Models

PixVerse R2 is a real-time world model announced on 22 September 2026, an upgrade to R1 that keeps a navigable world generating while the user moves inside it and holds state across a session.

ChinaMultimodalGenerative models

Vidu S2 is a two-part video generation system: S2-Avatar renders interactive digital characters at 720p in real time, and S2-Editing transforms live video streams. Both also produce stereo views for immersive displays.

ChinaMultimodalGenerative models

SenseNova U1.5 is SenseTime's open-weight, 8-billion-parameter model that handles image understanding, reasoning and native 4K generation in a single network, without separate vision encoders or VAEs. It is released under the Apache License 2.0.

Open sourceChinaMultimodal

Muse Image and Muse Video are Meta Superintelligence Labs' first media generation models, announced on 7 July 2026. Muse Image launched immediately, and Muse Video entered early preview.

Consumer appsGenerative modelsCreative tools

Vidu S1 is Shengshu's real-time interactive video generation model, released in July 2026. It takes spoken commands as control input, runs on consumer GPUs at 540p and up to 42 frames per second, and keeps generating without drift.

ChinaMultimodalGenerative models

SenseNova U1 is SenseTime's open-weight multimodal model family, first released in April 2026 under Apache 2.0, which understands and generates images without a separate visual encoder or VAE.

Open sourceChinaMultimodal

GPT Image 2 is OpenAI's image generation and editing model released on 21 April 2026, also presented as ChatGPT Images 2.0. It succeeded GPT Image 1 and was followed within months by the Sunburst and Flare model lines.

Consumer appsCreative toolsImage generation

MAI-Image-2 is Microsoft AI's second-generation text-to-image model, released to developers on 2 April 2026 in Microsoft Foundry and the MAI Playground, with faster generation and stronger lighting, skin tones and in-image text.

EnterpriseGenerative modelsCreative tools

Midjourney V8, released as an alpha on 17 March 2026, generates images about five times faster than earlier versions, adds a native 2K mode, and improves rendering of text inside images.

Consumer appsGenerative modelsCreative tools

Ai2's fully open 7B model, which mixes Transformer attention with Gated DeltaNet linear recurrent layers and matches its predecessor's MMLU accuracy using 49% fewer training tokens.

Large language modelsOpen sourceDeep learning

Nano Banana 2 is Google's product name for Gemini 3.1 Flash Image, an image generation and editing model in the Gemini API, released in preview on 26 February 2026 and later replaced by Nano Banana 2.1.

Generative modelsCreative toolsImage generation

GWM-1 is Runway's first general world model: an autoregressive system that generates 720p video frame by frame in real time and can be steered with camera pose, robot commands or audio.

MultimodalRoboticsGenerative models

Runway Gen-4.5 is a video generation model released in December 2025 that topped the Artificial Analysis text-to-video leaderboard and later gained native audio, multi-shot editing and a role as the base for Runway's GWM-1 world model.

MultimodalGenerative modelsCreative tools

FLUX.2 is Black Forest Labs' image generation and editing model family, released on 25 November 2025, spanning hosted tiers and open-weight releases, with support for 4-megapixel output and up to 10 reference images.

Open sourceGenerative modelsCreative tools

Nano Banana Pro (Gemini 3 Pro Image) is Google's image generation and editing model built on Gemini 3 Pro, announced on 20 November 2025. It renders legible text, pulls live information from Search, and outputs up to 4K.

EnterpriseGenerative modelsCreative tools

MAI-Image-1 is Microsoft's first image generation model developed entirely in-house, announced on 13 October 2025 and rolled out in Bing Image Creator and Copilot from 4 November 2025.

Consumer appsGenerative modelsCreative tools

An open-source image generation model from Tencent that handles image understanding and generation inside a single autoregressive mixture-of-experts framework; its code, weights and technical report were released in September 2025.

Open sourceChinaMultimodal

Qwen3-Next is an open-weight model from Alibaba's Qwen team, released in September 2025 under Apache 2.0. It has 80B total parameters, only 3B active per token, and a hybrid attention design later used in Qwen3.5.

Large language modelsOpen sourceChina

Seedream 4.0 is ByteDance Seed's image model released in September 2025, which puts text-to-image generation, image editing and multi-image composition into a single architecture and can output images from 1K up to 4K resolution.

ChinaMultimodalGenerative models

Nicknamed "nano-banana", Gemini 2.5 Flash Image is Google's image generation and editing model released on 26 August 2025, able to blend images, keep characters consistent across edits and apply targeted natural-language edits.

Consumer appsGenerative modelsCreative tools

Genie 3 is Google DeepMind's general-purpose world model, announced on 5 August 2025. It turns text prompts into interactive 720p environments that can be navigated in real time at 24 frames per second, and was released as a limited research preview.

Agents & tool useGenerative modelsSimulation

A 20-billion-parameter open-weights image generation model released by Qwen in August 2025, notable for rendering text inside images, especially Chinese.

Open sourceChinaGenerative models

HunyuanWorld 1.0 is Tencent's open-source model for generating explorable, mesh-exportable 3D worlds from text or images. Released in July 2025, it was followed by a series of lighter and faster versions.

Open sourceChinaGenerative models

Runway Aleph is a video model released in July 2025 that edits an input video by adding, removing or transforming objects, generating a new angle of a scene, or changing style and lighting, across many visual tasks.

MultimodalGenerative modelsCreative tools

Skild Brain is Skild AI's general-purpose foundation model for robots, trained in a universe of 100,000 different machines and meant to be fitted to existing hardware rather than built for one task.

EnterpriseDeep learningFoundation models

Midjourney's first video model, released on 18 June 2025, turns an existing image into a short clip of about five seconds. It was presented as the company's first step toward real-time open-world simulation.

Consumer appsGenerative modelsCreative tools

FLUX.1 Kontext is a family of image models from Black Forest Labs, announced on 29 May 2025, that generates and edits pictures from both text and image inputs. Its open-weight dev variant followed in June 2025.

Open sourceGenerative modelsCreative tools

Aurora is a foundation model for the Earth system, trained on more than a million hours of geophysical data. It outperforms operational forecasts for weather, air quality, ocean waves and tropical cyclone tracks at far lower computational cost.

Deep learningFoundation modelsScience

Imagen 4 is a Google text-to-image model announced on 20 May 2025 that outputs images at up to 2K resolution with improved fine detail and typography, shipping in the Gemini app, Whisk, Vertex AI and Workspace before its API models were retired in 2026.

Generative modelsCreative toolsImage generation

Falcon-H1 is a family of open-weight language models that runs Transformer attention and state space layers in parallel, released in sizes from 0.5B to 34B parameters under the Falcon-LLM Licence.

Large language modelsOpen sourceFoundation models

An open image-editing model from StepFun released in April 2025 under Apache 2.0, pairing a multimodal language model with a diffusion image decoder and shipping weights, inference code and the GEdit-Bench evaluation set.

Open sourceChinaCreative tools

π0.5 is a vision-language-action model from Physical Intelligence, released in April 2025, built to generalize to unfamiliar homes and trained by co-training on many kinds of robot and web data.

Deep learningFoundation modelsMultimodal

Seedream 3.0 is ByteDance Seed's Chinese–English image-generation foundation model of 2025, improving on Seedream 2.0 in prompt alignment, Chinese text rendering and native 2K output. Seedream 4.0 succeeded it in September 2025.

ChinaGenerative modelsCreative tools

Midjourney V7 is an image generation model released as an alpha to Midjourney's community on 4 April 2025, the first of the company's models to have personalization on by default and the first to add a cheap, fast Draft Mode.

Consumer appsGenerative modelsCreative tools

Runway Gen-4 is a video generation model released on 31 March 2025 that keeps characters, locations and objects consistent across shots, working from reference images and text instructions rather than per-project training.

MultimodalGenerative modelsCreative tools

Isaac GR00T N1 is an open foundation model for humanoid robots that NVIDIA announced on 18 March 2025. It is designed to be post-trained for a specific robot or task, and it pairs a planning model with quick motion control.

Open sourceFoundation modelsRobotics

Helix is Figure's vision-language-action model for humanoid control, pairing a 7-billion-parameter vision-language model with a fast 80-million-parameter action policy, trained on about 500 hours of teleoperated data and run entirely on onboard GPUs.

Deep learningFoundation modelsMultimodal

Step-Video-T2V is an open text-to-video model with 30 billion parameters. StepFun released its weights, code, a Turbo variant and a technical report under the MIT license on 17 February 2025.

Open sourceChinaGenerative models

Janus-Pro is DeepSeek's January 2025 multimodal model that handles both image understanding and text-to-image generation in one system, released in 1B and 7B sizes as a stronger successor to Janus.

Open sourceChinaMultimodal

NVIDIA Cosmos is a platform of world foundation models that generate physics-based video to train robots and autonomous vehicles, released as open-weight models in January 2025.

Open sourceFoundation modelsRobotics

Genie 2 is a foundation world model from Google DeepMind, announced on 4 December 2024, that turns a single prompt image into a playable 3D environment that a person or an AI agent can explore with keyboard and mouse controls.

Agents & tool useGenerative modelsSimulation

π0 is a generalist robot policy from Physical Intelligence, built by adapting a 3-billion-parameter vision-language model with flow matching so one model can output fast, continuous motor commands for dexterous manipulation.

Deep learningFoundation modelsMultimodal

A family of text-to-image models from Stability AI, announced in October 2024: the 8.1-billion-parameter Large, a 4-step Turbo variant and the 2.5-billion-parameter Medium, released under a community licence.

Open sourceGenerative modelsCreative tools

Movie Gen is a set of media foundation models Meta premiered on 4 October 2024. It covers video generation, personalised video, precise video editing and audio generation, and was not released publicly.

Foundation modelsGenerative modelsCreative tools

A closed text-to-image model from Black Forest Labs, released on 2 October 2024 and available only through an API. Black Forest Labs said it generates six times faster than its predecessor, and it reached the top of the Artificial Analysis image arena leaderboard.

Generative modelsCreative toolsImage generation

xAI's Grok-2 and Grok-2 mini, released in August 2024 as a beta for X subscribers, added image input, posted competitive benchmark scores and later had their weights published.

Large language modelsOpen sourceMultimodal

FLUX.1 is a family of 12-billion-parameter text-to-image models released by Black Forest Labs on 1 August 2024 in pro, dev and schnell variants. The dev version is open-weight, and the variants carry different licenses.

Open sourceGenerative modelsCreative tools

Kolors is Kuaishou's open-weight text-to-image model, released on 6 July 2024, built on latent diffusion and tuned for both Chinese and English prompts.

Open sourceChinaGenerative models

Runway's 2024 video generation model, trained jointly on video and images, with finer temporal control such as keyframing; later extended with an API, video-to-video and Act-One performance capture.

MultimodalGenerative modelsCreative tools

OpenVLA is a 7-billion-parameter open-source vision-language-action model trained on 970,000 real robot demonstrations, released with checkpoints and code so that other groups can fine-tune and run it on their own robots.

Open sourceFoundation modelsMultimodal

Google's text-to-image model announced at I/O in May 2024, which Google described as its highest-quality image generator, with fewer visual artifacts and improved text rendering.

Generative modelsCreative toolsImage generation

Hunyuan-DiT is Tencent's open text-to-image diffusion transformer, built for fine-grained English and Chinese prompt understanding. Its 2024 report and weights were released publicly, and human evaluations placed it ahead of several open models but behind leading closed ones.

Open sourceChinaGenerative models

Octo is an open-source generalist robot policy: a transformer-based diffusion model trained on 800,000 robot trajectories that can drive a range of robots out of the box and be fine-tuned to new setups.

Open sourceDeep learningFoundation models

A Google DeepMind generative world model with 11 billion parameters that turns text, images or sketches into controllable virtual worlds, described as the first generative interactive environment trained on unlabelled internet videos without action labels.

Research historyGenerative modelsSimulation

Stable Diffusion 3, announced by Stability AI on 22 February 2024, is a suite of 800 million to 8 billion parameter models that pairs a diffusion transformer with flow matching.

Open sourceGenerative modelsCreative tools