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adjust and refactor together models costs (#2811)
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Browse Source 
* adjust, refactor together costs

* aliases follow rule
This commit is contained in:
Shruc
2026-04-18 00:28:26 +03:00
committed by GitHub
parent f6c1991068
commit eaad07e002
5 changed files with 241 additions and 120 deletions
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src/backend/src/services/MeteringService/costMaps/togetherCostMap.ts
+10 -9
View File
@@ -16,28 +16,28 @@ export const TOGETHER_COST_MAP = {
'together-image:Qwen/Qwen-Image': 0.0058 * 100_000_000,
'together-image:RunDiffusion/Juggernaut-pro-flux': 0.0049 * 100_000_000,
'together-image:Rundiffusion/Juggernaut-Lightning-Flux': 0.0017 * 100_000_000,
'together-image:black-forest-labs/FLUX.1-Canny-pro': 0.05 * 100_000_000,
'together-image:black-forest-labs/FLUX.1-dev': 0.025 * 100_000_000,
'together-image:black-forest-labs/FLUX.1-dev-lora': 0.025 * 100_000_000,
'together-image:black-forest-labs/FLUX.1-kontext-dev': 0.025 * 100_000_000,
'together-image:black-forest-labs/FLUX.1-kontext-max': 0.08 * 100_000_000,
'together-image:black-forest-labs/FLUX.1-kontext-pro': 0.04 * 100_000_000,
'together-image:black-forest-labs/FLUX.1-krea-dev': 0.025 * 100_000_000,
'together-image:black-forest-labs/FLUX.1-pro': 0.05 * 100_000_000,
'together-image:black-forest-labs/FLUX.1-schnell': 0.0027 * 100_000_000,
'together-image:black-forest-labs/FLUX.1.1-pro': 0.05 * 100_000_000,
'together-image:black-forest-labs/FLUX.1.1-pro': 0.04 * 100_000_000,
'together-image:black-forest-labs/FLUX.2-pro': 0.03 * 100_000_000,
'together-image:black-forest-labs/FLUX.2-flex': 0.03 * 100_000_000,
'together-image:black-forest-labs/FLUX.2-dev': 0.0154 * 100_000_000,
'together-image:black-forest-labs/FLUX.2-max': 0.07 * 100_000_000,
'together-image:google/flash-image-2.5': 0.039 * 100_000_000,
'together-image:google/flash-image-3.1': 0.067 * 100_000_000,
'together-image:google/gemini-3-pro-image': 0.134 * 100_000_000,
'together-image:google/imagen-4.0-fast': 0.02 * 100_000_000,
'together-image:google/imagen-4.0-preview': 0.04 * 100_000_000,
'together-image:google/imagen-4.0-ultra': 0.06 * 100_000_000,
'together-image:ideogram/ideogram-3.0': 0.06 * 100_000_000,
'together-image:openai/gpt-image-1.5': 0.034 * 100_000_000,
'together-image:Qwen/Qwen-Image-2.0': 0.04 * 100_000_000,
'together-image:Qwen/Qwen-Image-2.0-Pro': 0.08 * 100_000_000,
'together-image:Wan-AI/Wan2.6-image': 0.03 * 100_000_000,
'together-image:stabilityai/stable-diffusion-3-medium': 0.0019 * 100_000_000,
'together-image:stabilityai/stable-diffusion-xl-base-1.0': 0.0045 * 100_000_000,
'together-image:stabilityai/stable-diffusion-xl-base-1.0': 0.0019 * 100_000_000,
// Video generation placeholder (per-video pricing). Update with real pricing when available.
'together-video:default': 0,
@@ -45,6 +45,7 @@ export const TOGETHER_COST_MAP = {
'together-video:ByteDance/Seedance-1.0-pro': 0.57 * 100_000_000,
'together-video:Wan-AI/Wan2.2-I2V-A14B': 0.31 * 100_000_000,
'together-video:Wan-AI/Wan2.2-T2V-A14B': 0.66 * 100_000_000,
'together-video:Wan-AI/wan2.7-t2v': 0.10 * 100_000_000,
'together-video:google/veo-2.0': 2.50 * 100_000_000,
'together-video:google/veo-3.0': 1.60 * 100_000_000,
'together-video:google/veo-3.0-audio': 3.20 * 100_000_000,
@@ -56,10 +57,10 @@ export const TOGETHER_COST_MAP = {
'together-video:kwaivgI/kling-2.1-master': 0.92 * 100_000_000,
'together-video:kwaivgI/kling-2.1-pro': 0.32 * 100_000_000,
'together-video:kwaivgI/kling-2.1-standard': 0.18 * 100_000_000,
'together-video:minimax/hailuo-02': 0.56 * 100_000_000,
'together-video:minimax/hailuo-02': 0.49 * 100_000_000,
'together-video:minimax/video-01-director': 0.28 * 100_000_000,
'together-video:openai/sora-2': 0.80 * 100_000_000,
'together-video:openai/sora-2-pro': 4.00 * 100_000_000,
'together-video:openai/sora-2-pro': 3.00 * 100_000_000,
'together-video:pixverse/pixverse-v5': 0.30 * 100_000_000,
'together-video:vidu/vidu-2.0': 0.28 * 100_000_000,
'together-video:vidu/vidu-q1': 0.22 * 100_000_000,
src/backend/src/services/ai/image/providers/TogetherImageGenerationProvider/TogetherImageGenerationProvider.ts
+29 -17
View File
@@ -24,14 +24,13 @@ import { Context } from '../../../../../util/context.js';
import { EventService } from '../../../../EventService.js';
import { MeteringService } from '../../../../MeteringService/MeteringService.js';
import { IGenerateParams, IImageModel, IImageProvider } from '../types.js';
import { TOGETHER_IMAGE_GENERATION_MODELS, GEMINI_3_IMAGE_RESOLUTION_MAP } from './models.js';
import { TOGETHER_IMAGE_GENERATION_MODELS } from './models.js';
const TOGETHER_DEFAULT_RATIO = { w: 1024, h: 1024 };
type TogetherGenerateParams = IGenerateParams & {
steps?: number;
seed?: number;
negative_prompt?: string;
n?: number;
image_url?: string;
image_base64?: string;
mask_image_url?: string;
@@ -101,28 +100,43 @@ export class TogetherImageGenerationProvider implements IImageProvider {
throw new Error('actor not found in context');
}
const isGemini3 = selectedModel.id === 'togetherai:google/gemini-3-pro-image';
const pricingUnit = selectedModel.pricing_unit ?? 'per-MP';
let costInMicroCents: number;
let usageAmount: number;
const qualityCostKey = isGemini3 && quality && selectedModel.costs[quality] !== undefined ? quality : undefined;
let usageKey: string;
if ( qualityCostKey ) {
const centsPerImage = selectedModel.costs[qualityCostKey];
if ( pricingUnit === 'per-image' ) {
const centsPerImage = selectedModel.costs['per-image'];
if ( centsPerImage === undefined ) {
throw new Error(`Model ${selectedModel.id} missing 'per-image' cost`);
}
costInMicroCents = centsPerImage * 1_000_000;
usageAmount = 1;
usageKey = 'per-image';
} else if ( pricingUnit === 'per-tier' ) {
const tierKey = quality && selectedModel.costs[quality] !== undefined
? quality
: Object.keys(selectedModel.costs)[0];
const centsPerImage = selectedModel.costs[tierKey];
if ( centsPerImage === undefined ) {
throw new Error(`Model ${selectedModel.id} missing tier cost`);
}
costInMicroCents = centsPerImage * 1_000_000;
usageAmount = 1;
usageKey = tierKey;
} else {
const priceKey = '1MP';
const centsPerMP = selectedModel.costs[priceKey];
const centsPerMP = selectedModel.costs['1MP'];
if ( centsPerMP === undefined ) {
throw new Error(`No pricing configured for model ${selectedModel.id}`);
throw new Error(`Model ${selectedModel.id} missing '1MP' cost`);
}
const MP = (ratio.h * ratio.w) / 1_000_000;
costInMicroCents = centsPerMP * MP * 1_000_000;
usageAmount = MP;
usageKey = '1MP';
}
const usageType = `${selectedModel.id}:${quality || '1MP'}`;
const usageType = `${selectedModel.id}:${usageKey}`;
const usageAllowed = await this.#meteringService.hasEnoughCredits(actor, costInMicroCents);
@@ -130,11 +144,12 @@ export class TogetherImageGenerationProvider implements IImageProvider {
throw APIError.create('insufficient_funds');
}
// Resolve abstract aspect ratios to actual pixel dimensions for Gemini 3 Pro
// Resolve abstract aspect ratios (e.g. 1:1, 16:9) to concrete pixel
// dimensions via the model's own resolution_map.
let resolvedRatio = ratio;
if ( isGemini3 && quality ) {
if ( pricingUnit === 'per-tier' && quality && selectedModel.resolution_map ) {
const ratioKey = `${ratio.w}:${ratio.h}`;
const resolutionEntry = GEMINI_3_IMAGE_RESOLUTION_MAP[ratioKey]?.[quality];
const resolutionEntry = selectedModel.resolution_map[ratioKey]?.[quality];
if ( resolutionEntry ) {
resolvedRatio = resolutionEntry;
}
@@ -174,7 +189,6 @@ export class TogetherImageGenerationProvider implements IImageProvider {
steps,
seed,
negative_prompt,
n,
image_url,
image_base64,
mask_image_url,
@@ -188,6 +202,7 @@ export class TogetherImageGenerationProvider implements IImageProvider {
const request: Record<string, unknown> = {
prompt,
model: model ?? DEFAULT_MODEL,
n: 1,
};
const requiresConditionImage = this.#modelRequiresConditionImage(request.model as string);
@@ -206,9 +221,6 @@ export class TogetherImageGenerationProvider implements IImageProvider {
}
if ( typeof seed === 'number' && Number.isFinite(seed) ) request.seed = Math.round(seed);
if ( typeof negative_prompt === 'string' ) request.negative_prompt = negative_prompt;
if ( typeof n === 'number' && Number.isFinite(n) ) {
request.n = Math.max(1, Math.min(4, Math.round(n)));
}
if ( disable_safety_checker ) {
request.disable_safety_checker = true;
}
src/backend/src/services/ai/image/providers/TogetherImageGenerationProvider/models.ts
+168 -92
View File
@@ -19,201 +19,254 @@
import { IImageModel } from '../types';
type ResolutionMap = Record<string, Record<string, { w: number; h: number }>>;
export const GEMINI_3_IMAGE_RESOLUTION_MAP: ResolutionMap = {
'1:1': { '1K': { w: 1024, h: 1024 }, '2K': { w: 2048, h: 2048 }, '4K': { w: 4096, h: 4096 } },
'2:3': { '1K': { w: 848, h: 1264 }, '2K': { w: 1696, h: 2528 }, '4K': { w: 3392, h: 5096 } },
'3:2': { '1K': { w: 1264, h: 848 }, '2K': { w: 2528, h: 1696 }, '4K': { w: 5096, h: 3392 } },
'3:4': { '1K': { w: 896, h: 1200 }, '2K': { w: 1792, h: 2400 }, '4K': { w: 3584, h: 4800 } },
'4:3': { '1K': { w: 1200, h: 896 }, '2K': { w: 2400, h: 1792 }, '4K': { w: 4800, h: 3584 } },
'4:5': { '1K': { w: 928, h: 1152 }, '2K': { w: 1856, h: 2304 }, '4K': { w: 3712, h: 4608 } },
'5:4': { '1K': { w: 1152, h: 928 }, '2K': { w: 2304, h: 1856 }, '4K': { w: 4608, h: 3712 } },
'9:16': { '1K': { w: 768, h: 1376 }, '2K': { w: 1536, h: 2752 }, '4K': { w: 3072, h: 5504 } },
'16:9': { '1K': { w: 1376, h: 768 }, '2K': { w: 2752, h: 1536 }, '4K': { w: 5504, h: 3072 } },
'21:9': { '1K': { w: 1584, h: 672 }, '2K': { w: 3168, h: 1344 }, '4K': { w: 6336, h: 2688 } },
};
export const FLASH_IMAGE_3_1_RESOLUTION_MAP: ResolutionMap = {
'1:1': { '0.5K': { w: 512, h: 512 }, '1K': { w: 1024, h: 1024 }, '2K': { w: 2048, h: 2048 }, '4K': { w: 4096, h: 4096 } },
'1:4': { '0.5K': { w: 256, h: 1024 }, '1K': { w: 512, h: 2048 }, '2K': { w: 1024, h: 4096 }, '4K': { w: 2048, h: 8192 } },
'1:8': { '0.5K': { w: 192, h: 1536 }, '1K': { w: 384, h: 3072 }, '2K': { w: 768, h: 6144 }, '4K': { w: 1536, h: 12288 } },
'2:3': { '0.5K': { w: 424, h: 632 }, '1K': { w: 848, h: 1264 }, '2K': { w: 1696, h: 2528 }, '4K': { w: 3392, h: 5056 } },
'3:2': { '0.5K': { w: 632, h: 424 }, '1K': { w: 1264, h: 848 }, '2K': { w: 2528, h: 1696 }, '4K': { w: 5056, h: 3392 } },
'3:4': { '0.5K': { w: 448, h: 600 }, '1K': { w: 896, h: 1200 }, '2K': { w: 1792, h: 2400 }, '4K': { w: 3584, h: 4800 } },
'4:1': { '0.5K': { w: 1024, h: 256 }, '1K': { w: 2048, h: 512 }, '2K': { w: 4096, h: 1024 }, '4K': { w: 8192, h: 2048 } },
'4:3': { '0.5K': { w: 600, h: 448 }, '1K': { w: 1200, h: 896 }, '2K': { w: 2400, h: 1792 }, '4K': { w: 4800, h: 3584 } },
'4:5': { '0.5K': { w: 464, h: 576 }, '1K': { w: 928, h: 1152 }, '2K': { w: 1856, h: 2304 }, '4K': { w: 3712, h: 4608 } },
'5:4': { '0.5K': { w: 576, h: 464 }, '1K': { w: 1152, h: 928 }, '2K': { w: 2304, h: 1856 }, '4K': { w: 4608, h: 3712 } },
'8:1': { '0.5K': { w: 1536, h: 192 }, '1K': { w: 3072, h: 384 }, '2K': { w: 6144, h: 768 }, '4K': { w: 12288, h: 1536 } },
'9:16': { '0.5K': { w: 384, h: 688 }, '1K': { w: 768, h: 1376 }, '2K': { w: 1536, h: 2752 }, '4K': { w: 3072, h: 5504 } },
'16:9': { '0.5K': { w: 688, h: 384 }, '1K': { w: 1376, h: 768 }, '2K': { w: 2752, h: 1536 }, '4K': { w: 5504, h: 3072 } },
'21:9': { '0.5K': { w: 792, h: 168 }, '1K': { w: 1584, h: 672 }, '2K': { w: 3168, h: 1344 }, '4K': { w: 6336, h: 2688 } },
};
export const TOGETHER_IMAGE_GENERATION_MODELS: IImageModel[] = [
{
id: 'togetherai:ByteDance-Seed/Seedream-3.0',
aliases: ['ByteDance-Seed/Seedream-3.0'],
aliases: ['ByteDance-Seed/Seedream-3.0', 'Seedream-3.0'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'ByteDance-Seed/Seedream-3.0',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 1.8 },
},
{
id: 'togetherai:ByteDance-Seed/Seedream-4.0',
aliases: ['ByteDance-Seed/Seedream-4.0'],
aliases: ['ByteDance-Seed/Seedream-4.0', 'Seedream-4.0'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'ByteDance-Seed/Seedream-4.0',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 3 },
},
{
id: 'togetherai:HiDream-ai/HiDream-I1-Dev',
aliases: ['HiDream-ai/HiDream-I1-Dev'],
aliases: ['HiDream-ai/HiDream-I1-Dev', 'HiDream-I1-Dev'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'HiDream-ai/HiDream-I1-Dev',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.45 },
},
{
id: 'togetherai:HiDream-ai/HiDream-I1-Fast',
aliases: ['HiDream-ai/HiDream-I1-Fast'],
aliases: ['HiDream-ai/HiDream-I1-Fast', 'HiDream-I1-Fast'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'HiDream-ai/HiDream-I1-Fast',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.32 },
},
{
id: 'togetherai:HiDream-ai/HiDream-I1-Full',
aliases: ['HiDream-ai/HiDream-I1-Full'],
aliases: ['HiDream-ai/HiDream-I1-Full', 'HiDream-I1-Full'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'HiDream-ai/HiDream-I1-Full',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.9 },
},
{
id: 'togetherai:Lykon/DreamShaper',
aliases: ['Lykon/DreamShaper'],
aliases: ['Lykon/DreamShaper', 'DreamShaper'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'Lykon/DreamShaper',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.06 },
},
{
id: 'togetherai:Qwen/Qwen-Image',
aliases: ['Qwen/Qwen-Image'],
aliases: ['Qwen/Qwen-Image', 'Qwen-Image'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'Qwen/Qwen-Image',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.58 },
},
{
id: 'togetherai:Qwen/Qwen-Image-2.0',
aliases: ['Qwen/Qwen-Image-2.0', 'Qwen-Image-2.0'],
costs_currency: 'usd-cents',
index_cost_key: 'per-image',
name: 'Qwen/Qwen-Image-2.0',
allowedQualityLevels: [''],
pricing_unit: 'per-image',
costs: { 'per-image': 4 },
},
{
id: 'togetherai:Qwen/Qwen-Image-2.0-Pro',
aliases: ['Qwen/Qwen-Image-2.0-Pro', 'Qwen-Image-2.0-Pro'],
costs_currency: 'usd-cents',
index_cost_key: 'per-image',
name: 'Qwen/Qwen-Image-2.0-Pro',
allowedQualityLevels: [''],
pricing_unit: 'per-image',
costs: { 'per-image': 8 },
},
{
id: 'togetherai:RunDiffusion/Juggernaut-pro-flux',
aliases: ['RunDiffusion/Juggernaut-pro-flux'],
aliases: ['RunDiffusion/Juggernaut-pro-flux', 'Juggernaut-pro-flux'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'RunDiffusion/Juggernaut-pro-flux',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.49 },
},
{
id: 'togetherai:Rundiffusion/Juggernaut-Lightning-Flux',
aliases: ['Rundiffusion/Juggernaut-Lightning-Flux'],
aliases: ['Rundiffusion/Juggernaut-Lightning-Flux', 'Juggernaut-Lightning-Flux'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'Rundiffusion/Juggernaut-Lightning-Flux',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.17 },
},
{
id: 'togetherai:black-forest-labs/FLUX.1-dev',
aliases: ['black-forest-labs/FLUX.1-dev'],
id: 'togetherai:Wan-AI/Wan2.6-image',
aliases: ['Wan-AI/Wan2.6-image', 'Wan2.6-image'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.1-dev',
index_cost_key: 'per-image',
name: 'Wan-AI/Wan2.6-image',
allowedQualityLevels: [''],
costs: { '1MP': 2.5 },
},
{
id: 'togetherai:black-forest-labs/FLUX.1-dev-lora',
aliases: ['black-forest-labs/FLUX.1-dev-lora'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.1-dev-lora',
allowedQualityLevels: [''],
costs: { '1MP': 2.5 },
},
{
id: 'togetherai:black-forest-labs/FLUX.1-kontext-dev',
aliases: ['black-forest-labs/FLUX.1-kontext-dev'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.1-kontext-dev',
allowedQualityLevels: [''],
costs: { '1MP': 2.5 },
pricing_unit: 'per-image',
costs: { 'per-image': 3 },
},
{
id: 'togetherai:black-forest-labs/FLUX.1-kontext-max',
aliases: ['black-forest-labs/FLUX.1-kontext-max'],
aliases: ['black-forest-labs/FLUX.1-kontext-max', 'FLUX.1-kontext-max'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.1-kontext-max',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 8 },
},
{
id: 'togetherai:black-forest-labs/FLUX.1-kontext-pro',
aliases: ['black-forest-labs/FLUX.1-kontext-pro'],
aliases: ['black-forest-labs/FLUX.1-kontext-pro', 'FLUX.1-kontext-pro'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.1-kontext-pro',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 4 },
},
{
id: 'togetherai:black-forest-labs/FLUX.1-krea-dev',
aliases: ['black-forest-labs/FLUX.1-krea-dev'],
aliases: ['black-forest-labs/FLUX.1-krea-dev', 'FLUX.1-krea-dev'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.1-krea-dev',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 2.5 },
},
{
id: 'togetherai:black-forest-labs/FLUX.1-pro',
aliases: ['black-forest-labs/FLUX.1-pro'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.1-pro',
allowedQualityLevels: [''],
costs: { '1MP': 5 },
},
{
id: 'togetherai:black-forest-labs/FLUX.1-schnell',
aliases: ['black-forest-labs/FLUX.1-schnell'],
aliases: ['black-forest-labs/FLUX.1-schnell', 'FLUX.1-schnell'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.1-schnell',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.27 },
},
{
id: 'togetherai:black-forest-labs/FLUX.1.1-pro',
aliases: ['black-forest-labs/FLUX.1.1-pro'],
aliases: ['black-forest-labs/FLUX.1.1-pro', 'FLUX.1.1-pro'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.1.1-pro',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 4 },
},
{
id: 'togetherai:black-forest-labs/FLUX.2-pro',
aliases: ['black-forest-labs/FLUX.2-pro'],
id: 'togetherai:black-forest-labs/FLUX.2-dev',
aliases: ['black-forest-labs/FLUX.2-dev', 'FLUX.2-dev'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.2-pro',
index_cost_key: 'per-image',
name: 'black-forest-labs/FLUX.2-dev',
allowedQualityLevels: [''],
costs: { '1MP': 3 },
pricing_unit: 'per-image',
costs: { 'per-image': 1.54 },
},
{
id: 'togetherai:black-forest-labs/FLUX.2-flex',
aliases: ['black-forest-labs/FLUX.2-flex'],
aliases: ['black-forest-labs/FLUX.2-flex', 'FLUX.2-flex'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
index_cost_key: 'per-image',
name: 'black-forest-labs/FLUX.2-flex',
allowedQualityLevels: [''],
costs: { '1MP': 3 },
pricing_unit: 'per-image',
costs: { 'per-image': 3 },
},
{
id: 'togetherai:black-forest-labs/FLUX.2-dev',
aliases: ['black-forest-labs/FLUX.2-dev'],
id: 'togetherai:black-forest-labs/FLUX.2-max',
aliases: ['black-forest-labs/FLUX.2-max', 'FLUX.2-max'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.2-dev',
name: 'black-forest-labs/FLUX.2-max',
allowedQualityLevels: [''],
costs: { '1MP': 3 },
pricing_unit: 'per-MP',
costs: { '1MP': 7 },
},
{
id: 'togetherai:black-forest-labs/FLUX.2-pro',
aliases: ['black-forest-labs/FLUX.2-pro', 'FLUX.2-pro'],
costs_currency: 'usd-cents',
index_cost_key: 'per-image',
name: 'black-forest-labs/FLUX.2-pro',
allowedQualityLevels: [''],
pricing_unit: 'per-image',
costs: { 'per-image': 3 },
},
{
id: 'togetherai:google/flash-image-2.5',
aliases: ['google/flash-image-2.5'],
aliases: ['google/flash-image-2.5', 'flash-image-2.5'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
index_cost_key: 'per-image',
name: 'google/flash-image-2.5',
allowedQualityLevels: ['1K'],
allowedRatios: [
@@ -228,9 +281,36 @@ export const TOGETHER_IMAGE_GENERATION_MODELS: IImageModel[] = [
{ w: 1344, h: 768 },
{ w: 1536, h: 672 },
{ w: 672, h: 1536 },
],
costs: { '1MP': 3.91 },
pricing_unit: 'per-image',
costs: { 'per-image': 3.9 },
},
{
id: 'togetherai:google/flash-image-3.1',
aliases: ['google/flash-image-3.1', 'flash-image-3.1', 'nano-banana-2'],
name: 'google/flash-image-3.1',
costs_currency: 'usd-cents',
index_cost_key: '1K',
allowedQualityLevels: ['0.5K', '1K', '2K', '4K'],
allowedRatios: [
{ w: 1, h: 1 },
{ w: 2, h: 3 },
{ w: 3, h: 2 },
{ w: 3, h: 4 },
{ w: 4, h: 3 },
{ w: 4, h: 5 },
{ w: 5, h: 4 },
{ w: 9, h: 16 },
{ w: 16, h: 9 },
{ w: 21, h: 9 },
{ w: 1, h: 4 },
{ w: 4, h: 1 },
{ w: 1, h: 8 },
{ w: 8, h: 1 },
],
pricing_unit: 'per-tier',
costs: { '0.5K': 4.5, '1K': 6.7, '2K': 10.1, '4K': 15.1 },
resolution_map: FLASH_IMAGE_3_1_RESOLUTION_MAP,
},
{
id: 'togetherai:google/gemini-3-pro-image',
@@ -251,82 +331,78 @@ export const TOGETHER_IMAGE_GENERATION_MODELS: IImageModel[] = [
{ w: 16, h: 9 },
{ w: 21, h: 9 },
],
pricing_unit: 'per-tier',
costs: { '1K': 13.4, '2K': 13.4, '4K': 24 },
resolution_map: GEMINI_3_IMAGE_RESOLUTION_MAP,
},
{
id: 'togetherai:google/imagen-4.0-fast',
aliases: ['google/imagen-4.0-fast'],
aliases: ['google/imagen-4.0-fast', 'imagen-4.0-fast'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'google/imagen-4.0-fast',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 2 },
},
{
id: 'togetherai:google/imagen-4.0-preview',
aliases: ['google/imagen-4.0-preview'],
aliases: ['google/imagen-4.0-preview', 'imagen-4.0-preview'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'google/imagen-4.0-preview',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 4 },
},
{
id: 'togetherai:google/imagen-4.0-ultra',
aliases: ['google/imagen-4.0-ultra'],
aliases: ['google/imagen-4.0-ultra', 'imagen-4.0-ultra'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'google/imagen-4.0-ultra',
allowedQualityLevels: [''],
costs: { '1MP': 6.02 },
pricing_unit: 'per-MP',
costs: { '1MP': 6 },
},
{
id: 'togetherai:ideogram/ideogram-3.0',
aliases: ['ideogram/ideogram-3.0'],
aliases: ['ideogram/ideogram-3.0', 'ideogram-3.0'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'ideogram/ideogram-3.0',
allowedQualityLevels: [''],
costs: { '1MP': 6.02 },
pricing_unit: 'per-MP',
costs: { '1MP': 6 },
},
{
id: 'togetherai:openai/gpt-image-1.5',
aliases: ['openai/gpt-image-1.5', 'gpt-image-1.5'],
costs_currency: 'usd-cents',
index_cost_key: 'per-image',
name: 'openai/gpt-image-1.5',
allowedQualityLevels: [''],
pricing_unit: 'per-image',
costs: { 'per-image': 3.4 },
},
{
id: 'togetherai:stabilityai/stable-diffusion-3-medium',
aliases: ['stabilityai/stable-diffusion-3-medium'],
aliases: ['stabilityai/stable-diffusion-3-medium', 'stable-diffusion-3-medium'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'stabilityai/stable-diffusion-3-medium',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.19 },
},
{
id: 'togetherai:stabilityai/stable-diffusion-xl-base-1.0',
aliases: ['stabilityai/stable-diffusion-xl-base-1.0'],
aliases: ['stabilityai/stable-diffusion-xl-base-1.0', 'stable-diffusion-xl-base-1.0'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'stabilityai/stable-diffusion-xl-base-1.0',
allowedQualityLevels: [''],
pricing_unit: 'per-MP',
costs: { '1MP': 0.19 },
},
{
id: 'togetherai:black-forest-labs/FLUX.2-max',
aliases: ['black-forest-labs/FLUX.2-max', 'FLUX.2-max'],
costs_currency: 'usd-cents',
index_cost_key: '1MP',
name: 'black-forest-labs/FLUX.2-max',
allowedQualityLevels: [''],
costs: { '1MP': 7 },
},
];
export const GEMINI_3_IMAGE_RESOLUTION_MAP: Record<string, Record<string, { w: number; h: number }>> = {
'1:1': { '1K': { w: 1024, h: 1024 }, '2K': { w: 2048, h: 2048 }, '4K': { w: 4096, h: 4096 } },
'2:3': { '1K': { w: 848, h: 1264 }, '2K': { w: 1696, h: 2528 }, '4K': { w: 3392, h: 5096 } },
'3:2': { '1K': { w: 1264, h: 848 }, '2K': { w: 2528, h: 1696 }, '4K': { w: 5096, h: 3392 } },
'3:4': { '1K': { w: 896, h: 1200 }, '2K': { w: 1792, h: 2400 }, '4K': { w: 3584, h: 4800 } },
'4:3': { '1K': { w: 1200, h: 896 }, '2K': { w: 2400, h: 1792 }, '4K': { w: 4800, h: 3584 } },
'4:5': { '1K': { w: 928, h: 1152 }, '2K': { w: 1856, h: 2304 }, '4K': { w: 3712, h: 4608 } },
'5:4': { '1K': { w: 1152, h: 928 }, '2K': { w: 2304, h: 1856 }, '4K': { w: 4608, h: 3712 } },
'9:16': { '1K': { w: 768, h: 1376 }, '2K': { w: 1536, h: 2752 }, '4K': { w: 3072, h: 5504 } },
'16:9': { '1K': { w: 1376, h: 768 }, '2K': { w: 2752, h: 1536 }, '4K': { w: 5504, h: 3072 } },
'21:9': { '1K': { w: 1584, h: 672 }, '2K': { w: 3168, h: 1344 }, '4K': { w: 6336, h: 2688 } },
};
src/backend/src/services/ai/image/providers/types.ts
+16
View File
@@ -1,3 +1,5 @@
export type ImagePricingUnit = 'per-image' | 'per-MP' | 'per-tier';
export interface IImageModel {
id: string;
name: string;
@@ -10,6 +12,20 @@ export interface IImageModel {
index_cost_key?: string;
index_input_cost_key?: string;
costs: Record<string, number>;
/**
* How `costs` should be interpreted:
* - 'per-image': flat cost per generated image (key: 'per-image')
* - 'per-MP': cost scales with width*height/1e6 (key: '1MP')
* - 'per-tier': cost is picked by `quality` (keys: e.g. '1K','2K','4K')
* Defaults to 'per-MP' when unset (legacy behavior).
*/
pricing_unit?: ImagePricingUnit;
/**
* For per-tier models: resolves an abstract aspect ratio (keyed `{w}:{h}`)
* + quality tier (e.g. '1K'/'2K'/'4K') to concrete pixel dimensions sent
* to the provider. Only consulted when `pricing_unit === 'per-tier'`.
*/
resolution_map?: Record<string, Record<string, { w: number; h: number }>>;
allowedQualityLevels?: string[];
allowedRatios?: { w: number, h: number }[];
}
src/backend/src/services/ai/video/providers/TogetherVideoGenerationProvider/models.ts
+18 -2
View File
@@ -54,7 +54,7 @@ export const TOGETHER_VIDEO_GENERATION_MODELS: ITogetherVideoModel[] = [
name: 'MiniMax Hailuo 02',
model: 'minimax/hailuo-02',
costs_currency: 'usd-cents',
costs: { 'per-video': 56 },
costs: { 'per-video': 49 },
output_cost_key: 'per-video',
durationSeconds: [10],
dimensions: ['1366x768', '1920x1080'],
@@ -362,6 +362,22 @@ export const TOGETHER_VIDEO_GENERATION_MODELS: ITogetherVideoModel[] = [
promptLength: null,
promptSupported: null,
},
{
id: 'togetherai:Wan-AI/wan2.7-t2v',
puterId: 'togetherai:wan-ai/wan2.7-t2v',
organization: 'Wan-AI',
name: 'Wan 2.7 T2V',
model: 'Wan-AI/wan2.7-t2v',
costs_currency: 'usd-cents',
costs: { 'per-video': 10 },
output_cost_key: 'per-video',
durationSeconds: null,
dimensions: null,
fps: null,
keyframes: null,
promptLength: null,
promptSupported: null,
},
{
id: 'togetherai:vidu/vidu-2.0',
puterId: 'togetherai:vidu/vidu-2.0',
@@ -427,7 +443,7 @@ export const TOGETHER_VIDEO_GENERATION_MODELS: ITogetherVideoModel[] = [
name: 'Sora 2 Pro',
model: 'openai/sora-2-pro',
costs_currency: 'usd-cents',
costs: { 'per-video': 400 },
costs: { 'per-video': 300 },
output_cost_key: 'per-video',
durationSeconds: [8],
dimensions: ['1280x720', '720x1280'],