{"subject":{"id":"luma","slug":"luma","name":"Luma AI","tagline":"Solid video gen option — A/B with Runway/Pika/Fal-hosted models for your domain.","website":"https://lumalabs.ai","status":"active","overall":7.69,"scoreKind":"curated_estimate","confidence":"medium","scoreAsOf":"2026-09-14","lastReviewed":"2026-09-14","categoryIds":["cat-media-gen"],"regions":["global"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unit_mismatch","normalizationReason":"unit_mismatch","shape":"sourced_rows","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[{"id":"luma-ray3-2-t2v-5s-540p","providerId":"luma","sku":"Ray3.2 text/image-to-video, 5s, 540p","unit":"usd_per_video","amountUsd":0.15,"currency":"USD","sourceUrl":"https://lumalabs.ai/api/pricing","asOf":"2026-10-19","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_video","priceSortEligible":false,"qualifier":"Pay per video, SDR output; HDR is 2x and HDR+EXR 3x. 720p 5s is $0.30, 1080p 5s $1.20."},{"id":"luma-ray3-2-t2v-5s-720p","providerId":"luma","sku":"Ray3.2 text/image-to-video, 5s, 720p","unit":"usd_per_video","amountUsd":0.3,"currency":"USD","sourceUrl":"https://lumalabs.ai/api/pricing","asOf":"2026-10-19","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_video","priceSortEligible":false,"qualifier":"Pay per video, SDR output."}],"notesExcerpt":"As of 2026-09-14: Dream Machine video and multimodal APIs with credit/subscription packaging plus builder API. 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Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-19"},{"id":"minimax-minimax-m2-1-highspeed-cached","providerId":"minimax","sku":"MiniMax-M2.1-highspeed","unit":"usd_per_million_cached_input_tokens","amountUsd":0.03,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.03,"normalizationReason":"cached_input_not_a_single_rate","priceSortEligible":false,"qualifier":"Legacy prompt caching read.","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-19 the LLM table of the official pay-as-you-go pricing (pricing-paygo.md) lists only MiniMax-M3.1-Flash and MiniMax-M3 (standard and priority). \"MiniMax M2.1\" appears only as a footer research link, which is why the static check matched. Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-19"},{"id":"minimax-minimax-m2-1-highspeed-write","providerId":"minimax","sku":"MiniMax-M2.1-highspeed","unit":"usd_per_million_cache_write_tokens","amountUsd":0.375,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.375,"normalizationReason":"cache_write_not_a_single_rate","priceSortEligible":false,"qualifier":"Legacy prompt caching write.","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-19 the LLM table of the official pay-as-you-go pricing (pricing-paygo.md) lists only MiniMax-M3.1-Flash and MiniMax-M3 (standard and priority). \"MiniMax M2.1\" appears only as a footer research link, which is why the static check matched. Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-19"},{"id":"minimax-minimax-m2-in","providerId":"minimax","sku":"MiniMax-M2","unit":"usd_per_million_input_tokens","amountUsd":0.3,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.3,"normalizationReason":"legacy_sku_not_current_matrix","priceSortEligible":false,"qualifier":"Legacy Models section. Not the sort key.","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-19 the LLM table of the official pay-as-you-go pricing (pricing-paygo.md) lists only MiniMax-M3.1-Flash and MiniMax-M3 (standard and priority). \"MiniMax M2.1\" appears only as a footer research link, which is why the static check matched. Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-19"},{"id":"minimax-minimax-m2-out","providerId":"minimax","sku":"MiniMax-M2","unit":"usd_per_million_output_tokens","amountUsd":1.2,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1.2,"normalizationReason":"output_token_price_not_a_single_blended_rate","priceSortEligible":false,"qualifier":"Legacy Models section.","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-19 the LLM table of the official pay-as-you-go pricing (pricing-paygo.md) lists only MiniMax-M3.1-Flash and MiniMax-M3 (standard and priority). \"MiniMax M2.1\" appears only as a footer research link, which is why the static check matched. Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-19"},{"id":"minimax-minimax-m2-cached","providerId":"minimax","sku":"MiniMax-M2","unit":"usd_per_million_cached_input_tokens","amountUsd":0.03,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.03,"normalizationReason":"cached_input_not_a_single_rate","priceSortEligible":false,"qualifier":"Legacy prompt caching read.","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-19 the LLM table of the official pay-as-you-go pricing (pricing-paygo.md) lists only MiniMax-M3.1-Flash and MiniMax-M3 (standard and priority). \"MiniMax M2.1\" appears only as a footer research link, which is why the static check matched. Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-19"},{"id":"minimax-minimax-m2-write","providerId":"minimax","sku":"MiniMax-M2","unit":"usd_per_million_cache_write_tokens","amountUsd":0.375,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo","asOf":"2026-10-03","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.375,"normalizationReason":"cache_write_not_a_single_rate","priceSortEligible":false,"qualifier":"Legacy prompt caching write.","sourceStatus":"unverified","sourceStatusReason":"model_not_on_source_page: on 2026-10-19 the LLM table of the official pay-as-you-go pricing (pricing-paygo.md) lists only MiniMax-M3.1-Flash and MiniMax-M3 (standard and priority). \"MiniMax M2.1\" appears only as a footer research link, which is why the static check matched. Kept for history, never ranked.","sourceStatusCheckedOn":"2026-10-19"},{"id":"minimax-speech-to-text-usd-per-hour","providerId":"minimax","sku":"Speech-to-Text","unit":"usd_per_hour","amountUsd":0.38,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_hour","priceSortEligible":false,"qualifier":"ASR $0.38 / hour. Not coerced to tokens."},{"id":"minimax-speech-2-8-hd-usd-per-million-characters","providerId":"minimax","sku":"speech-2.8-hd","unit":"usd_per_million_characters","amountUsd":100,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo","asOf":"2026-10-03","normalizationStatus":"unit_mismatch","normalizedUsdPerMillionTokens":null,"normalizationReason":"unit_mismatch_per_million_characters","priceSortEligible":false,"qualifier":"T2A sync and async. 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Output."},{"id":"minimax-minimax-m3-cached","providerId":"minimax","sku":"MiniMax-M3","unit":"usd_per_million_cached_input_tokens","amountUsd":0.06,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo.md","asOf":"2026-10-19","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.06,"normalizationReason":null,"priceSortEligible":false,"qualifier":"Pay-as-you-go, USD per 1M tokens, from the LLM table of the official pricing page (Markdown twin). Standard tier, <= 512k. Prompt caching read."},{"id":"minimax-minimax-m3-gt-512k-in","providerId":"minimax","sku":"MiniMax-M3","unit":"usd_per_million_input_tokens","amountUsd":0.6,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo.md","asOf":"2026-10-19","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":0.6,"normalizationReason":null,"priceSortEligible":false,"qualifier":"Pay-as-you-go, USD per 1M tokens, from the LLM table of the official pricing page (Markdown twin). Standard tier, prompts > 512k input tokens. Input. Not used for sorting (conditional tier)."},{"id":"minimax-minimax-m3-gt-512k-out","providerId":"minimax","sku":"MiniMax-M3","unit":"usd_per_million_output_tokens","amountUsd":2.4,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo.md","asOf":"2026-10-19","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":2.4,"normalizationReason":null,"priceSortEligible":false,"qualifier":"Pay-as-you-go, USD per 1M tokens, from the LLM table of the official pricing page (Markdown twin). Standard tier, prompts > 512k input tokens. 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Not used for sorting."},{"id":"minimax-minimax-m3-priority-out","providerId":"minimax","sku":"MiniMax-M3","unit":"usd_per_million_output_tokens","amountUsd":1.8,"currency":"USD","sourceUrl":"https://platform.minimax.io/docs/guides/pricing-paygo.md","asOf":"2026-10-19","normalizationStatus":"sourced_token_price","normalizedUsdPerMillionTokens":1.8,"normalizationReason":null,"priceSortEligible":false,"qualifier":"Pay-as-you-go, USD per 1M tokens, from the LLM table of the official pricing page (Markdown twin). Priority tier, <= 512k. Output."}],"notesExcerpt":"As of 2026-09-14 (platform.minimax.io/docs/guides/pricing-paygo): International api.minimax.io (OpenAI + Anthropic-compat). MiniMax-M3 ≤512k: list $0.60/$2.40 → permanent 50% off $0.30/$1.20 per 1M (cache read $0.06); >512k $0.60/$2.40 after promo. Priority tier 1.5×. 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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=3d-generation","human":"/providers/replicate","compare":"/compare/luma-vs-replicate"},{"id":"runway","slug":"runway","name":"Runway","tagline":"Top creative video brand. For pure agent pipelines, also price-check Fal-hosted alternatives.","website":"https://runwayml.com","status":"active","overall":7.75,"scoreKind":"curated_estimate","confidence":"high","scoreAsOf":"2026-09-14","deltaOverallVsSubject":0.06,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["video-generation"],"pricing":{"normalizedUsdPerMillionTokens":null,"normalizationStatus":"unavailable","normalizationReason":"no_sourced_price","shape":"prose_notes_only","filterable":false,"priceSortEligible":false,"priceSortKeyUsdPerMillionInputTokens":null,"rows":[],"notesExcerpt":"Gen video models (Gen-3/etc.) via web + API; credit plans; creative-suite positioning.","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://runwayml.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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=video-generation","human":"/providers/runway","compare":"/compare/luma-vs-runway"},{"id":"kling","slug":"kling","name":"Kling AI","tagline":"Video-gen peer to Runway/Luma/Fal. Prefer Fal for multi-model media API DX; Kling when quality demos win and…","website":"https://kling.ai","status":"active","overall":7.58,"scoreKind":"curated_estimate","confidence":"medium","scoreAsOf":"2026-09-14","deltaOverallVsSubject":-0.11,"roles":["same_jtbd_runner"],"sharedJtbdSlugs":["video-generation"],"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: Official API (kling.ai/dev) is prepaid **units** distinct from consumer app subscriptions — secondary/official summaries ~$0.14/unit with video roughly **$0.084–$0.168/sec** (720p–1080p) and higher for 4K; packages from ~$9.80/100 units. Consumer app plans do **…","notesCheck":{"status":"no_known_contradiction","pairs":[],"review":null,"note":null},"lastReviewed":"2026-09-14","scoreAsOf":"2026-09-14","website":"https://kling.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":"No sourced price row for this provider. pricingNotes stay prose. See research/gaps.md."},"decideHint":"/api/decide?jtbd=video-generation","human":"/providers/kling","compare":"/compare/luma-vs-kling"}],"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/luma","machine":"/api/alternatives?provider=luma","provider":"/api/providers/luma","canonical":"/api/canonical"}}