast-58400682","provider":"vast","feed":"vast","gpu":"l40s","gpu_name":"L40S","vram_gb":48,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.4296,"spot_gpu_hr":0.4267,"price_node_hr":0.4296,"cloud_tier":"verified-host","region":"americas","location":"Ontario, CA","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9892,"reliability_source":"provider_reported","seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":4.9,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":250,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/vast-58400682","booking":"https://gpuscout.cc/api/v1/listings/vast-58400682/booking","go":"https://gpuscout.cc/go/vast-58400682"}},{"id":"vast-60498276","provider":"vast","feed":"vast","gpu":"l40s","gpu_name":"L40S","vram_gb":45,"gpus_in_offer":2,"configurable":false,"price_gpu_hr":0.5348,"spot_gpu_hr":0.4,"price_node_hr":1.0696,"cloud_tier":"verified-host","region":"europe","location":"Spain, ES","in_stock":true,"available_gpus":2,"stock_level":"available","reliability":0.9493,"reliability_source":"provider_reported","seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":4.7,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":250,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/vast-60498276","booking":"https://gpuscout.cc/api/v1/listings/vast-60498276/booking","go":"https://gpuscout.cc/go/vast-60498276"}},{"id":"vast-60498270","provider":"vast","feed":"vast","gpu":"l40s","gpu_name":"L40S","vram_gb":45,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.5363,"spot_gpu_hr":0.4,"price_node_hr":0.5363,"cloud_tier":"verified-host","region":"europe","location":"Spain, ES","in_stock":true,"available_gpus":1,"stock_level":"available","reliability":0.9493,"reliability_source":"provider_reported","seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":4.7,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":250,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/vast-60498270","booking":"https://gpuscout.cc/api/v1/listings/vast-60498270/booking","go":"https://gpuscout.cc/go/vast-60498270"}},{"id":"vast-54418443","provider":"vast","feed":"vast","gpu":"l40s","gpu_name":"L40S","vram_gb":45,"gpus_in_offer":2,"configurable":false,"price_gpu_hr":0.7741,"spot_gpu_hr":0.7733,"price_node_hr":1.5481,"cloud_tier":"verified-host","region":"asia-pacific","location":"Taiwan, TW","in_stock":true,"available_gpus":2,"stock_level":"available","reliability":0.9906,"reliability_source":"provider_reported","seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":5,"rating_count":null,"rating_source":"host_reliability","availability_30d":1,"availability_samples":250,"provider_name":"Vast.ai","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/vast-54418443","booking":"https://gpuscout.cc/api/v1/listings/vast-54418443/booking","go":"https://gpuscout.cc/go/vast-54418443"}}]}],"links":{"page":"https://gpuscout.cc/providers/vast","offers":"https://gpuscout.cc/api/v1/search?provider=vast&gpu=l40s"}},{"provider":"cudo","provider_name":"Cudo Compute","gpu_models":1,"offers_total":1,"in_stock_offers":1,"free_gpus":2,"min_gpu_hr":0.8798,"median_gpu_hr":0.8798,"price_vs_floor_pct":104.9,"availability_30d":1,"reliability":null,"rating":null,"rating_count":null,"rating_source":null,"score":0.649,"stars":3,"score_parts":{"availability":1,"reliability":0.5,"price":0.488},"gpus":[{"gpu":"l40s","gpu_name":"L40S","offers_total":1,"in_stock_offers":1,"free_gpus":2,"min_gpu_hr":0.8798,"median_gpu_hr":0.8798,"market_floor_gpu_hr":0.4293,"availability_30d":1,"reliability":null,"rating":null,"rating_count":null,"rating_source":null,"score":0.649,"stars":3,"score_parts":{"availability":1,"reliability":0.5,"price":0.488},"offers":[{"id":"cudo-no-kristiansand-1-epyc-genoa-l40s-graphics","provider":"cudo","feed":"cudo","gpu":"l40s","gpu_name":"L40S","vram_gb":null,"gpus_in_offer":null,"configurable":true,"price_gpu_hr":0.8798,"spot_gpu_hr":null,"price_node_hr":null,"cloud_tier":"cloud","region":"europe","location":"no-kristiansand-1","in_stock":true,"available_gpus":2,"stock_level":"available","reliability":null,"reliability_source":null,"seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":null,"rating_count":null,"rating_source":null,"availability_30d":1,"availability_samples":250,"provider_name":"Cudo Compute","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/cudo-no-kristiansand-1-epyc-genoa-l40s-graphics","booking":"https://gpuscout.cc/api/v1/listings/cudo-no-kristiansand-1-epyc-genoa-l40s-graphics/booking","go":"https://gpuscout.cc/go/cudo-no-kristiansand-1-epyc-genoa-l40s-graphics"}}]}],"links":{"page":"https://gpuscout.cc/providers/cudo","offers":"https://gpuscout.cc/api/v1/search?provider=cudo&gpu=l40s"}},{"provider":"massedcompute","provider_name":"Massed Compute (via Shadeform)","gpu_models":1,"offers_total":2,"in_stock_offers":2,"free_gpus":null,"min_gpu_hr":0.88,"median_gpu_hr":0.88,"price_vs_floor_pct":105,"availability_30d":0.334,"reliability":null,"rating":null,"rating_count":null,"rating_source":null,"score":0.549,"stars":2.5,"score_parts":{"availability":0.667,"reliability":0.5,"price":0.488},"gpus":[{"gpu":"l40s","gpu_name":"L40S","offers_total":2,"in_stock_offers":2,"free_gpus":null,"min_gpu_hr":0.88,"median_gpu_hr":0.88,"market_floor_gpu_hr":0.4293,"availability_30d":0.334,"reliability":null,"rating":null,"rating_count":null,"rating_source":null,"score":0.549,"stars":2.5,"score_parts":{"availability":0.667,"reliability":0.5,"price":0.488},"offers":[{"id":"massedcompute-gpu-1x-l40s-desmoines-usa-1","provider":"massedcompute","feed":"shadeform","gpu":"l40s","gpu_name":"L40S","vram_gb":null,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.88,"spot_gpu_hr":null,"price_node_hr":0.88,"cloud_tier":"vm","region":"americas","location":"US, Des Moines, IA","in_stock":true,"available_gpus":null,"stock_level":"available","reliability":null,"reliability_source":null,"seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":null,"rating_count":null,"rating_source":null,"availability_30d":0.334,"availability_samples":244,"provider_name":"Massed Compute (via Shadeform)","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/massedcompute-gpu-1x-l40s-desmoines-usa-1","booking":"https://gpuscout.cc/api/v1/listings/massedcompute-gpu-1x-l40s-desmoines-usa-1/booking","go":"https://gpuscout.cc/go/massedcompute-gpu-1x-l40s-desmoines-usa-1"}},{"id":"massedcompute-gpu-1x-l40s-kansascity-usa-1","provider":"massedcompute","feed":"shadeform","gpu":"l40s","gpu_name":"L40S","vram_gb":null,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.88,"spot_gpu_hr":null,"price_node_hr":0.88,"cloud_tier":"vm","region":"americas","location":"US, Kansas City, KS","in_stock":true,"available_gpus":null,"stock_level":"available","reliability":null,"reliability_source":null,"seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":null,"rating_count":null,"rating_source":null,"availability_30d":0.334,"availability_samples":244,"provider_name":"Massed Compute (via Shadeform)","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/massedcompute-gpu-1x-l40s-kansascity-usa-1","booking":"https://gpuscout.cc/api/v1/listings/massedcompute-gpu-1x-l40s-kansascity-usa-1/booking","go":"https://gpuscout.cc/go/massedcompute-gpu-1x-l40s-kansascity-usa-1"}}]}],"links":{"page":"https://gpuscout.cc/providers/massedcompute","offers":"https://gpuscout.cc/api/v1/search?provider=massedcompute&gpu=l40s"}},{"provider":"gpuai","provider_name":"GPU.ai","gpu_models":1,"offers_total":3,"in_stock_offers":3,"free_gpus":null,"min_gpu_hr":0.96,"median_gpu_hr":0.96,"price_vs_floor_pct":123.6,"availability_30d":1,"reliability":null,"rating":null,"rating_count":null,"rating_source":null,"score":0.645,"stars":3,"score_parts":{"availability":1,"reliability":0.5,"price":0.447},"gpus":[{"gpu":"l40s","gpu_name":"L40S","offers_total":3,"in_stock_offers":3,"free_gpus":null,"min_gpu_hr":0.96,"median_gpu_hr":0.96,"market_floor_gpu_hr":0.4293,"availability_30d":1,"reliability":null,"rating":null,"rating_count":null,"rating_source":null,"score":0.645,"stars":3,"score_parts":{"availability":1,"reliability":0.5,"price":0.447},"offers":[{"id":"gpuai-33309818f5a5-asia-pacific","provider":"gpuai","feed":"gpuai","gpu":"l40s","gpu_name":"L40S","vram_gb":null,"gpus_in_offer":2,"configurable":false,"price_gpu_hr":0.96,"spot_gpu_hr":null,"price_node_hr":1.92,"cloud_tier":"community container","region":"asia-pacific","location":"asia-pacific","in_stock":true,"available_gpus":null,"stock_level":"available","reliability":null,"reliability_source":null,"seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":null,"rating_count":null,"rating_source":null,"availability_30d":1,"availability_samples":250,"provider_name":"GPU.ai","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/gpuai-33309818f5a5-asia-pacific","booking":"https://gpuscout.cc/api/v1/listings/gpuai-33309818f5a5-asia-pacific/booking","go":"https://gpuscout.cc/go/gpuai-33309818f5a5-asia-pacific"}},{"id":"gpuai-3a67337df11b-us-central","provider":"gpuai","feed":"gpuai","gpu":"l40s","gpu_name":"L40S","vram_gb":null,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.96,"spot_gpu_hr":null,"price_node_hr":0.96,"cloud_tier":"secure vm","region":"americas","location":"us-central","in_stock":true,"available_gpus":null,"stock_level":"available","reliability":null,"reliability_source":null,"seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":null,"rating_count":null,"rating_source":null,"availability_30d":1,"availability_samples":250,"provider_name":"GPU.ai","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/gpuai-3a67337df11b-us-central","booking":"https://gpuscout.cc/api/v1/listings/gpuai-3a67337df11b-us-central/booking","go":"https://gpuscout.cc/go/gpuai-3a67337df11b-us-central"}},{"id":"gpuai-c241babf64e8-asia-pacific","provider":"gpuai","feed":"gpuai","gpu":"l40s","gpu_name":"L40S","vram_gb":null,"gpus_in_offer":1,"configurable":false,"price_gpu_hr":0.96,"spot_gpu_hr":null,"price_node_hr":0.96,"cloud_tier":"community container","region":"asia-pacific","location":"asia-pacific","in_stock":true,"available_gpus":null,"stock_level":"available","reliability":null,"reliability_source":null,"seen_at":"2026-11-14T02:46:28.231Z","price_suspect":false,"rating":null,"rating_count":null,"rating_source":null,"availability_30d":1,"availability_samples":250,"provider_name":"GPU.ai","referral":false,"links":{"self":"https://gpuscout.cc/api/v1/listings/gpuai-c241babf64e8-asia-pacific","booking":"https://gpuscout.cc/api/v1/listings/gpuai-c241babf64e8-asia-pacific/booking","go":"https://gpuscout.cc/go/gpuai-c241babf64e8-asia-pacific"}}]}],"links":{"page":"https://gpuscout.cc/providers/gpuai","offers":"https://gpuscout.cc/api/v1/search?provider=gpuai&gpu=l40s"}}]}