{ "schema_version": 1, "krea-2-turbo": { "provider": "comfyui", "display_name": "Krea 2 Turbo (local ComfyUI)", "modality": "image", "api_pattern": "comfyui_local", "cost_per_image": 0.0, "cost_per_image_note": "Local inference on self-hosted ComfyUI (Mac Studio / M-series) — unmetered, $0 marginal cost.", "max_cost_per_shot_usd": 0.0, "max_reference_images": 0, "max_character_refs": 0, "supported_aspect_ratios": ["1:1", "9:16", "16:9"], "supports_inline_refs": false, "supports_lora": true, "supports_negative_prompt": false, "supports_negative_prompt_note": "Turbo runs at cfg 1.0 (8-step distilled) so a negative prompt is inert. Kept in sync with ComfyUIAdapter.capabilities['negative_prompt']=False to avoid a ProviderCapabilityError on negative-prompt payloads.", "params": { "seed": "int", "aspect_ratio": "enum", "rebalance_multiplier": "float (default 4.0; bypasses Krea 2 trained safety dilution)" }, "notes": "Krea 2 Turbo (open-weights, 8-step distilled) via LOCAL ComfyUI HTTP (COMFYUI_URL). bf16 weights ONLY on Apple Silicon (fp8 dies on MPS). Uncensored open model for graphic dramatic keyframes hosted providers refuse; REQUIRES the ConditioningKrea2Rebalance node (multiplier ~4) to bypass the trained safety dilution. Krea 2 Community License obligates a downstream content filter (deferred — tracked). Graph: UNETLoader(bf16)+CLIPLoader(krea2)+rebalance+KSampler(8/cfg1/euler/simple). See consultations/recoil/krea2-oss-local-image-2026-06-24/SPIKE_AND_ADAPTER.md.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "none", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 1, "allowed_reroll_strategies": ["seed", "prompt_clarification"], "forbidden_reroll_strategies": [] }, "gemini-3-pro-image-preview": { "provider": "google", "display_name": "NBP (Nanobanana Pro)", "modality": "image", "cost_per_image": 0.134, "max_cost_per_shot_usd": 1.5, "max_reference_images": 11, "max_object_refs": 6, "max_character_refs": 5, "supported_aspect_ratios": [ "1:1", "1:4", "1:8", "2:3", "3:2", "3:4", "4:1", "4:3", "4:5", "5:4", "8:1", "9:16", "16:9", "21:9" ], "supported_sizes": [ "512px", "1K", "2K", "4K" ], "supports_inline_refs": true, "supports_negative_prompt": false, "api_pattern": "genai_inline", "notes": "Production renderer. Best quality, highest cost. Use for final 9:16 frames.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "high", "requires_content_filter_soften_retry": true, "requires_style_anchor_for_long_runs": true, "concurrent_limit": 3, "allowed_reroll_strategies": [ "seed", "prompt_clarification", "soften_language", "reduce_refs" ], "forbidden_reroll_strategies": [ "style_transfer", "prompt_append", "prompt_rewrite", "negative_prompt_injection" ], "effective_max_character_refs": null, "position_bias_severity": null, "grid_reference_failure_rate": null, "content_filter_block_rate": null, "rate_limit_rpm": null, "critic_overrides": { "anatomy": { "strictness": "standard" }, "identity_drift": { "strictness": "strict" } } }, "gemini-3.1-flash-image-preview": { "provider": "google", "display_name": "Flash 3.1", "modality": "image", "cost_per_image": 0.039, "max_cost_per_shot_usd": 0.5, "max_reference_images": 11, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supported_sizes": [ "512px", "1K", "2K", "4K" ], "supports_inline_refs": true, "supports_negative_prompt": false, "api_pattern": "genai_inline", "qps_limit": "strict", "notes": "Exploration/planning. Better prompt adherence than 2.5. Strict rate limits \u2014 use exponential backoff.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [] }, "gemini-2.5-flash-image": { "provider": "google", "display_name": "Nanobanana Flash", "modality": "image", "cost_per_image": 0.039, "max_cost_per_shot_usd": 0.5, "max_reference_images": 11, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supported_sizes": [ "512px", "1K" ], "supports_inline_refs": true, "supports_negative_prompt": false, "api_pattern": "genai_inline", "notes": "Fallback exploration. Less prompt adherence than 3.1 but more relaxed rate limits.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [] }, "seedream-v4.5": { "provider": "bytedance", "display_name": "Seedream v4.5", "modality": "image", "cost_per_image": 0.04, "max_cost_per_shot_usd": 1.0, "max_reference_images": 10, "max_character_refs": 4, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supported_sizes": [ "auto_2K" ], "supports_inline_refs": false, "supports_lora": false, "supports_negative_prompt": false, "api_pattern": "fal_ai_seedream", "flora_model_id": "is2i-seedream-v4.5", "flora_model_id_t2i": "t2i-seedream-v4.5", "flora_cost_note": "When routed via Flora (provider_strategy primary=flora), billing is metered via Flora estimated_credits — PROVISIONAL until confirmed at first supervised run. cost_per_image 0.04 mirrors the fal route. Phase 0 ref-input probe target = is2i-seedream-v4.5.", "fallback_model": "gemini-3-pro-image-preview", "base_endpoint": "fal-ai/bytedance/seedream/v4.5", "avg_generation_time_s": 22, "notes": "Default production image renderer. Film stock aesthetics, strong identity preservation. Uses edit endpoint when refs present. Also routable through Flora (is2i-seedream-v4.5) — see flora_model_id + provider_strategy.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "critic_overrides": { "anatomy": { "strictness": "relaxed" }, "identity_drift": { "strictness": "strict" } } }, "seedream-v5-lite": { "provider": "bytedance", "display_name": "Seedream v5.0 Lite", "modality": "image", "cost_per_image": 0.035, "max_cost_per_shot_usd": 1.0, "max_reference_images": 10, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supported_sizes": [ "auto_2K", "auto_3K" ], "supports_inline_refs": false, "supports_negative_prompt": false, "api_pattern": "fal_ai_seedream", "fallback_model": "gemini-3-pro-image-preview", "base_endpoint": "fal-ai/bytedance/seedream/v5/lite", "avg_generation_time_s": 50, "notes": "Multi-character specialist. Chain of Thought reasoning. Slower (~50s) but better multi-subject coherence. Auto-selected by SeedreamClient when 4+ identity refs detected.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "critic_overrides": { "anatomy": { "strictness": "relaxed" }, "identity_drift": { "strictness": "strict" } } }, "krea-2": { "provider": "flora", "display_name": "Krea 2 (Flora)", "modality": "image", "flora_model_id": "t2i-krea-2-t2i", "cost_per_image": 0.06, "cost_per_image_note": "PROVISIONAL — Flora exposes estimated_credits per model in GET /models; effective $/image not yet captured. Confirm at first supervised run (krea2-flora SPEND POLICY deferred the probe). Placeholder mirrors comparable in-Flora concepting cost.", "max_cost_per_shot_usd": 1.0, "max_reference_images": 0, "max_character_refs": 0, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supports_inline_refs": false, "supports_lora": false, "supports_negative_prompt": false, "api_pattern": "flora_generate", "params": { "creativity": "raw|low|medium|high", "seed": "int", "aspect_ratio": "enum" }, "notes": "Krea 2 concepting / look-dev model in Flora (t2i-krea-2-t2i). NOT a hero — outputs become Look style_refs. Exposes the creativity dial. No reference inputs (use krea-2-references for refs).", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 3, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [] }, "krea-2-references": { "provider": "flora", "display_name": "Krea 2 References (Flora)", "modality": "image", "flora_model_id": "is2i-krea-2-references-is2i", "cost_per_image": 0.06, "cost_per_image_note": "PROVISIONAL — see krea-2 note. Confirm effective $/image from estimated_credits at first supervised run.", "max_cost_per_shot_usd": 1.0, "max_reference_images": 4, "max_character_refs": 2, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supports_inline_refs": false, "supports_lora": false, "supports_negative_prompt": false, "api_pattern": "flora_generate", "params": { "creativity": "raw|low|medium|high", "seed": "int", "aspect_ratio": "enum" }, "notes": "Krea 2 style/identity reference model in Flora (is2i-krea-2-references-is2i). Reference-conditioned look/identity. Ref-input field EMPIRICALLY UNCONFIRMED — assumed image_urls by analogy to video path; supports_inline_refs false (refs uploaded + hosted via flora _upload_local_refs).", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 3, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [] }, "seedream-v5": { "provider": "flora", "display_name": "Seedream v5 (Flora)", "modality": "image", "flora_model_id": "is2i-seedream-v5", "cost_per_image": 0.04, "cost_per_image_note": "PROVISIONAL — see seedream-v4.5-flora note. Confirm effective $/image from estimated_credits at first supervised run.", "max_cost_per_shot_usd": 1.0, "max_reference_images": 10, "max_character_refs": 4, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supports_inline_refs": false, "supports_lora": false, "supports_negative_prompt": false, "api_pattern": "flora_generate", "params": { "aspect_ratio": "enum", "resolution": "enum", "seed": "int" }, "notes": "Hero alt identity-strict image model on Flora (is2i-seedream-v5). Ref-input field EMPIRICALLY UNCONFIRMED — assumed image_urls.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "critic_overrides": { "anatomy": { "strictness": "relaxed" }, "identity_drift": { "strictness": "strict" } } }, "nano-banana": { "provider": "flora", "display_name": "Nano Banana (Flora)", "modality": "image", "flora_model_id": "is2i-nano-banana", "flora_model_id_t2i": "t2i-nano-banana", "cost_per_image": 0.039, "cost_per_image_note": "PROVISIONAL — placeholder mirrors the comparable Google Nanobanana Flash profile ($0.039). Flora bills via estimated_credits; confirm effective $/image at first supervised run.", "max_cost_per_shot_usd": 0.5, "max_reference_images": 6, "max_character_refs": 3, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supports_inline_refs": false, "supports_lora": false, "supports_negative_prompt": false, "api_pattern": "flora_generate", "params": { "aspect_ratio": "enum" }, "notes": "Finals renderer on Flora (is2i-nano-banana / t2i-nano-banana). is2i params: aspect_ratio only. Ref-input field EMPIRICALLY UNCONFIRMED — assumed image_urls.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [] }, "gemini-3-pro": { "provider": "flora", "display_name": "Gemini 3 Pro Image (Flora)", "modality": "image", "flora_model_id": "t2i-gemini-3-pro", "cost_per_image": 0.134, "cost_per_image_note": "PROVISIONAL — placeholder mirrors the Google gemini-3-pro-image-preview profile ($0.134). Flora bills via estimated_credits; confirm effective $/image at first supervised run.", "max_cost_per_shot_usd": 1.5, "max_reference_images": 0, "max_character_refs": 0, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supports_inline_refs": false, "supports_lora": false, "supports_negative_prompt": false, "api_pattern": "flora_generate", "params": { "aspect_ratio": "enum" }, "notes": "Finals / semantic-consistency renderer on Flora (t2i-gemini-3-pro). t2i only in the verified roster — no is2i variant added (would risk silent-fallback billing). max_reference_images 0 until an is2i variant is verified live.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "high", "requires_content_filter_soften_retry": true, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 3, "allowed_reroll_strategies": [ "seed", "prompt_clarification", "soften_language" ], "forbidden_reroll_strategies": [] }, "kling-2.5": { "provider": "kling", "display_name": "Kling 2.5", "filename_id": "kling-2-5", "modality": "video", "cost_per_second": 0.07, "max_cost_per_shot_usd": 2.0, "notes_pricing": "Kling 2.5 Turbo Pro on fal.ai: $0.07/sec. Verified 2026-04-13.", "max_reference_images": 4, "supported_aspect_ratios": [ "1:1", "9:16", "16:9" ], "supports_inline_refs": false, "supports_negative_prompt": true, "api_pattern": "upload_bundle", "notes": "Video generation. No API \u2014 requires manual upload bundle.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "safety_filter_words": [ "blood", "bloody", "fight", "fighting", "shoot", "shooting", "blade", "weapon", "weapons", "kill", "killing", "attack", "attacking", "punch", "punching", "stab", "stabbing", "violent", "violence", "gore", "wound", "injury" ] }, "seeddance-2.0": { "name": "SeedDance 2.0", "provider": "bytedance", "display_name": "SeedDance 2.0", "filename_id": "seeddance-2-0", "modality": "video", "default_resolution": "720p", "supported_resolutions": [ "480p", "720p" ], "providers": { "fal.ai": { "status": "fallback", "tiers": { "standard_720p": { "cost_per_second": 0.3034, "verified": "2026-04-15", "source": "billing" }, "fast_720p": { "cost_per_second": 0.2419, "verified": "2026-04-15", "source": "billing" }, "fast_480p": { "cost_per_second": 0.111, "verified": "2026-04-15", "source": "billing" } } }, "flora": { "status": "primary", "tiers": { "standard_720p": { "cost_per_second": 0.21, "verified": "2026-06-01", "source": "PROVISIONAL: single measured render 14.1s=$2.963 ($0.2101/s); FLAGGED for first-invoice verification per pricing-verification rule" } } }, "atlas": { "status": "DEPRECATED 2026-04-15", "tiers": { "pro_720p": { "cost_per_second_listed": 0.127, "cost_per_second_observed": 0.401, "notes": "Listed vs observed diverges 3.15x \u2014 unexplained surcharge" }, "fast_720p": { "cost_per_second_listed": 0.225, "cost_per_second_observed": 0.225 }, "fast_480p": { "cost_per_second_listed": 0.101, "cost_per_second_observed": 0.101 } } } }, "cost_per_second": 0.3034, "cost_per_second_usd": 0.3034, "cost_per_second_fast": 0.2419, "cost_per_second_fast_480p": 0.111, "cost_notes": "Dispatch via Flora (standard_720p ~$0.21/sec PROVISIONAL - single measured render 14.1s=$2.963 on 2026-06-01, FLAGGED for first-invoice verification). fal.ai ($0.3034/sec standard 720p, measured from Billing History 2026-04-15) retained as fallback; top-level cost_per_second mirror still reflects the fal rate (REC-46 - budget math should resolve the Flora tier). Atlas Cloud DEPRECATED 2026-04-15 (see section 10f pipeline-learnings.md). 480p produces severe quality drop - throwaway probes only. PiAPI removed 2026-06-03 (never run, unverified pricing).", "max_cost_per_shot_usd": 4.55, "cost_per_minute_cinema": 18.2, "max_reference_images": 9, "max_reference_videos": 3, "max_reference_audio": 3, "max_duration_seconds": 15, "min_duration_seconds": 4, "output_resolution": "2K", "supports_audio": true, "supports_multi_shot": true, "supports_lip_sync": true, "api_pattern": "fal_ai", "fallback_model": "kling-v3", "coverage_mode_preferences": { "_comment": "Per-pass-type mode selection consumed by coverage_planner via core.model_profiles.get_coverage_mode(). Required for any video model referenced in pipeline_config.json coverage_strategy.model_routing.", "character_pass": "r2v", "env_with_frame": "i2v", "env_without_frame": "r2v" }, "weight_scale": { "min": 0.0, "max": 1.0, "ceiling": 0.85 }, "weight_map": { "identity": 0.85, "keyframe": 0.7, "prop": 0.5, "scene": 0.25 }, "negative_prompt_default": null, "supports_negative_prompt": false, "optimal_prompt_length": [ 120, 250 ], "optimal_prompt_length_t2v": [ 120, 250 ], "optimal_prompt_length_i2v": [ 50, 75 ], "optimal_prompt_length_r2v": [ 120, 200 ], "notes": "Primary multi-shot + dialogue engine. API via fal.ai (official ByteDance partner). Does NOT support negative_prompt \u2014 quality constraints must go in positive prompt. Standard $0.3034/sec, Fast $0.2419/sec. 5s clip = $1.52 standard, $1.21 fast. Pricing verified 2026-04-13 from fal.ai.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "safety_filter_words": [ "blood", "bloody", "fight", "fighting", "shoot", "shooting", "blade", "weapon", "weapons", "kill", "killing", "attack", "attacking", "punch", "punching", "stab", "stabbing", "violent", "violence", "gore", "wound", "injury" ], "cinema_token_map": { "body": "full", "lens": "full", "filtration": "full", "stock": "full", "grain": "full", "grade": "full", "aperture": "full", "shutter": "full" } }, "kling-v3-direct": { "name": "Kling V3 Direct", "provider": "kling", "display_name": "Kling V3 Direct", "filename_id": "kling-v3-direct", "modality": "video", "cost_per_second_standard": 0.1, "cost_per_second_professional": 0.2, "cost_per_second": 0.1, "max_cost_per_shot_usd": 2.0, "max_reference_images": 4, "max_duration_seconds": 15, "supports_audio": true, "supports_start_frame": true, "supports_end_frame": true, "api_pattern": "kling_rest", "element_cost": 0.01, "element_expiry_days": 30, "element_check_days": 25, "negative_prompt_default": "morphing, blurry, disfigured hands, extra fingers, bad anatomy, text, watermark", "max_prompt_chars": 2500, "optimal_prompt_length_i2v": [ 15, 40 ], "optimal_prompt_length_t2v": [ 50, 100 ], "optimal_prompt_length": [ 50, 100 ], "supports_multi_prompt": true, "multi_prompt_max_shots": 6, "multi_prompt_max_duration": 15, "multi_prompt_min_shot_duration": 3, "multi_prompt_entry_format": "index_prompt_duration", "notes": "Editorial precision engine. Start+end frame I2V control. Multi-prompt confirmed via API probe.", "supports_negative_prompt": true, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "critic_overrides": { "anatomy": { "strictness": "strict" }, "identity_drift": { "strictness": "standard" } }, "safety_filter_words": [ "blood", "bloody", "fight", "fighting", "shoot", "shooting", "blade", "weapon", "weapons", "kill", "killing", "attack", "attacking", "punch", "punching", "stab", "stabbing", "violent", "violence", "gore", "wound", "injury" ] }, "kling-v3": { "name": "Kling V3", "provider": "fal_ai", "display_name": "Kling V3", "modality": "video", "cost_per_second_standard": 0.126, "cost_per_second_professional": 0.224, "cost_per_second": 0.126, "max_cost_per_shot_usd": 2.0, "max_reference_images": 4, "max_duration_seconds": 15, "min_duration_seconds": 3, "supports_audio": true, "supports_start_frame": true, "supports_end_frame": true, "supports_multi_prompt": true, "supports_elements": true, "coverage_mode_preferences": { "_comment": "Per-pass-type mode selection consumed by coverage_planner via core.model_profiles.get_coverage_mode(). Kling V3 has no R2V mode \u2014 character passes use I2V (start_frame from previs) or fall back to T2V when no frame is available.", "character_pass": "i2v", "env_with_frame": "i2v", "env_without_frame": "t2v" }, "multi_prompt_max_shots": 6, "multi_prompt_max_duration": 15, "multi_prompt_min_shot_duration": 3, "api_pattern": "fal_ai_kling", "negative_prompt_default": "morphing, blurry, disfigured hands, extra fingers, bad anatomy, text, watermark", "max_prompt_chars": 2500, "optimal_prompt_length_i2v": [ 15, 40 ], "optimal_prompt_length_t2v": [ 50, 100 ], "optimal_prompt_length": [ 50, 100 ], "notes": "fal.ai proxy \u2014 same Standard pricing as direct API. Supports inline Elements + audio. Pro tier 2x markup.", "supports_negative_prompt": true, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "critic_overrides": { "anatomy": { "strictness": "strict" }, "identity_drift": { "strictness": "standard" } }, "safety_filter_words": [ "blood", "bloody", "fight", "fighting", "shoot", "shooting", "blade", "weapon", "weapons", "kill", "killing", "attack", "attacking", "punch", "punching", "stab", "stabbing", "violent", "violence", "gore", "wound", "injury" ], "cinema_token_map": { "body": null, "lens": "compressed", "filtration": "compressed", "stock": "compressed", "grain": "compressed", "grade": "compressed", "aperture": null, "shutter": null } }, "kling-o3": { "name": "Kling O3", "provider": "fal_ai", "display_name": "Kling O3", "modality": "video", "cost_per_second_standard": 0.112, "cost_per_second_standard_audio_off": 0.084, "cost_per_second_professional": 0.224, "cost_per_second": 0.112, "max_cost_per_shot_usd": 2.0, "api_pattern": "fal_ai_kling", "notes": "Kling O3 Standard via fal.ai. $0.084/sec audio off, $0.112/sec audio on. NOT same as V3 ($0.126). Verified 2026-04-13.", "max_reference_images": 4, "supports_negative_prompt": true, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "safety_filter_words": [ "blood", "bloody", "fight", "fighting", "shoot", "shooting", "blade", "weapon", "weapons", "kill", "killing", "attack", "attacking", "punch", "punching", "stab", "stabbing", "violent", "violence", "gore", "wound", "injury" ] }, "kling-o3-pro": { "name": "Kling O3 Pro (Flora)", "provider": "flora", "display_name": "Kling O3 Pro", "modality": "video", "cost_per_second": 0.21, "max_cost_per_shot_usd": 2.0, "providers": { "flora": { "status": "primary", "tiers": { "standard_720p": { "cost_per_second": 0.21, "verified": "PROVISIONAL", "source": "PROVISIONAL: Flora ~$0.21/s standard_720p (mirrors seeddance-2.0 Flora rate); FLAGGED for first-invoice verification per pricing-verification rule" } } } }, "supports_negative_prompt": true, "notes": "Flora-native Kling O3 omni flagship (t2v/i2v/f2v/r2v-kling-o3). cost_per_second PROVISIONAL ~$0.21/s standard_720p; REQUIRED so the dispatch cost cap can compute spend (missing cost silently becomes 0 — REC-216)." }, "kling-3.0-pro": { "name": "Kling 3.0 Pro (Flora)", "provider": "flora", "display_name": "Kling 3.0 Pro", "modality": "video", "cost_per_second": 0.21, "max_cost_per_shot_usd": 2.0, "providers": { "flora": { "status": "primary", "tiers": { "standard_720p": { "cost_per_second": 0.21, "verified": "PROVISIONAL", "source": "PROVISIONAL: Flora ~$0.21/s standard_720p (mirrors seeddance-2.0 Flora rate); FLAGGED for first-invoice verification per pricing-verification rule" } } } }, "supports_negative_prompt": true, "notes": "Flora-native Kling v3 (t2v-kling-v3-pro / i2v-kling-3-0-pro-turbo-i2v / f2v-kling-v3-pro). cost_per_second PROVISIONAL ~$0.21/s standard_720p; REQUIRED for the dispatch cost cap (missing cost → 0 — REC-216)." }, "kling-2.5-pro": { "name": "Kling 2.5 Pro (Flora)", "provider": "flora", "display_name": "Kling 2.5 Pro", "modality": "video", "cost_per_second": 0.21, "max_cost_per_shot_usd": 2.0, "providers": { "flora": { "status": "primary", "tiers": { "standard_720p": { "cost_per_second": 0.21, "verified": "PROVISIONAL", "source": "PROVISIONAL: Flora ~$0.21/s standard_720p (mirrors seeddance-2.0 Flora rate); FLAGGED for first-invoice verification per pricing-verification rule" } } } }, "supports_negative_prompt": true, "notes": "Flora-native Kling 2.5 (t2v-kling-2.5 / i2v-kling-2.5 / f2v-kling-2.5-pro). cost_per_second PROVISIONAL ~$0.21/s standard_720p; REQUIRED for the dispatch cost cap (missing cost → 0 — REC-216)." }, "veo-3.1-generate-preview": { "name": "Veo 3.1 (API)", "provider": "google", "display_name": "Veo 3.1", "modality": "video", "cost_per_second": 0.4, "cost_per_second_fast_720p": 0.1, "cost_per_second_fast_1080p": 0.12, "cost_per_second_fast_4k": 0.3, "cost_per_second_4k": 0.6, "cost_per_second_lite_720p": 0.05, "cost_per_second_lite_1080p": 0.08, "max_cost_per_shot_usd": 6.0, "alias_of": "veo-3.1", "max_reference_images": 3, "max_duration_seconds": 60, "supports_audio": true, "supports_scene_extension": true, "api_pattern": "genai_inline", "notes": "API model ID alias for veo-3.1. Standard $0.40/sec, Fast $0.15/sec, Lite 720p $0.05/sec, Lite 1080p $0.08/sec. 8s clip = $3.20 standard. Pricing verified 2026-04-13 from Google AI docs.", "supports_negative_prompt": false, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "high", "requires_content_filter_soften_retry": true, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 2, "allowed_reroll_strategies": [ "seed", "prompt_clarification", "soften_language" ], "forbidden_reroll_strategies": [ "style_transfer", "reduce_refs" ], "max_subjects_per_generation": null }, "veo-3.1": { "name": "Veo 3.1", "provider": "google", "display_name": "Veo 3.1", "modality": "video", "coverage_mode_preferences": { "_comment": "Per-pass-type mode selection consumed by coverage_planner via core.model_profiles.get_coverage_mode(). Veo 3.1 has no R2V mode \u2014 character/env passes use I2V (start_frame from previs) or T2V when no frame is available.", "character_pass": "i2v", "env_with_frame": "i2v", "env_without_frame": "t2v" }, "cost_per_second": 0.4, "cost_per_second_fast_720p": 0.1, "cost_per_second_fast_1080p": 0.12, "cost_per_second_fast_4k": 0.3, "cost_per_second_4k": 0.6, "cost_per_second_lite_720p": 0.05, "cost_per_second_lite_1080p": 0.08, "max_cost_per_shot_usd": 6.0, "max_reference_images": 3, "max_duration_seconds": 60, "min_duration_seconds": 4, "supports_audio": true, "supports_scene_extension": true, "api_pattern": "genai_inline", "negative_prompt_default": "morphing, face distortion, warping, duplicate limbs, text overlay, watermark", "safety_filter_words": [ "blood", "fight", "struggle", "shoot", "blade", "weapon", "kill", "attack", "punch", "stab" ], "notes": "Long shots/ENV only. 3-ref limit = character consistency risk. Negative prompt uses bare nouns only (no 'don't'/'no' phrasing).", "supports_negative_prompt": true, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "cinema_token_map": { "body": null, "lens": null, "filtration": "compressed", "stock": "compressed", "grain": "compressed", "grade": "compressed", "aperture": null, "shutter": null } }, "kling-o3-direct": { "name": "Kling O3 Direct", "provider": "kling", "display_name": "Kling O3 Direct (Upload Bundle)", "modality": "video", "cost_per_second": 0.1, "max_cost_per_shot_usd": 2.0, "max_reference_images": 4, "max_duration_seconds": 15, "supports_audio": true, "supports_character_ref": true, "supports_inline_refs": false, "api_pattern": "upload_bundle", "element_cost": 0.01, "element_expiry_days": 30, "element_check_days": 25, "notes": "Kling O3 multi-reference T2V. Upload character refs directly. Recency bias \u2014 hero image last.", "supports_negative_prompt": false, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "safety_filter_words": [ "blood", "bloody", "fight", "fighting", "shoot", "shooting", "blade", "weapon", "weapons", "kill", "killing", "attack", "attacking", "punch", "punching", "stab", "stabbing", "violent", "violence", "gore", "wound", "injury" ] }, "hunyuan-video-1.5": { "name": "HunyuanVideo 1.5", "provider": "tencent", "display_name": "HunyuanVideo 1.5", "modality": "video", "cost_per_second": 0.075, "max_cost_per_shot_usd": 1.5, "max_reference_images": 1, "max_duration_seconds": 10, "supports_audio": false, "supports_start_frame": true, "api_pattern": "fal_ai", "notes": "HunyuanVideo via fal.ai. I2V mode: keyframe as start frame.", "supports_negative_prompt": false, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [] }, "wan-2.7-i2v": { "name": "Wan 2.7 I2V", "provider": "alibaba", "display_name": "Wan 2.7 I2V", "modality": "video", "cost_per_second": 0.1, "max_cost_per_shot_usd": 2.0, "max_duration_seconds": 15, "supports_audio": false, "supports_start_frame": true, "supports_end_frame": true, "supports_negative_prompt": true, "api_pattern": "fal_ai_wan", "max_prompt_chars": 5000, "negative_prompt_max_chars": 500, "negative_prompt_default": "morphing, melting, teleporting, fast cuts, text, watermark", "supported_resolutions": [ "720p", "1080p" ], "supported_aspect_ratios": [ "16:9", "9:16", "1:1" ], "optimal_prompt_length": [ 150, 300 ], "notes": "In Between specialist. Start+end frame interpolation. 2-15s. Disable enable_prompt_expansion in production.", "max_reference_images": 2, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "safety_filter_words": [ "blood", "bloody", "fight", "fighting", "shoot", "shooting", "blade", "weapon", "weapons", "kill", "killing", "attack", "attacking", "punch", "punching", "stab", "stabbing", "violent", "violence", "gore", "wound", "injury" ] }, "wan-2.7-r2v": { "name": "Wan 2.7 R2V", "provider": "alibaba", "display_name": "Wan 2.7 R2V", "modality": "video", "cost_per_second": 0.1, "max_cost_per_shot_usd": 2.0, "max_reference_images": 10, "max_reference_videos": 5, "max_duration_seconds": 10, "supports_multi_shots": true, "supports_negative_prompt": false, "api_pattern": "fal_ai_wan", "supported_aspect_ratios": [ "16:9", "9:16", "1:1", "4:3", "3:4" ], "max_prompt_chars": 5000, "notes": "Ref-to-video. Character refs + optional multi_shots. 2-10s. Model decides camera changes in multi_shots mode. Uses fal_client.subscribe() (blocking), not queue polling.", "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "medium", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "safety_filter_words": [ "blood", "bloody", "fight", "fighting", "shoot", "shooting", "blade", "weapon", "weapons", "kill", "killing", "attack", "attacking", "punch", "punching", "stab", "stabbing", "violent", "violence", "gore", "wound", "injury" ], "cinema_token_map": { "body": "full", "lens": "full", "filtration": "full", "stock": "full", "grain": "full", "grade": "full", "aperture": "full", "shutter": "full" } }, "qwen-ma": { "provider": "fal.ai", "display_name": "Qwen MA", "modality": "image", "endpoint": "fal-ai/qwen-image-edit-2511-multiple-angles", "cost_per_image": 0.035, "cost_per_image_usd": 0.035, "max_cost_per_shot_usd": 0.14, "max_reference_images": 1, "capabilities": [ "multi-angle", "camera-control" ], "api_pattern": "fal_ai", "params": { "horizontal_angle": "0-360 degrees", "vertical_angle": "-30 to 30", "zoom": "0-10" }, "notes": "Multi-angle image editing. Camera-controlled re-rendering of input images at specified angles.", "supports_inline_refs": false, "supports_negative_prompt": false, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "low", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 5, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [] }, "eleven_multilingual_v2": { "provider": "elevenlabs", "modality": "audio_t2a", "supports_streaming": false, "cost_per_1k_chars": 0.3, "default_voice_settings": { "stability": 0.5, "similarity_boost": 0.75, "style": 0.0, "use_speaker_boost": true }, "supported_output_formats": [ "mp3", "wav", "pcm" ], "auth_env_var": "ELEVENLABS_API_KEY", "endpoint": "https://api.elevenlabs.io/v1/text-to-speech/{voice_id}", "verified_at": "2026-04-27", "notes": "ElevenLabs production multilingual TTS. Pricing per 1k chars; verify against current account tier." }, "lipsync-2.0": { "provider": "sync.so", "modality": "lipsync_post", "cost_per_second": 0.07, "supported_output_formats": [ "mp4" ], "auth_env_var": "SYNC_SO_API_KEY", "endpoint_submit": "https://api.sync.so/v2/generate", "endpoint_upload": "https://api.sync.so/v2/upload", "endpoint_poll": "https://api.sync.so/v2/generate/{job_id}", "default_sync_mode": "loop", "verified_at": "2026-04-27", "notes": "sync.so lipsync v2.0. Pricing per second of generated video; verify against current pricing page." }, "gemini-3.1-pro-preview": { "provider": "google", "display_name": "Gemini 3.1 Pro Preview", "modality": "text_multimodal", "context_window": 1000000, "cost_per_1k_input_tokens": 0.002, "cost_per_1k_output_tokens": 0.012, "cost_per_1k_input_tokens_long_context": 0.004, "cost_per_1k_output_tokens_long_context": 0.018, "long_context_threshold_tokens": 200000, "supports_eval": true, "supported_input_mime_types": [ "image/png", "image/jpeg", "image/webp", "video/mp4", "video/webm", "audio/mp3", "audio/wav" ], "api_pattern": "generative_language_v1beta", "auth_env_var": "GEMINI_API_KEY", "verified_at": "2026-04-28", "notes": "Eval primitive (CP-9). Multimodal scoring via PanelOfJudges. Per-1k rates locked per audit \u00a7 12b item 1 (vendor per-1M $2.00/$12.00 standard, $4.00/$18.00 long-context >200K tokens, divided by 1000)." }, "happy-horse-i2v": { "name": "HappyHorse-1.0 I2V", "provider": "alibaba", "display_name": "HappyHorse 1.0 I2V", "modality": "video", "cost_per_second": 0.14, "max_cost_per_shot_usd": 2.0, "max_duration_seconds": 10, "supports_audio": true, "supports_start_frame": true, "supports_end_frame": false, "supports_negative_prompt": false, "api_pattern": "fal_ai_wan", "max_prompt_chars": 5000, "supported_resolutions": [ "720p", "1080p" ], "supported_aspect_ratios": [ "16:9", "9:16", "1:1" ], "optimal_prompt_length": [ 100, 250 ], "notes": "HappyHorse-1.0 I2V (Alibaba). Backup retry tier \u2014 quality below Seedance per 2026-05-07 test. Native audio+video. 720p=$0.14/s, 1080p=$0.28/s. Use 720p.", "max_reference_images": 1, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "unknown", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 3, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "safety_filter_words": [] }, "happy-horse-r2v": { "name": "HappyHorse-1.0 R2V", "provider": "alibaba", "display_name": "HappyHorse 1.0 R2V", "modality": "video", "cost_per_second": 0.14, "max_cost_per_shot_usd": 4.0, "max_duration_seconds": 15, "supports_audio": true, "supports_start_frame": false, "supports_end_frame": false, "supports_negative_prompt": false, "api_pattern": "fal_ai_wan", "max_prompt_chars": 5000, "supported_resolutions": [ "720p", "1080p" ], "supported_aspect_ratios": [ "16:9", "9:16", "1:1" ], "optimal_prompt_length": [ 100, 300 ], "notes": "HappyHorse-1.0 R2V (Alibaba). Backup retry tier. Cuts within clip on multi-shot prompts. Token syntax: character1, character2 (positional, NOT @Image). Up to 9 refs. fal payload uses image_urls (not reference_image_urls).", "max_reference_images": 9, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "unknown", "requires_content_filter_soften_retry": false, "requires_style_anchor_for_long_runs": false, "concurrent_limit": 3, "allowed_reroll_strategies": [ "seed", "prompt_clarification" ], "forbidden_reroll_strategies": [], "safety_filter_words": [] }, "gpt-image-2": { "provider": "openai", "display_name": "GPT Image 2", "modality": "image", "cost_per_image": 0.06, "cost_per_image_field_note": "Legacy field — kept ONLY for model_profiles.get_cost() callers that need a single number (e.g. preflight cost estimators that don't know quality+size). Set to the 1024×1024 medium tariff. The SSOT for gpt-image-2 pricing is _GPT_IMAGE_2_TARIFF_USD in recoil/execution/providers/fal.py (per-(size, quality) table sourced from fal.ai/learn/tools/gpt-image-2-review, verified 2026-05-28). The adapter computes cost_usd from that table — this static field is NEVER consulted on a real gpt-image-2 call.", "cost_model": "tariff_table", "cost_tariff_ssot": "recoil/execution/providers/fal.py::_GPT_IMAGE_2_TARIFF_USD", "quality_enum": ["low", "medium", "high"], "max_cost_per_shot_usd": 1.0, "max_cost_per_shot_usd_note": "Enforced pre-submit by recoil/execution/providers/fal.py::direct_submit_image. Under the 2026-05-28 fal-blog tariff every (size, quality) combination sits under this cap — max single-call cost is $0.41 at 4K high.", "max_reference_images": 16, "multi_ref_supported": true, "_caps_verification_note": "max_reference_images and multi_ref_supported corrected 2026-05-25 per fal.ai docs (openai/gpt-image-2/edit endpoint accepts up to 16 refs). Prior values (1, false) were defensive caps from the 2026-05-19 wire build, factually wrong. See consultations/recoil/gpt-image-2-seedance-2-best-practices-2026-05-25/SYNTHESIS.md.", "supports_transparent_bg": false, "supported_aspect_ratios": ["1:1", "9:16", "16:9"], "supported_sizes": ["1024x1024", "1024x1536", "1536x1024", "1024x768", "1920x1080", "2560x1440", "3840x2160"], "supported_sizes_note": "First 3 are the fal-preset aspect-ratio map. Additional sizes (incl. 4K) are reachable via payload.hints.size_override; see adapter for full API constraints (≤3840 edge, ≤8.29 MP, multiples of 16, ≤3:1 AR).", "supports_inline_refs": false, "supports_negative_prompt": false, "api_pattern": "fal_ai_gpt_image_2", "base_endpoint": "fal-ai/gpt-image-2", "avg_generation_time_s": 15, "prompt_emphasis_syntax": "natural_language", "content_filter_sensitivity": "high", "requires_content_filter_soften_retry": true, "requires_style_anchor_for_long_runs": true, "concurrent_limit": 3, "allowed_reroll_strategies": ["seed", "prompt_clarification", "soften_language", "reduce_refs"], "forbidden_reroll_strategies": ["style_transfer", "prompt_append", "prompt_rewrite", "negative_prompt_injection"], "_behavioral_fields_note": "Added 2026-06-13 (REC-156). Mirrors gemini-3-pro-image-preview — the sibling image model with the same content_filter_sensitivity=high. negative_prompt_injection is forbidden because supports_negative_prompt=false; soften_retry=true reflects OpenAI's aggressive content filter (via fal).", "notes": "Text rendering specialist. Multi-ref edit via /edit endpoint (up to 16 refs). No transparent bg. Pricing is per-(size, quality) — see cost_tariff_ssot for the canonical table." } }