Models Catalog

Complete reference of all AI models available through the FOTOhub API. The platform provides access to 90+ models from 12+ providers covering image generation, video creation, chat/LLM (42 models), music, audio, document intelligence, and visual analysis.

List Models

Retrieve the full catalog of available models or filter by category.

Endpoint

GET /v1/models

Query Parameters

Parameter	Type	Description
category	string	Filter by category: image, video, 3d, chat, audio, analysis
status	string	Filter by status: active, deprecated, beta
provider	string	Filter by provider: anthropic, openai, google, microsoft, deepseek, qwen, mistral, nvidia, moonshot, amazon, minimax, zai, xai, byteplus, bfl, kling

Response Format

{
  "models": [
    {
      "id": "imagen-4-standard",
      "name": "Imagen 4 Standard",
      "provider": "google",
      "category": "image",
      "status": "active",
      "pricing": {
        "price_pln": 0.45,
        "credits": 3,
        "unit": "per image",
        "billing_type": "fixed"
      },
      "capabilities": {
        "max_resolution": "2048x2048",
        "supports_negative_prompt": true,
        "supports_img2img": false
      },
      "created_at": "2025-03-15T00:00:00Z"
    }
  ],
  "total": 57,
  "category_counts": {
    "image": 25,
    "video": 7,
    "3d": 5,
    "chat": 15,
    "audio": 6,
    "analysis": 4
  }
}

Code Example

# List all active models
curl -X GET "https://apis.fotohub.app/v1/models?status=active" \
  -H "Authorization: Bearer fh_live_your_api_key"

# List only image generation models
curl -X GET "https://apis.fotohub.app/v1/models?category=image" \
  -H "Authorization: Bearer fh_live_your_api_key"

# Filter by provider
curl -X GET "https://apis.fotohub.app/v1/models?provider=google" \
  -H "Authorization: Bearer fh_live_your_api_key"

const response = await fetch('https://apis.fotohub.app/v1/models?category=image', {
  headers: {
    'Authorization': 'Bearer fh_live_your_api_key'
  }
});

const { models } = await response.json();

// Find cheapest model
const cheapest = models.sort((a, b) => a.pricing.price_pln - b.pricing.price_pln)[0];
console.log(`Cheapest: ${cheapest.name} at ${cheapest.pricing.price_pln} PLN`);

---

Pricing Notes

All pricing is shown in PLN (Polish Zloty). Credits are deducted from your monthly plan allowance; wallet charges apply when credits are exhausted.

• Prices marked with * are token-based estimates for a standard 1024x1024 generation (~4096 tokens). Actual cost depends on output resolution.
• All other prices are fixed per operation.
• Chat models use blended token pricing (input + output averaged). See Billing for exact input/output rates.

---

Image Generation Models

27 models from 8 providers. Models are sorted by price within each provider group.

Google — Imagen

Model ID	Name	Price (PLN)	Credits	Unit	Status
imagen-3-fast	Imagen 3 Fast	0.12	1	per image, 512px	active
imagen-3-standard	Imagen 3 Standard	0.24	2	per image, 1K	active
imagen-4-fast	Imagen 4 Fast	0.18	2	per image, 1K	active
imagen-4-standard	Imagen 4 Standard	0.45	3	per image, 1K-2K	active
imagen-4-ultra	Imagen 4 Ultra	0.90	5	per image, 4K	active

Recommended: imagen-4-standard -- Best balance of quality and cost for general-purpose photorealistic generation at up to 2K resolution.

OpenAI — DALL-E and GPT Image

Model ID	Name	Price (PLN)	Credits	Unit	Status
dall-e-3	DALL-E 3	0.24	2	per image, 1K	active
dall-e-3-hd	DALL-E 3 HD	0.48	4	per image, 2K	active
gpt-image-1	GPT Image 1	0.60	4	per image, 1K-2K	active
gpt-image-2	GPT Image 2	1.60	10	per image, 1K	active

Use case: Strong text rendering in images, creative illustrations, premium photorealism. GPT Image 2 is the highest-fidelity OpenAI model.

Microsoft MAI

Model ID	Name	Price (PLN)	Credits	Unit	Status
mai-image-2.5	MAI-Image 2.5	0.60	3	per image	active
mai-image-2.5-flash	MAI-Image 2.5 Flash	0.20	1	per image	active

Use case: High-quality generation with automatic prompt rewriting. Flash variant is budget-friendly and fast. Max resolution ~1024x1024.

BytePlus — SeedDream (Token-based)

Model ID	Name	Price (PLN)	Credits	Unit	Status
seedream-4-0-250828	SeedDream 4.0	0.049*	2	~price at 1024x1024	active
seedream-5-0-260128	SeedDream 5.0 Lite	0.049*	2	~price at 1024x1024	active
seedream-4-5-251128	SeedDream 4.5	0.061*	3	~price at 1024x1024	active
seededit-3-0-i2i-250628	SeedEdit 3.0	0.061*	3	image-to-image	active
dola-seedream-5-0-pro-260628	SeedDream 5.0 Pro	0.086*	3	~price at 1024x1024	active

Recommended: dola-seedream-5-0-pro-260628 -- Highest detail and prompt adherence among budget models. Supports up to 4K output.

Note: SeedDream models use token-based billing. The price scales with output resolution. Prices shown are estimates for standard 1024x1024 generation.

xAI — Grok Imagine (Image)

Model ID	Name	Price (PLN)	Credits	Capabilities	Status
grok-imagine-image	Grok Imagine	0.12	1	T2I + single-image edit, 1K, 7 aspect ratios, up to 10 images/req	active
grok-imagine-image-quality	Grok Imagine Quality	0.36	3	T2I + multi-image combine (3 refs) + virtual try-on, 2K	active

Use cases: Product photography, e-commerce listings, virtual try-on, multi-image combine, social media content.

xAI — Grok Imagine (Video)

Model ID	Name	Pricing	Modes	Max Res	Status
grok-imagine-video	Grok Video	$0.05/s (480p), $0.07/s (720p)	T2V, I2V, edit, extend, reference-to-video, virtual try-on	720p	active
grok-imagine-video-1.5	Grok Video 1.5	$0.08/s (480p), $0.14/s (720p), $0.25/s (1080p)	I2V, edit, extend, lip sync	1080p	active

Use cases: Promotional videos, UGC with lip sync, virtual try-on video, video editing, extension, character animation.

BFL — FLUX (via Azure AI)

4 active FLUX models, routed through Azure AI infrastructure. Max resolution: 1440px per side.

Model ID	Name	Price (PLN)	Credits	Unit	Status
flux-1.1-pro	FLUX 1.1 Pro	0.24	2	per image, up to 1440px	active
flux-kontext-pro	FLUX Kontext Pro	0.24	2	per image, context-aware editing	active
flux-2-pro	FLUX.2 Pro	0.24	2	per image, up to 1440px	active
flux-2-flex	FLUX.2 Flex	0.24	2	per image, steps/guidance control	active

Use case: flux-kontext-pro for context-aware editing and style transfer. flux-2-flex for fine-grained control with custom steps/guidance. All FLUX models support up to 1440×1440px output.

Note: Models previously available (Klein, Ultra, Raw, Max, Fill) have been discontinued.

MiniMax

Model ID	Name	Price (PLN)	Credits	Unit	Status
minimax-image-01	MiniMax Image	0.021	1	per image, 1K	unavailable

Status: Temporarily unavailable due to API issues.

Kling — Image

Model ID	Name	Price (PLN)	Credits	Unit	Status
kling-v2-1	Kling v2.1	0.24	2	per image, 1K	unavailable
kling-v3	Kling v3	0.60	5	per image, 1K	unavailable
kling-v3-omni	Kling v3 Omni	0.90	8	per image, 2K	unavailable

Status: Temporarily unavailable — provider account balance depleted. Models will return when balance is restored.

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Video Generation Models

7 models for text-to-video and image-to-video generation. Base cost is per 5-second segment, multiplied by max(1, duration ÷ 5) for longer videos.

Model ID	Name	Base Credits (5s)	Max Duration	Status
wan	WAN	8	30s	active
hailuo	Hailuo (MiniMax)	8	30s	active
veo-2	Veo 2 (Google)	10	30s	active
kling	Kling Video	10	30s	active
seedance	Seedance 2.0 (BytePlus)	10	30s	active
sora-2	Sora 2 (OpenAI)	12	60s	active
veo-3	Veo 3 (Google)	15	60s	active

Recommended: veo-3 — Highest quality, cinematic output with natural motion and audio generation.

Budget pick: wan / hailuo — Lowest cost per clip with good quality for social media content.

Best value: seedance — Excellent motion quality at competitive pricing from BytePlus.

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Chat and LLM Models

35+ models from 12 providers. Two chat endpoints with different billing models:

• Credit-based (/v1/ai/chat/completions) — flat credit cost per request, OpenAI-compatible
• Token-based (/v1/ai/chat/bedrock) — exact per-token billing via AWS Bedrock

All models accessible through the same unified /v1/ai/chat/completions endpoint.

By Provider

Provider	Models	Best For	Price Range
Anthropic	Claude Opus 4.6, Sonnet 4.6, Haiku 4.5	Quality writing, analysis, code	$1-15/1M in
OpenAI	GPT-5.4, GPT-5.4 Pro, GPT-5.1, GPT-OSS 120B	Creative, reasoning, general	$0.20-10.00/1M
DeepSeek	V4 Pro, V4 Flash, V3.2, R1	Reasoning, code, budget	$0.28-1.10/1M
Qwen	3 Max, Next 80B, VL 235B, Coder, Plus, Flash	Multilingual, code, vision, MoE	$0.12-4.80/1M
xAI	Grok 4, 4.1	Reasoning, real-time knowledge, 2M ctx	$3-5/1M
Mistral	Large 3, Devstral 2, Magistral Small, Pixtral Large	Code, reasoning, vision, European	$0.20-6.00/1M
NVIDIA	Nemotron 120B, Nemotron Nano 12B	MoE, fast, cheap, vision	$0.04-0.19/1M
Moonshot	Kimi K2.5, K2 Thinking	1M context, deep reasoning	$0.20-0.60/1M
Amazon	Nova Pro, Lite, Micro, 2 Lite	Budget, fast, vision	$0.035-0.80/1M
MiniMax	M2.5	Reasoning, creative	$1.00/1M
Z.AI	GLM 5, GLM 4.7	Budget, multilingual	$0.08-0.40/1M
Google	Gemini Flash, Pro, 3.0, 3.1 Pro	Fast, long context, multimodal	$0.01-0.15/1M

By Use Case

Use Case	Recommended Models	Credits
Budget / Free tier	fotohub-ai, deepseek-v3.2, glm-4.7, gpt-oss-120b, nova-micro, nemotron-nano-12b	0.01-0.5
Best quality	claude-opus-4-6, gpt-5.4-pro, gpt-5.4, grok-4-1-fast-reasoning	3-10
Best balance	claude-sonnet-4-6, qwen3-next-80b, nemotron-120b	1-2
Code specialist	devstral-2, qwen3-coder, fotohub-coder	1-1.5
Deep reasoning	kimi-k2-thinking, magistral-small, deepseek-r1	1-2
Long context (1M+)	kimi-k2.5, kimi-k2-thinking, grok-4-fast-reasoning	1-3

Default: fotohub-ai (0.01 credits, ultra-cheap)

Billing

Credit-based charges a flat fee per request (predictable). Token-based (Bedrock) charges exact per-token rates (pay only for what you use). See Chat/LLM API Reference for full pricing tables.

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Music and Audio Models

Music Generation

Model ID	Name	Credits	Duration	Status
ida-music	IDA Music	2–4	up to 5 min	active
minimax	MiniMax Music	5/10/25	30s/60s/120s	active
ida-cloud	IDA Cloud Music	5/10/25	30s/60s/120s	active

IDA Music — FOTOhub's proprietary music model. Supports lyrics, instrumental, 30+ genres, quality presets. 2 credits (standard) / 4 credits (high quality).

MiniMax / IDA Cloud — Cloud music generation. Tiered pricing by duration: 5cr (≤30s), 10cr (≤60s), 25cr (>60s).

Sound Effects (SFX)

Model ID	Credits	Duration	Status
sfx	3	up to 30s	active

Text-to-SFX generation via /v1/ai/generate/sfx. Uses prompt field for description.

Text-to-Speech (TTS)

Provider	Credits	Features
AWS Polly	1 per 10K chars	106 voices, 41 languages, neural + generative engines
Google TTS	1	30+ languages, neural voices
IDA Voice Pro	2	Voice cloning, emotion control, 29 languages

AWS Polly — cheapest TTS option. 106 voices (neural + generative), 41 languages including Polish. See Music & Audio → Polly.

Speech-to-Text (STT)

Model	Credits	Features
Voxtral Small 24B	2	LLM-quality transcription, context understanding
Voxtral Mini 3B	1	Fast budget transcription
Whisper Large v3	1	99+ languages, auto-detection, timestamps

Voxtral — Mistral's speech-to-text LLM. Better context understanding than traditional ASR. See Music & Audio → Voxtral.

Use case: Transcription, subtitles, meeting notes, dubbing pipelines.

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Analysis & Document Models

Image analysis, captioning, OCR, document intelligence, and visual Q&A.

Model ID	Name	Price (PLN)	Credits	Unit	Status
gemini-2.5-flash-vision	Gemini 2.5 Flash Vision	0.003	1	per image analyzed	active
gemini-2.5-pro-vision	Gemini 2.5 Pro Vision	0.008	1	per image analyzed	active
gpt-4o-vision	GPT-4o Vision	0.012	1	per image analyzed	active
claude-sonnet-4-vision	Claude Sonnet 4 Vision	0.015	1	per image analyzed	active

Recommended: gemini-2.5-pro-vision -- Best accuracy-to-cost ratio for image understanding, OCR, and detailed captioning.

Budget pick: gemini-2.5-flash-vision -- Fastest and cheapest, suitable for bulk analysis and classification tasks.

Document Intelligence (Textract)

Operation	Credits	Use Case
detect-text (OCR)	1	Simple text extraction from images/documents
analyze (Tables+Forms)	3	Table/form structured extraction
analyze-expense (Invoices)	5	Invoice/receipt data extraction

See Document Intelligence for full API reference.

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3D Generation Models

5 models for converting images or text to 3D assets. See 3D Generation for full API reference.

Model ID	Name	Credits	Speed	Modes	Quality
triposr	FH Lite 3D	5	~3s	image-to-3d	★★★
sf3d	FH Fast 3D	5	<1s	image-to-3d	★★★★
shap-e	FH Text 3D	10	~15s	text-to-3d	★★
trellis	FH HD 3D	15	~15s	image-to-3d	★★★★★
hunyuan3d	FH Pro 3D	25	~30s	both	★★★★★

Recommended: triposr — Best speed-to-quality ratio for product photography and e-commerce use cases.

Premium pick: hunyuan3d — Highest quality with PBR textures, supports both image and text input. Ideal for production 3D assets.

Output formats: GLB (web/AR), OBJ (editing), STL (3D printing), USDZ (Apple AR).

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Storage and Compute Resources

Resources included with plans. Overage charged from wallet.

Resource	Included	Overage Rate	Notes
File Storage	10 GB	0.10 PLN/GB/month	Images, videos, audio files
Bandwidth	50 GB	0.05 PLN/GB	Download transfers
Agent Compute	100 minutes	0.30 PLN/minute	Firecracker microVMs
Batch Processing	1,000 jobs	0.01 PLN/job	Async job queue

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Model Selection Guide

Choosing the right model depends on your priorities: quality, speed, cost, or resolution.

Best for Quality

• imagen-4-ultra -- 4K photorealistic, highest fidelity from Google
• dola-seedream-5-0-pro-260628 -- Highest detail and prompt adherence
• kling-v3-omni -- Versatile multi-style with exceptional coherence

Best for Speed

• flux-2-klein-4b -- Sub-second inference, ideal for real-time apps
• imagen-3-fast -- Optimized pipeline, fast with good quality
• imagen-4-fast -- Latest generation, fast variant

Best Value (Cost)

• minimax-image-01 -- 0.021 PLN per image, cheapest on platform
• seedream-4-0-250828 -- Excellent quality-to-price ratio at 0.049 PLN
• seedream-5-0-260128 -- Latest generation at budget pricing

Best for 4K Output

• imagen-4-ultra -- Native 4K generation
• flux-1.1-pro-ultra -- 4K with fine detail preservation
• flux-2-max -- 4K output, latest FLUX architecture
• All SeedDream models -- Support up to 4K resolution

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Model Status

Each model has one of the following statuses:

Status	Description
active	Fully operational, recommended for production use
beta	Available but may have changes to pricing or behavior
deprecated	Still functional but scheduled for removal. Migrate to replacement
maintenance	Temporarily unavailable for updates

Check model availability programmatically:

# Get only active models
curl -X GET "https://apis.fotohub.app/v1/models?status=active" \
  -H "Authorization: Bearer fh_live_your_api_key"

Try Before You Commit

Use the FOTOhub Playground at fotohub.app/playground to compare models side-by-side with the same prompt before choosing one for production use. Sandbox API keys (fh_test_) can be used for testing without incurring charges.