{"subject":{"id":"salad","slug":"salad","name":"SaladCloud","tagline":"Promoted high on official /pricing floor ($0.015/GPU-hr). 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Not converted to $/1M."},{"id":"runpod-pod-rtx-4090-community","providerId":"runpod","sku":"RTX 4090 Pod (Community Cloud)","unit":"usd_per_gpu_hour","amountUsd":0.34,"currency":"USD","sourceUrl":"https://www.runpod.io/pricing","asOf":"2026-10-19","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_gpu_hour","priceSortEligible":false,"qualifier":"On-demand Pod, Community Cloud (third-party hosts), per GPU per hour. Not converted to $/1M."}],"notesExcerpt":"Secure Cloud + Community Cloud; serverless per-second; H100 often ~$2–3+/hr depending tier; spot cheaper.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://www.runpod.io","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. 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Spot is contact sales."},{"id":"crusoe-gpu-mi300x","providerId":"crusoe","sku":"AMD MI300X 192GB","unit":"usd_per_gpu_hour","amountUsd":3.45,"currency":"USD","sourceUrl":"https://www.crusoe.ai/cloud/pricing","asOf":"2026-10-19","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_gpu_hour","priceSortEligible":false,"qualifier":"On-demand, $/GPU-hr. Spot is contact sales."}],"notesExcerpt":"As of 2026-09-14: Energy-conscious neocloud GPU capacity; H100 typically mid-neocloud band with SLA-backed dedicated options; some large SKUs sales-gated. Strong sustainability narrative; DX less agent-native than RunPod/Modal.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.crusoe.ai","doNotParse":"Do not parse pricingNotes. 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Spot (about half) not stored."},{"id":"verda-gpu-h200","providerId":"verda","sku":"1x H200 SXM5 141GB","unit":"usd_per_gpu_hour","amountUsd":6.066,"currency":"USD","sourceUrl":"https://verda.com/pricing","asOf":"2026-10-27","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_gpu_hour","priceSortEligible":false,"qualifier":"On-demand 1x GPU instance, USD view, price per hour. Spot (about half) not stored."},{"id":"verda-gpu-h100","providerId":"verda","sku":"1x H100 SXM5 80GB","unit":"usd_per_gpu_hour","amountUsd":4.652,"currency":"USD","sourceUrl":"https://verda.com/pricing","asOf":"2026-10-27","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_gpu_hour","priceSortEligible":false,"qualifier":"On-demand 1x GPU instance, USD view, price per hour. 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Spot (about half) not stored."}],"notesExcerpt":"As of 2026-10-27 (verda.com/pricing, formerly DataCrunch; fetched twice 2026-10-27, USD view; the page also has a € EUR view): On-demand 1x GPU instance per hour (stored rows): B200 $8.608, H200 $6.066, H100 SXM5 $4.652, A100 80GB $2.182, L40S $1.845; also listed, not stored: B30…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://verda.com","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"Partial coverage. Providers without a fetched SKU are omitted. See GET /api/pricing."},"decideHint":"/api/decide?jtbd=cheap-gpu","human":"/providers/verda","compare":"/compare/salad-vs-verda"},{"id":"thunder-compute","slug":"thunder-compute","name":"Thunder Compute","tagline":"Indie-friendly A100/H100 when you want simpler than Vast marketplace. RunPod/Salad for interruptible fleets…","website":"https://www.thundercompute.com","status":"active","overall":7.56,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":0.84,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["cheap-gpu","on-device-edge-batch"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"As of 2026-09-14 (thundercompute.com/pricing): Per-minute billing. A100 80GB $1.09/hr; H100 PCIe $3.20/hr; L40 $0.79; RTX A6000 $0.35. 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GPU list rates per second: H100 SXM5 '$0.001097', H200 SXM '$0.001261', B200 '$0.001736', A100 80 GB '$0.000694', L40S '$0…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-10-19","scoreAsOf":"2026-10-19","website":"https://modal.com","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"Partial coverage. Providers without a fetched SKU are omitted. See GET /api/pricing."},"decideHint":"/api/decide?jtbd=batch-gpu","human":"/providers/modal","compare":"/compare/salad-vs-modal"},{"id":"scaleway-generative","slug":"scaleway-generative","name":"Scaleway Generative APIs","tagline":"Best-documented EU open-model serverless API after Mistral. 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Per-minute billing; spot/res…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://www.fluidstack.io","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=cheap-gpu","human":"/providers/fluidstack","compare":"/compare/salad-vs-fluidstack"},{"id":"chutes","slug":"chutes","name":"Chutes","tagline":"Budget open-model overflow with a now-pinned public TEE matrix. 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Workload estimate on the same card was not used. TAO column not used. Not on chutes.ai/pricing 2026-10-27 (v0.12.141): the Model pricing table no longer lists this model; amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-27 the Model pricing table lists gemma-4-31B-turbo, Qwen3.8-27B, Qwen3.6-27B, DeepSeek-V4-Flash-0731, Kimi K2.6, Qwen 3.5, DeepSeek-V3.2, GLM-5.1, GLM-5.2 and Kimi-K3 (re-checked twice, also absent in the 2026-10-27 06:06 ET fetch); Mistral-Nemo-Instruct-2407 is no longer on https://chutes.ai/pricing (no occurrence of the name anywhere in the page text). Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"},{"id":"chutes-mistral-nemo-instruct-2407-unsloth-mistral-nemo-instruct-2407-tee-out","providerId":"chutes","sku":"Mistral-Nemo-Instruct-2407 (unsloth/Mistral-Nemo-Instruct-2407-TEE)","unit":"usd_per_million_output_tokens","amountUsd":0.0978,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.0978,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Not on chutes.ai/pricing 2026-10-27 (v0.12.141): the Model pricing table no longer lists this model; amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-27 the Model pricing table lists gemma-4-31B-turbo, Qwen3.8-27B, Qwen3.6-27B, DeepSeek-V4-Flash-0731, Kimi K2.6, Qwen 3.5, DeepSeek-V3.2, GLM-5.1, GLM-5.2 and Kimi-K3 (re-checked twice, also absent in the 2026-10-27 06:06 ET fetch); Mistral-Nemo-Instruct-2407 is no longer on https://chutes.ai/pricing (no occurrence of the name anywhere in the page text). Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"},{"id":"chutes-nemotron-3-nano-omni-30b-nemotron-3-nano-omni-30b-tee-in","providerId":"chutes","sku":"Nemotron-3-Nano-Omni-30B (Nemotron-3-Nano-Omni-30B-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.0245,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.0245,"normalizationReason":null,"priceSortEligible":false,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Not on chutes.ai/pricing 2026-10-27 (v0.12.141): the Model pricing table no longer lists this model; amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-27 the Model pricing table lists gemma-4-31B-turbo, Qwen3.8-27B, Qwen3.6-27B, DeepSeek-V4-Flash-0731, Kimi K2.6, Qwen 3.5, DeepSeek-V3.2, GLM-5.1, GLM-5.2 and Kimi-K3 (re-checked twice, also absent in the 2026-10-27 06:06 ET fetch); Nemotron-3-Nano-Omni-30B is no longer on https://chutes.ai/pricing (no occurrence of the name anywhere in the page text). Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"},{"id":"chutes-nemotron-3-nano-omni-30b-nemotron-3-nano-omni-30b-tee-out","providerId":"chutes","sku":"Nemotron-3-Nano-Omni-30B (Nemotron-3-Nano-Omni-30B-TEE)","unit":"usd_per_million_output_tokens","amountUsd":0.0978,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.0978,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Not on chutes.ai/pricing 2026-10-27 (v0.12.141): the Model pricing table no longer lists this model; amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-27 the Model pricing table lists gemma-4-31B-turbo, Qwen3.8-27B, Qwen3.6-27B, DeepSeek-V4-Flash-0731, Kimi K2.6, Qwen 3.5, DeepSeek-V3.2, GLM-5.1, GLM-5.2 and Kimi-K3 (re-checked twice, also absent in the 2026-10-27 06:06 ET fetch); Nemotron-3-Nano-Omni-30B is no longer on https://chutes.ai/pricing (no occurrence of the name anywhere in the page text). Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"},{"id":"chutes-qwen3-32b-qwen-qwen3-32b-tee-in","providerId":"chutes","sku":"Qwen3-32B (Qwen/Qwen3-32B-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.104,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.104,"normalizationReason":null,"priceSortEligible":false,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Not on chutes.ai/pricing 2026-10-27 (v0.12.141): the Model pricing table no longer lists this model; amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-27 the Model pricing table lists gemma-4-31B-turbo, Qwen3.8-27B, Qwen3.6-27B, DeepSeek-V4-Flash-0731, Kimi K2.6, Qwen 3.5, DeepSeek-V3.2, GLM-5.1, GLM-5.2 and Kimi-K3 (re-checked twice, also absent in the 2026-10-27 06:06 ET fetch); Qwen3-32B is no longer on https://chutes.ai/pricing (no occurrence of the name anywhere in the page text). Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"},{"id":"chutes-qwen3-32b-qwen-qwen3-32b-tee-out","providerId":"chutes","sku":"Qwen3-32B (Qwen/Qwen3-32B-TEE)","unit":"usd_per_million_output_tokens","amountUsd":0.416,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.416,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Not on chutes.ai/pricing 2026-10-27 (v0.12.141): the Model pricing table no longer lists this model; amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-27 the Model pricing table lists gemma-4-31B-turbo, Qwen3.8-27B, Qwen3.6-27B, DeepSeek-V4-Flash-0731, Kimi K2.6, Qwen 3.5, DeepSeek-V3.2, GLM-5.1, GLM-5.2 and Kimi-K3 (re-checked twice, also absent in the 2026-10-27 06:06 ET fetch); Qwen3-32B is no longer on https://chutes.ai/pricing (no occurrence of the name anywhere in the page text). Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"},{"id":"chutes-gemma-4-31b-turbo-google-gemma-4-31b-turbo-tee-in","providerId":"chutes","sku":"gemma-4-31B-turbo (google/gemma-4-31B-turbo-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.12,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.12,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-gemma-4-31b-turbo-google-gemma-4-31b-turbo-tee-out","providerId":"chutes","sku":"gemma-4-31B-turbo (google/gemma-4-31B-turbo-TEE)","unit":"usd_per_million_output_tokens","amountUsd":0.37,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.37,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-qwen3-235b-a22b-thinking-2507-qwen-qwen3-235b-a22b-thinking-2507-tee-in","providerId":"chutes","sku":"Qwen3-235B-A22B-Thinking-2507 (Qwen/Qwen3-235B-A22B-Thinking-2507-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.2989,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.2989,"normalizationReason":null,"priceSortEligible":false,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Not on chutes.ai/pricing 2026-10-27 (v0.12.141): the Model pricing table no longer lists this model; amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-27 the Model pricing table lists gemma-4-31B-turbo, Qwen3.8-27B, Qwen3.6-27B, DeepSeek-V4-Flash-0731, Kimi K2.6, Qwen 3.5, DeepSeek-V3.2, GLM-5.1, GLM-5.2 and Kimi-K3 (re-checked twice, also absent in the 2026-10-27 06:06 ET fetch); Qwen3-235B-A22B-Thinking-2507 is no longer on https://chutes.ai/pricing (no occurrence of the name anywhere in the page text). Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"},{"id":"chutes-qwen3-235b-a22b-thinking-2507-qwen-qwen3-235b-a22b-thinking-2507-tee-out","providerId":"chutes","sku":"Qwen3-235B-A22B-Thinking-2507 (Qwen/Qwen3-235B-A22B-Thinking-2507-TEE)","unit":"usd_per_million_output_tokens","amountUsd":1.1957,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1.1957,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Not on chutes.ai/pricing 2026-10-27 (v0.12.141): the Model pricing table no longer lists this model; amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-27 the Model pricing table lists gemma-4-31B-turbo, Qwen3.8-27B, Qwen3.6-27B, DeepSeek-V4-Flash-0731, Kimi K2.6, Qwen 3.5, DeepSeek-V3.2, GLM-5.1, GLM-5.2 and Kimi-K3 (re-checked twice, also absent in the 2026-10-27 06:06 ET fetch); Qwen3-235B-A22B-Thinking-2507 is no longer on https://chutes.ai/pricing (no occurrence of the name anywhere in the page text). Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"},{"id":"chutes-qwen3-8-27b-qwen-qwen3-8-27b-tee-in","providerId":"chutes","sku":"Qwen3.8-27B (Qwen/Qwen3.8-27B-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.039,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.039,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-qwen3-8-27b-qwen-qwen3-8-27b-tee-out","providerId":"chutes","sku":"Qwen3.8-27B (Qwen/Qwen3.8-27B-TEE)","unit":"usd_per_million_output_tokens","amountUsd":1.25,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1.25,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-qwen3-6-27b-qwen-qwen3-6-27b-tee-in","providerId":"chutes","sku":"Qwen3.6-27B (Qwen/Qwen3.6-27B-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.25,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.25,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-qwen3-6-27b-qwen-qwen3-6-27b-tee-out","providerId":"chutes","sku":"Qwen3.6-27B (Qwen/Qwen3.6-27B-TEE)","unit":"usd_per_million_output_tokens","amountUsd":2,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":2,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-deepseek-v4-flash-0731-deepseek-ai-deepseek-v4-flash-0731-tee-in","providerId":"chutes","sku":"DeepSeek-V4-Flash-0731 (deepseek-ai/DeepSeek-V4-Flash-0731-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.44,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.44,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-deepseek-v4-flash-0731-deepseek-ai-deepseek-v4-flash-0731-tee-out","providerId":"chutes","sku":"DeepSeek-V4-Flash-0731 (deepseek-ai/DeepSeek-V4-Flash-0731-TEE)","unit":"usd_per_million_output_tokens","amountUsd":1.32,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1.32,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-qwen-3-5-qwen-qwen3-5-397b-a17b-tee-in","providerId":"chutes","sku":"Qwen 3.5 (Qwen/Qwen3.5-397B-A17B-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.45,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.45,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-qwen-3-5-qwen-qwen3-5-397b-a17b-tee-out","providerId":"chutes","sku":"Qwen 3.5 (Qwen/Qwen3.5-397B-A17B-TEE)","unit":"usd_per_million_output_tokens","amountUsd":3,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":3,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-kimi-k2-6-moonshotai-kimi-k2-6-tee-in","providerId":"chutes","sku":"Kimi K2.6 (moonshotai/Kimi-K2.6-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.39,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.39,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Re-priced 2026-10-27 (v0.12.141): 0.45 -> 0.39 USD per 1M input tokens from the page's Model pricing table. The page says per-model rates are 'pulled live from our pricing API', so they can move; cached-input rate on the same card not stored."},{"id":"chutes-kimi-k2-6-moonshotai-kimi-k2-6-tee-out","providerId":"chutes","sku":"Kimi K2.6 (moonshotai/Kimi-K2.6-TEE)","unit":"usd_per_million_output_tokens","amountUsd":1.8,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1.8,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Re-priced 2026-10-27 (v0.12.141): 1.95 -> 1.8 USD per 1M output tokens from the page's Model pricing table. The page says per-model rates are 'pulled live from our pricing API', so they can move; cached-input rate on the same card not stored."},{"id":"chutes-deepseek-v3-2-deepseek-ai-deepseek-v3-2-tee-in","providerId":"chutes","sku":"DeepSeek-V3.2 (deepseek-ai/DeepSeek-V3.2-TEE)","unit":"usd_per_million_input_tokens","amountUsd":1,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-deepseek-v3-2-deepseek-ai-deepseek-v3-2-tee-out","providerId":"chutes","sku":"DeepSeek-V3.2 (deepseek-ai/DeepSeek-V3.2-TEE)","unit":"usd_per_million_output_tokens","amountUsd":1,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-glm-5-1-zai-org-glm-5-1-tee-in","providerId":"chutes","sku":"GLM-5.1 (zai-org/GLM-5.1-TEE)","unit":"usd_per_million_input_tokens","amountUsd":0.9,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.9,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Re-priced 2026-10-27 (v0.12.141): 0.98 -> 0.9 USD per 1M input tokens from the page's Model pricing table. The page says per-model rates are 'pulled live from our pricing API', so they can move; cached-input rate on the same card not stored."},{"id":"chutes-glm-5-1-zai-org-glm-5-1-tee-out","providerId":"chutes","sku":"GLM-5.1 (zai-org/GLM-5.1-TEE)","unit":"usd_per_million_output_tokens","amountUsd":2.9,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":2.9,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Re-priced 2026-10-27 (v0.12.141): 3.08 -> 2.9 USD per 1M output tokens from the page's Model pricing table. The page says per-model rates are 'pulled live from our pricing API', so they can move; cached-input rate on the same card not stored."},{"id":"chutes-glm-5-2-zai-org-glm-5-2-tee-in","providerId":"chutes","sku":"GLM-5.2 (zai-org/GLM-5.2-TEE)","unit":"usd_per_million_input_tokens","amountUsd":1.25,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1.25,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-glm-5-2-zai-org-glm-5-2-tee-out","providerId":"chutes","sku":"GLM-5.2 (zai-org/GLM-5.2-TEE)","unit":"usd_per_million_output_tokens","amountUsd":3.95,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":3.95,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-kimi-k3-moonshotai-kimi-k3-tee-in","providerId":"chutes","sku":"Kimi-K3 (moonshotai/Kimi-K3-TEE)","unit":"usd_per_million_input_tokens","amountUsd":1.85,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1.85,"normalizationReason":null,"priceSortEligible":true,"qualifier":"Public TEE inference, USD per 1M tokens. Workload estimate on the same card was not used. TAO column not used. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-kimi-k3-moonshotai-kimi-k3-tee-out","providerId":"chutes","sku":"Kimi-K3 (moonshotai/Kimi-K3-TEE)","unit":"usd_per_million_output_tokens","amountUsd":9.5,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":9.5,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Public TEE inference output per 1M tokens. Reconfirmed 2026-10-27 (v0.12.141). The page says per-model rates are 'pulled live from our pricing API'; cached-input rate on the same card not stored."},{"id":"chutes-rtx-pro-6000-96gb-usd-per-gpu-hour","providerId":"chutes","sku":"RTX Pro 6000 96GB","unit":"usd_per_gpu_hour","amountUsd":1.8,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"gpu_hour_not_coerced_to_per_million_tokens","priceSortEligible":false,"qualifier":"Self-serve TEE GPU hourly rate. Not converted from per-second. Reconfirmed 2026-10-27 (v0.12.140): page adds a 'One-time deployment fee $5.40 = 3× hourly rate' (not stored as a row) and 'Billed by the second at the GPU's hourly rate'."},{"id":"chutes-private-chute-deployment-fee-usd-one-time","providerId":"chutes","sku":"Private chute deployment fee","unit":"usd_one_time","amountUsd":5.4,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-27","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_one_time_fee","priceSortEligible":false,"qualifier":"Page states one-time fee equals 3× the $1.80 hourly rate ($5.40) for this GPU class. Reconfirmed 2026-10-27 (v0.12.141): page prints 'One-time deployment fee $5.40 = 3× hourly rate' next to the $1.80 / hour RTX Pro 6000 96 GB self-serve TEE rate."},{"id":"chutes-plus-usd-per-month","providerId":"chutes","sku":"Plus","unit":"usd_per_month","amountUsd":10,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"Optional plan. 6% off PAYG was not applied to token rows. chutes.ai/pricing 2026-10-27 (v0.12.141) FAQ: 'Monthly plans are no longer sold on chutes.ai' (existing plans run to the end of the current billing period, then usage is pay-as-you-go); amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"plan_no_longer_sold: on 2026-10-27 the https://chutes.ai/pricing FAQ says 'Monthly plans are no longer sold on chutes.ai. If you already have one, it stays active until the end of your current billing period' (re-checked twice, same as the 2026-10-27 06:06 ET fetch); the page shows no Plus plan or $10 amount. Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"},{"id":"chutes-pro-usd-per-month","providerId":"chutes","sku":"Pro","unit":"usd_per_month","amountUsd":20,"currency":"USD","sourceUrl":"https://chutes.ai/pricing","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_month","priceSortEligible":false,"qualifier":"Optional plan. 10% off PAYG was not applied to token rows. chutes.ai/pricing 2026-10-27 (v0.12.141) FAQ: 'Monthly plans are no longer sold on chutes.ai' (existing plans run to the end of the current billing period, then usage is pay-as-you-go); amount kept from 2026-10-03, not reconfirmed (asOf unchanged).","sourceStatus":"unverified","sourceStatusReason":"plan_no_longer_sold: on 2026-10-27 the https://chutes.ai/pricing FAQ says 'Monthly plans are no longer sold on chutes.ai. If you already have one, it stays active until the end of your current billing period' (re-checked twice, same as the 2026-10-27 06:06 ET fetch); the page shows no Pro plan or $20 amount. Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-27"}],"notesExcerpt":"As of 2026-10-27 (chutes.ai/pricing, fetched twice 2026-10-27): Public TEE inference PAYG per 1M tokens, input/output (the page says per-model rates are 'pulled live from our pricing API'): gemma-4-31B-turbo $0.12/$0.37; Qwen3.8-27B $0.039/$1.25; Qwen3.6-27B $0.25/$2.00; DeepSeek…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://chutes.ai","doNotParse":"Do not parse pricingNotes. Use rows only. normalizedUsdPerMillionTokens is a single number only when this provider has exactly one sourced token row. Input/output, context tiers, and non-token units stay null at this level.","gap":"Partial coverage. Providers without a fetched SKU are omitted. See GET /api/pricing."},"decideHint":"/api/decide?jtbd=on-device-edge-batch","human":"/providers/chutes","compare":"/compare/salad-vs-chutes"}],"rankContract":{"style":"editorial_weighted","notAnElo":true,"note":"deltaOverallVsSubject is Depot overall (0–10) minus the subject. It is not Arena Elo and not an Artificial Analysis index."},"freshness":{"scoreAsOfMin":"2026-09-14","scoreAsOfMax":"2026-10-19","contractAsOf":"2026-10-03"},"honesty":["Alternatives are other catalog providers that share a JTBD as pick or runner-up. If fewer than three exist, same-category active providers fill the list and are labeled same_category.","Overall deltas are catalog scores. kind=curated_estimate is not a lab measurement.","Pricing rows are sourced or explicitly null. Do not parse pricingNotes. A single normalized USD figure is set only for a provider with exactly one token row."],"links":{"human":"/alternatives/salad","machine":"/api/alternatives?provider=salad","provider":"/api/providers/salad","canonical":"/api/canonical"}}