HiDream I1 Fast

AI Image Generation Model

Image $ · 0.5¢

Distilled version of HiDream AI's 17B parameter text-to-image model

Supported Modes
Text to Image
Active

Details

Model ID
hidream-i1-fast
Creator
Family
hidream
Tags
image-generation text-to-image
// Get Started

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Available at 2 providers

Starting from

$0.0050 /image via Replicate · +1 more

Prices shown are in USD · Some prices estimated from per-megapixel or per-token pricing

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Providers & Pricing (2)

HiDream I1 Fast is available from 2 providers, with per-image pricing starting at $0.005 through Replicate.

Replicate
replicate/hidream-i1-fast
Provider Model ID: prunaai/hidream-l1-fast

Output

Image
$0.0050 per image
Pricing Notes (2)
  • PrunaAI optimized version of HiDream L1
  • ~$0.014 per image (71 runs per $1)
View official pricing • As of
fal.ai
fal/hidream-i1-fast
Provider Model ID: fal-ai/hidream-i1-fast
$0.010 /megapixel

HiDream I1 Fast API OpenAI-compatible

Access HiDream I1 Fast through Lumenfall's OpenAI-compatible API to integrate fast, high-quality text-to-image generation into any application with a single endpoint.

Base URL
https://api.lumenfall.ai/openai/v1
Model
hidream-i1-fast

Code Examples

Text to Image

/v1/images/generations
curl -X POST \
  https://api.lumenfall.ai/openai/v1/images/generations \
  -H "Authorization: Bearer $LUMENFALL_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "hidream-i1-fast",
    "prompt": "",
    "size": "1024x1024"
  }'
# Response:
# { "created": 1234567890, "data": [{ "url": "https://...", "revised_prompt": "..." }] }

Parameter Reference

Required Supported Not available

Core Parameters

Parameter Type Description Modes
prompt string Required. Text prompt for image generation
T2I
negative_prompt string Negative prompt to guide generation away from undesired content
T2I
seed integer Random seed for reproducibility
T2I

Size & Layout

Parameter Type Description Modes
size string Image dimensions as WxH pixels (e.g. "1024x1024") or aspect ratio (e.g. "16:9")
WxH determines both shape and scale (aspect_ratio and resolution are ignored when size is provided). W:H format is equivalent to aspect_ratio.
T2I
aspect_ratio string Aspect ratio of the output image (e.g. "16:9", "1:1")
Controls shape independently of scale. Use with resolution to control both. If size is also provided, size takes precedence. Any ratio is accepted and mapped to the nearest supported value.
T2I
resolution string Output resolution tier (e.g. "1K", "4K")
Controls scale independently of shape. Higher tiers produce larger images and cost more. If size is also provided, size takes precedence for scale. Any tier is accepted and mapped to the nearest supported value.
T2I
size

Exact pixel dimensions

"1920x1080"
aspect_ratio

Shape only, default scale

"16:9"
resolution

Scale tier, preserves shape

"1K"

Priority when combined

size aspect_ratio + resolution aspect_ratio resolution

size is most specific and always wins. aspect_ratio and resolution control shape and scale independently.

How matching works

Shape matching – we pick the closest supported ratio. Ask for 7:1 on a model with 4:1 and 8:1, you get 8:1.
Scale matching – providers use different tier formats: K tiers (0.5K 1K 2K 4K) or megapixel tiers (0.25 1). If the exact tier isn't available, you get the nearest one.
Dimension clamping – if a model has pixel limits, we clamp dimensions to fit and keep the aspect ratio intact.

Output & Format

Parameter Type Description Modes
response_format string How to return the image
url b64_json
Default: "url"
T2I
output_format string Output image format
png jpeg gif webp avif
Gateway converts to requested format if provider doesn't support it natively.
T2I
output_compression integer Compression level for lossy formats (JPEG, WebP, AVIF)
T2I
n integer Number of images to generate
Default: 1
Gateway generates multiple images in parallel even if provider only supports 1.
T2I

Additional Parameters

Parameter Type Description Modes
enable_safety_checker fal boolean If set to true, the safety checker will be enabled.
T2I
model_type replicate string Model type
fast
T2I
num_inference_steps fal integer The number of inference steps to perform.
T2I
output_quality replicate integer Output quality (for jpg and webp)
T2I
speed_mode replicate string Speed optimization level
Extra Juiced 🚀 (even more speed) Juiced 🔥 (more speed) Lightly Juiced 🍊 (more consistent) Unsqueezed 🍋 (highest quality)
T2I
sync_mode fal boolean If `True`, the media will be returned as a data URI and the output data won't be available in the request history.
T2I

Parameter Normalization

How we handle parameters across different providers

Not every provider speaks the same language. When you send a parameter, we handle it in one of four ways depending on what the model supports:

Behavior What happens Example
passthrough Sent as-is to the provider style, quality
renamed Same value, mapped to the field name the provider expects prompt
converted Transformed to the provider's native format size
emulated Works even if the provider has no concept of it n, response_format

Parameters we don't recognize pass straight through to the upstream API, so provider-specific options still work.

HiDream I1 Fast Benchmarks

HiDream I1 Fast holds the 26th position in the text-to-image arena with an Elo rating of 1155. This distilled version of HiDream AI's 17B parameter architecture competes against major models in the prompt-to-image generation category.

Lumenfall Arena
#29
Text-to-Image
1162 Elo

Text-to-Image Landscape

1 model without pricing omitted

Elo vs Speed

8 models waiting for enough speed data

Competition Results

Text-to-Image

Portrait

View leaderboard
#14
Fantasy Warrior
21 models
Text-to-Image
Prompt

“Close portrait of a battle-worn paladin in ornate engraved plate armor, hair braided with small beads, faint scars and dirt on the skin, warm torchlight reflecting off metal, shallow depth of field, bokeh sparks, lifelike eyes, highly detailed texture on leather straps and cloth underlayer.”

Uncategorized

Text-to-Image
Prompt

“Hyper-photorealistic full-body portrait of a female superhero standing triumphantly on a New York skyscraper rooftop at golden sunset, wearing a classic modest superhero costume with flowing cape, chest emblem, gloves, and boots in red and blue colors, practical design, short hair, strong determined heroic expression looking into the distance, powerful confident stance with hands on hips and cape billowing dramatically in the wind, detailed urban cityscape background, warm natural sunlight with sharp shadows and fabric highlights, ultra-sharp textures on suit, hair, and concrete, 8K masterpiece, empowering family-friendly style.”

#12
Fantasy Warrior
14 models
Text-to-Image
Prompt

“Close portrait of a battle-worn paladin in ornate engraved plate armor, hair braided with small beads, faint scars and dirt on the skin, warm torchlight reflecting off metal, shallow depth of field, bokeh sparks, lifelike eyes, highly detailed texture on leather straps and cloth underlayer.”

3 attempts – showing best result

Top Matchups

See how HiDream I1 Fast performs head-to-head against other AI models, ranked by community votes in blind comparisons.

Help rank HiDream I1 Fast Pick the better image in blind matchups. Results update rankings in real time.
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HiDream I1 Fast ranks 16th out of 19 models for portrait generation, achieving a 20.6% win rate in human-preference testing. It excels at high-speed generation of human subjects while maintaining competitive performance across diverse text-to-image prompt categories.

HiDream I1 Fast FAQ

How much does HiDream I1 Fast cost?

HiDream I1 Fast starts at $0.005 per image through Lumenfall. Pricing varies by provider. Lumenfall does not add any markup to provider pricing.

How do I use HiDream I1 Fast via API?

You can use HiDream I1 Fast through Lumenfall's OpenAI-compatible API. Send requests to the unified endpoint with model ID "hidream-i1-fast". Code examples are available in Python, JavaScript, and cURL.

Which providers offer HiDream I1 Fast?

HiDream I1 Fast is available through fal.ai and Replicate on Lumenfall. Lumenfall automatically routes requests to the best available provider.

Overview

HiDream I1 Fast is a distilled text-to-image model developed by HiDream AI, optimized for low-latency image generation. It is a high-speed variant of the company’s flagship 17-billion parameter model, designed to retain the compositional intelligence of a large-scale architecture while significantly reducing inference costs and generation time.

Strengths

  • Low Latency Generation: The distillation process allows the model to produce high-resolution images in a fraction of the time required by standard diffusion models.
  • Multi-Subject Composition: Leveraging its 17B-parameter lineage, the model excels at managing spatial relationships and interactions between multiple distinct objects within a single frame.
  • Prompt Adherence: It demonstrates high fidelity to descriptive text inputs, particularly when handling complex attributes such as lighting conditions, material textures, and specific artistic styles.
  • Resource Efficiency: Provides a high quality-to-cost ratio, making it suitable for applications that require massive batches of image generation at a starting price of $0.005 per output.

Limitations

  • Detail Nuance: As a distilled model, it may lack some of the fine-grained textural detail and edge sharpness found in the full 17B parameter non-distilled version.
  • Text Rendering: Like many diffusion-based architectures, it may struggle with generating lengthy or highly specific typographic strings within the image.
  • Photorealism Extremes: While it handles stylized and general photographic content well, it may produce occasional artifacts in anatomy or complex environmental reflections compared to slower, specialized photorealistic models.

Technical Background

HiDream I1 Fast is based on a transformer-heavy diffusion architecture, utilizing a massive 17-billion parameter backbone. The model employs knowledge distillation techniques to compress the computational requirements of the teacher model into a faster student model, prioritizing inference speed without sacrificing the fundamental semantic understanding acquired during large-scale pre-training.

Best For

HiDream I1 Fast is an ideal choice for real-time creative tools, social media asset generation, and rapid prototyping where speed is as critical as aesthetic quality. It is also well-suited for high-volume workflows like generating game assets or marketing variations. You can access HiDream I1 Fast through Lumenfall’s unified API and interactive playground, allowing for easy integration into existing production pipelines.

Try HiDream I1 Fast in Playground

Generate images with custom prompts — no API key needed.

Open Playground