Atlas Cloud is now an authorized U.S. reseller of Dreamina Seedance 2.5 and Seedream 5.0 Pro.Atlas Cloud is now an authorized U.S. reseller of Dreamina Seedance 2.5 and Seedream 5.0 Pro.
Built by MiniMax, Hailuo 2.3 brings professional video generation to creative and production workflows. Standard and Pro pair reliable prompt fidelity with advanced motion, physics realism, cinematic visuals, detailed scene evolution, and character continuity, while Fast supports rapid iteration. Atlas Cloud offers all five variants with transparent pay as you go pricing. Start building today.
Hailuo 2.3 is developed by MiniMax. Atlas Cloud (operated by Atlas Cloud AI LLC) provides access to it and does not own it. All trademarks belong to their respective owners.
Atlas Cloud provides you with the latest industry-leading creative models.
Compare text to video, image to video, Standard, Pro, and Fast routes by verified capability, intended workflow, and Atlas Cloud base price.
| Modality | Description |
|---|---|
| Hailuo 2.3 T2V Standard API (Text to Video) | Turn a text prompt into cinematic video with reliable prompt fidelity for creative workflows. Its listed standard base price is $0.28, making it a practical route for concept development and everyday generation. |
| Hailuo 2.3 T2V Pro API (Text to Video) | For production-focused text to video, this Pro endpoint centers on advanced motion, physics realism, and film-style output. Select it for VFX and marketing work when the verified $0.49 standard base price fits the project. |
| Hailuo 2.3 I2V Standard API (Image to Video) | A still image becomes smooth animation while retaining a consistent visual style. At a verified standard base price of $0.28, this endpoint suits efficient image animation and rapid creative exploration. |
| Hailuo 2.3 I2V Pro API (Image to Video) | Choose this premium route to animate a still image with detailed scene evolution, character continuity, and high-fidelity results. Its $0.49 standard base price aligns with polished character work and demanding image-led sequences. |
| Hailuo 2.3 Fast API (Video Generation) | Send a supported Hailuo 2.3 generation request to produce video rapidly while maintaining strong visual quality. The verified $0.19 standard base price supports previews, repeated experiments, and other speed-sensitive workflows. |
The Hailuo API pairs MiniMax's lifelike motion with broad style range: extreme physics, strong instruction following, expressive faces, native 1080p, and a clip-first workflow built for fast iteration.
Hailuo's NCR architecture drives a physics engine strong enough to render gymnastics, flips, splashes, collisions, and handheld shake the way the real world behaves. Objects carry weight and momentum instead of floating, which is what makes its action and stunt clips hold up where lighter models break down.
The Hailuo API reads detailed, multi-part prompts closely, executing camera moves, lighting, and staged actions as written, with Hailuo 2.3 reporting an 85% response rate on complex instructions. Repeat the same prompt and the output stays comparable, which matters for client work and repeatable pipelines.
Hailuo 2.3 commits to stylized aesthetics rather than approximating them, covering anime, illustration, ink-wash, and game-CG looks with consistent color and linework. It follows animation principles like exaggerated arcs and held poses, so the result blends with hand-drawn and traditionally animated content.
Hailuo 2.3 models subtle facial performance, smiles, blinks, and shifting emotion, so close-ups and character scenes read as genuine rather than stiff. That nuance makes it a fit for narrative beats and dialogue-driven shots where the face carries the moment.
The Hailuo API generates true native 1080p, not upscaled, from either a text prompt or a single reference image, holding detail, color, and lighting across the clip. Image to video anchors composition and subject identity, so a still becomes fluid motion that stays on model.
Built around 6 and 10 second clips, the Hailuo API is tuned for fast iteration and easy sequencing, and the Fast tiers cut batch costs sharply while keeping motion stable. Prototype on Fast, then move to Pro for finals, all through the same request.
Run one prompt through the Hailuo API and other leading video models on Atlas Cloud, and compare how each handles physics-driven realism and committed anime styling in a single scene.
Physics-driven action scene in 10 seconds, photorealistic, fast multi-shot. Shot 1, low tracking: a downhill mountain biker drops off a rocky ledge, tires kicking up dirt as the suspension compresses on landing. Shot 2, hard cut side view: the bike hits a puddle and water sprays out in a believable arc. Shot 3, fast push-in: mud flicks off the spinning tire in slow motion, each clump carrying real weight. Shot 4, tracking from behind: the rider weaves between trees and skids into a banked turn, dust trailing. Grounded physics, natural motion, dynamic camera, crisp 1080p.
Hailuo 2.3 t2v Pro
Seedance 1.5 Pro
Hailuo 02 t2v Standard
Anime action scene in 10 seconds, committed animation style, vertical 9:16, original character. Shot 1, wide: a girl with long teal hair and a white school uniform stands on a rooftop at sunset, cape and hair streaming in the wind. Shot 2, close-up: her eyes narrow with determination, a glowing rune lighting up in her palm. Shot 3, low angle: she leaps off the rooftop, the camera following as she arcs through the air over a glowing city. Shot 4, hero wide: she lands hard in a crouch as energy ripples outward and petals scatter. Exaggerated anime arcs, held poses, clean linework, consistent color grading, crisp 1080p.
Hailuo 2.3 t2v Pro
Seedance 1.5 Pro
Hailuo 02 t2v Standard
From early action previs to campaign variants, Hailuo 2.3 supports character animation, product motion, film style VFX concepts, and prompt faithful storyboards across text, image, and Fast workflows.
Hailuo 2.3 renders advanced motion and physics realism from text prompts for action previsualization. Directors and VFX teams can test stunts, collisions, camera movement, and scene timing before committing production resources.
Start with character key art, and the Pro image workflow preserves continuity while evolving the scene in high fidelity. Animation teams can develop expressive sequences without rebuilding the visual identity from scratch.
For film style VFX concepts, Hailuo 2.3 Pro combines advanced motion, physics realism, and cinematic output. Creative teams gain convincing pitch shots for effects, environments, and cinematic transitions before full production.
Turn a product still into smooth, stylistically consistent motion through the Standard image workflow. Brand and commerce teams can produce animated showcases, campaign assets, and listing visuals from photography they already own.
Hailuo 2.3 Fast prioritizes rapid generation while maintaining strong visual quality for quick iteration. Marketing teams can compare concepts, refine briefs, and prepare multiple campaign directions before selecting a higher fidelity final.
Detailed text briefs become cinematic storyboard clips through Hailuo 2.3 and its reliable prompt fidelity. Filmmakers, agencies, and creative developers can evaluate composition, pacing, and scene intent before moving into production.
Compare Hailuo 2.3 with Wan 2.7, Seedance 2.0, and Kling V3.0 Turbo across input workflows, clip length, resolution, native audio, and standard Atlas Cloud pricing.
| Model | Input Workflow | Clip Length | Max Resolution | Native Audio | Original Price |
|---|---|---|---|---|---|
| Hailuo-2.3 t2v Standard | Text | 6s or 10s | 1080p | - | $0.28/sec |
| Hailuo-2.3 t2v Pro | Text | 5s | 1080p | - | $0.49/sec |
| Hailuo-2.3 i2v Standard | Image plus optional text | 6s or 10s | 1080p | - | $0.28/sec |
| Hailuo-2.3 i2v Pro | Image plus optional text | 5s | 1080p | - | $0.49/sec |
| Hailuo-2.3 Fast | Image plus optional text | 6s or 10s | 1080p | - | $0.19/sec |
| Wan-2.7 Text-to-video | Text | 2s to 15s | 1080p | √ | $0.10/sec |
| Seedance 2.0 Text-to-Video | Text | 4s to 15s | 4K | √ | $0.112/sec |
| Kling V3.0 Turbo Text-to-Video | Text | 3s to 15s | 1080p | √ | $0.112/sec |
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Combining the advanced Hailuo 2.3 models with Atlas Cloud's GPU-accelerated platform provides unmatched performance, scalability, and developer experience.
Low Latency:
GPU-optimized inference for real-time reasoning.
Unified API:
Run Hailuo 2.3, GPT, Gemini, and DeepSeek with one integration.
Transparent Pricing:
Predictable per-token billing with serverless options.
Developer Experience:
SDKs, analytics, fine-tuning tools, and templates.
Reliability:
99.99% uptime, RBAC, and compliance-ready logging.
Security & Compliance:
SOC 2 Type II, HIPAA alignment, data sovereignty in US.
Hailuo 2.3 is a video generation model from MiniMax for text-to-video and image-to-video workflows. It improves character motion, physical actions, visual quality, stylization, and facial expressions over Hailuo 02. Atlas Cloud provides access through dedicated Standard, Pro, and Fast model endpoints.
Turn a written prompt or a still image into a short video with controlled movement and visual styling. The model is particularly suited to character action, expressive faces, anime, illustration, ink wash, game CG, and cinematic effects. Image-to-video generation uses the supplied image as the first frame.
Create an API key in the Atlas Cloud dashboard and send an authenticated POST request to `https://api.atlascloud.ai/api/v1/model/generateVideo`. Include the selected model ID and either a prompt or an image, depending on the endpoint. The request starts an asynchronous generation job and returns an ID for tracking.
Atlas Cloud offers `t2v-standard` and `t2v-pro` for text-to-video, plus `i2v-standard` and `i2v-pro` for image-to-video. The separate `minimax/hailuo-2.3/fast` model prioritizes faster generation for rapid iteration. Select the endpoint by input type first, then balance speed, fidelity, and price.
For text-to-video, provide the model ID and a prompt of up to 2,000 characters, with duration and prompt expansion available as optional controls. Image-to-video requires a JPG, JPEG, or PNG image supplied through a public URL or Base64 data URI, while the prompt is optional. Images must be under 20 MB, have a short side above 300 pixels, and use an aspect ratio between 2:5 and 5:2.
MiniMax documents the model family with 768p and 1080p output and durations of 6 or 10 seconds. Atlas Cloud exposes 6-second and 10-second duration values on its Standard text-to-video and image-to-video endpoints. Available resolution and duration combinations can differ by variant, so check the selected endpoint schema before submitting a production job.
Video generation begins when the API accepts your request and returns a prediction ID with its current status. Poll the Atlas Cloud prediction endpoint with that ID until the job reaches a terminal state. Once processing succeeds, read the generated video location from the response output.
Atlas Cloud lists a standard base price of $0.19 for Fast, $0.28 for Standard text-to-video or image-to-video, and $0.49 for Pro text-to-video or image-to-video. These are pay-as-you-go base prices rather than subscription commitments. Choose Fast for inexpensive iterations, then move to Standard or Pro when the job needs greater production quality.
Choose Fast when turnaround and iteration cost matter most. Standard balances visual quality, prompt fidelity, and price for routine creative workflows, while Pro targets detailed scene evolution, stronger continuity, advanced motion, physics realism, and film-style output. Test the same brief across tiers before committing a large batch.
No, the current model produces video without native audio. Add dialogue, music, or sound effects afterward with an editing workflow or a separate audio model. This also lets you replace or localize the soundtrack without regenerating the visuals.
Seedance 2.5 API is now available on Atlas Cloud! It gives developers ByteDance's newest video model. It generates up to 30 seconds of native video in a single pass from text, a single image, or as many as 50 multimodal references, with synchronized audio and in-frame multilingual text. On Atlas Cloud you reach it through one key, with subject consistency and improved physics keeping long shots coherent. (Update: Seedance 2.5 1080P API Is Available NOW!)
Wan 3.0 API is the next generation of Alibaba's Wan video family, built to push long-form generation, multi-reference control, and audiovisual quality to new heights. Atlas Cloud already hosts Wan 2.7, 2.6, and 2.5, and Wan 3.0 runs on the same unified key with no separate setup. Start building today. Scroll down to the showcase to see what Wan 3.0 can create.
MiniMax H3 is MiniMax's multimodal video family for text, image, and reference guided creation. Across supported routes, it preserves subjects from reference media, offers flexible aspect ratios, and pairs generated sound with visuals through H3 Developer, with output profiles selected by endpoint. Atlas Cloud unifies the family behind one OpenAI-compatible key with transparent pay-as-you-go pricing from the standard rate of $0.038 per second. Start building today.
The gpt-image-2.5 family from OpenAI gives developers a choice of Flare and Sunburst for production image workflows. Render at arbitrary resolutions up to 3840x2160 and select from five quality tiers, including xhigh and max, to match specific output requirements. Atlas Cloud provides ready-to-use REST inference with no cold starts and standard pricing from $0.004 per generation. Start building today.
Seedream 5.0 Pro API gives developers ByteDance's controllable image editing model on Atlas Cloud. It places edits precisely with anchors and coordinates, separates images into editable layers, fuses multiple references, and matches exact colors and materials, with multilingual text at 2K and 3K. On Atlas Cloud you reach it through one key!
Seedance 2.0 is ByteDance’s production video model for precise shot creation. Turn prompts into video, animate a first-frame image with optional last-frame guidance, or shape results with reference media and optional web search. Atlas Cloud brings these workflows into one unified API with transparent pay-as-you-go pricing and one OpenAI-compatible key. Start building today.
The Kling 3.0 API brings Kuaishou's flagship video suite to Atlas Cloud through one OpenAI-compatible key. It spans two models, Kling 3.0 for AI Director storytelling, multilingual lip-sync, and precise on-screen text, and Kling 3.0 Omni (O3) for subject and voice cloning from a short video or image. Both generate native audio in the same pass, with output up to 4K. Build cinematic narratives, global marketing, multilingual ads, and serialized character content on reliable infrastructure.
Grok Imagine Video gives developers access to xAI’s video family for creating, animating, extending, and editing clips. Generate 1 to 15 second videos from prompts, guide people, objects, or styles with up to seven reference images, and work at 480p or 720p. Atlas Cloud brings these capabilities together through OpenAI-compatible endpoints with transparent pay-as-you-go pricing. Start building today.
Vidu Q4 is Vidu's latest flagship video model, designed for image-to-video and reference-to-video generation. It can animate a single still image and create automatic scene transitions, giving developers two input paths for different product workflows. Atlas Cloud provides dedicated API endpoints with published parameter schemas at the verified standard price of $0.04 per second. Start building today.
Gemini Omni 1.1 Flash is Google DeepMind’s natively multimodal video family for flexible production workflows. Edit existing footage through text instructions, maintain visual consistency with up to 10 reference images and 3 video clips, or extend a shot in chainable segments to 40 seconds. Access every workflow on Atlas Cloud with one OpenAI-compatible API key, pay-as-you-go pricing, and Day-0 availability. Start building today.
Nano Banana 2.1 is Google's image model family built on Gemini 3.6 Flash. It delivers Pro-level generation and editing at Flash-level speed, supports natural-language edits and merges across 1 to 14 input images, and maintains consistency for up to 4 characters and 10 objects. Through Atlas Cloud, developers can access the family with one OpenAI-compatible key, reliable uptime, and Day-0 availability. Start building today.
Build with the Nano Banana 2 API, powered by Google's Gemini 3.1 Flash Image model. It generates native 4K visuals up to 4096x2304 with accurate text rendering and consistent characters across up to 14 reference images for both generation and editing. On Atlas Cloud you reach it through one unified API alongside 300+ models, with pricing from $0.04 per image, 99.99% uptime, and free credits to start.
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