AI Image and Video Generation Models Comprehensive Report (2026 Edition)

This report provides a detailed overview of the company backgrounds, core functionalities, and version information of leading AI generative models as of early 2026. These models span key domains including Text-to-Image, Image-to-Image, Text-to-Video, and Image-to-Video, representing the forefront of artificial intelligence in visual creation.

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Step 1: Image Generation and Editing Models

Midjourney Series

• Company Background: Midjourney Inc., an independent research lab founded by David Holz.

• Core Features:

  • Artistic Expression: Widely recognized for its aesthetic excellence, excelling in lighting, composition, and diverse artistic styles.
  • V7 New Features: Introduced a full-featured image editor, Personalization Profiles, and Draft Mode.
  • Niji 7: Optimized for anime-style generation, offering high line clarity and detail, supporting anime screenshot aesthetics.
  • Video Generation: Supports generating up to 60-second videos from multiple images.

• Version Information:

  Version	Release Date	Key Features
  Midjourney V7	April 2025 (Alpha)	Enhanced detail, new editor, personalization
  Niji 7	January 2026	Top-tier anime generation, improved prompt understanding
  Midjourney V6.1	July 2024	Improved photorealistic rendering

Nano Banana Series (Gemini Image)

• Company Background: Google DeepMind.

• Core Features:

  • Ultra-High Resolution: Supports 4K (4096×4096) image output.
  • Multi-Image Reference: Integrates up to 14 reference images, maintaining character consistency.
  • Precise Text: Excellent text rendering capabilities, supporting various complex languages.
  • Security Technology: Integrates SynthID invisible digital watermarking.

• Version Information:

  Version	Official Name	Release Date
  Nano Banana	Gemini 2.5 Flash Image	August 2025
  Nano Banana Pro	Gemini 3 Pro Image	November 2025

Flux 2 Series

• Company Background: Black Forest Labs (founded by former Stable Diffusion core team members).

• Core Features:

  • Architectural Advantage: Based on a 32-billion parameter Rectified Flow Transformer architecture.
  • World Knowledge: Coupled with Mistral-3 24B Vision-Language Model for complex prompt understanding.
  • Open-Source Friendly: Offers various levels of open-source weights, supporting local deployment.

• Version Information:

  Version	Characteristics	License
  Flux 2 [pro]	Highest quality, production-grade	Proprietary
  Flux 2 [flex]	Controllable steps and guidance scale	Proprietary
  Flux 2 [dev]	32B open-source weights	Non-commercial license
  Flux 2 [klein]	Lightweight distilled version	Apache 2.0

Stable Diffusion Series

• Company Background: Stability AI.

• Core Features:

  • Open-Source Ecosystem: The world's most active open-source image generation model, with a vast array of plugins (ControlNet, LoRA).
  • SD 3.5: Significantly improved prompt adherence and text rendering.
  • Local Operation: Optimized VRAM usage, enabling efficient operation on consumer-grade GPUs.

• Version Information:

  Version	Release Date	Key Features
  SD 3.5 Large	October 2024	8B parameters, top-tier prompt adherence
  SD 3.5 Medium	October 2024	Balanced quality and speed
  SD 3.5 Turbo	December 2024	Ultra-fast inference version

Other Important Image Models

• Ideogram V3: Industry-leading text rendering capabilities, supports Style Code for consistent styling.
• GPT-4o Image (gpt-image-1): Natively integrated with OpenAI, excels at understanding complex conversational contexts.
• Imagen 4: Google's flagship model, known for ultra-fast generation and photorealistic quality.
• Seedream 4.5: Developed by ByteDance, specializes in cinematic photorealistic lighting and multi-image editing.
• Qwen Image Edit: From Alibaba, a 20B parameter dedicated editing model, supporting semantic-level modifications.

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Step 2: Video Generation Models

Sora Series

• Company Background: OpenAI.

• Core Features:

  • Physical Simulation: Industry-leading accuracy in simulating physical laws.
  • Long Video Generation: Sora 2 supports generating cinematic videos up to 25 seconds long.
  • Native Audio: Automatically generates dialogue, sound effects, and background music synchronized with visuals.
  • Storyboard Control: Offers Storyboard functionality for precise narrative control.

• Version Information:

  Version	Release Date	Key Features
  Sora 2 / Pro	September 2025	Enhanced consistency, native audio-video sync
  Sora 1	December 2024	Initial release

Runway Gen Series

• Company Background: Runway AI, Inc..

• Core Features:

  • Gen-4.5: Currently ranked #1 on the Artificial Analysis benchmark (1247 Elo).
  • Physical Accuracy: Exceptional dynamic action generation, with stunning liquid and hair detail.
  • Comprehensive Control: Supports text-to-video, image-to-video, video-to-video, and precise camera control.

• Version Information:

  Version	Release Date	Key Features
  Gen-4.5	December 2025	Top-tier motion quality, physical accuracy
  Gen-4	2024	Breakthrough in character and scene consistency

Luma Dream Machine / Ray Series

• Company Background: Luma AI.

• Core Features:

  • Ray 3: Introduces Reasoning-driven generation, allowing the model to self-evaluate and iterate.
  • HDR Support: The world's first model to support native 16-bit HDR video generation.
  • Modify Video: Supports Start & End Frame control for precise transitions and motion guidance.
  • Character Reference: Achieves cross-shot character consistency using a single reference image.

• Version Information:

  Version	Release Date	Key Features
  Ray 3	December 2025	Reasoning generation, HDR, start/end frame control
  Ray 2	January 2025	Improved generation speed and realism

Kling Series (可灵)

• Company Background: Kuaishou.

• Core Features:

  • Extended Duration: Impressed the industry by supporting video generation up to 2 minutes.
  • Audio-Visual Sync: Powerful lip-sync and native audio generation capabilities.
  • Motion Control: Excels at handling complex body movements (e.g., dance, martial arts).

• Version Information:

  Version	Release Date	Key Features
  Kling 2.6	December 2025	Cinematic realism, enhanced motion control
  Kling O1	2025	Integrated generation and editing model

Other Important Video Models

• Hailuo 2.3 (海螺): From MiniMax, focuses on micro-expression capture and extremely low distortion rates.
• Wan 2.6 (万相): From Alibaba, supports 4K resolution and native audio-video synchronization.
• Veo 3.1: Google DeepMind's flagship, supports high-fidelity video up to 60 seconds.
• Pika 2.5: From Pika Labs, features the new Pikadditions function, allowing adding/modifying objects within videos.

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Step 3: Model Feature Comparison Matrix

Model Name	Primary Domain	Core Strengths	Recommended Scenarios
Midjourney V7	Image	Artistic aesthetics, lighting, composition	Creative design, illustration, photography
Flux 2 [pro]	Image	Prompt adherence, text rendering	Advertising posters, complex scene generation
Sora 2	Video	Physical realism, long videos	Film shorts, high-fidelity simulation
Runway Gen-4.5	Video	Motion quality, comprehensive control	Professional video editing, special effects
Kling 2.6	Video	Body movements, audio-visual sync	Short video creation, character animation
Luma Ray 3	Video	Reasoning generation, HDR, transition control	Film industry, high-quality asset generation

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Step 4: 2026 Technology Trends Summary

1. Reasoning-driven Generation: Models are no longer simple.

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Ready to Start Creating?

• Try Text to Image
• Try Image to Image
• Try Text to Video
• Try Image to Video