AI models released in November 2026

Release details

1. Nov 9, 2026ByteDance

   Seedream 5.5 (limited rollout)

   ByteDance introduced Seedream 5.5, an image-generation model with improved multi-turn editing, native transparent-background output, and more realistic visuals and text rendering. The company says it is rolling out across Jimeng, Doubao, Doubao Work, and the Volcano Ark experience center.

   For buildersCompare a short series of edits against your current image workflow, checking whether unchanged regions stay stable and whether transparent output fits your production pipeline.

   Official announcement (opens in a new tab)↗
2. Nov 5, 2026Baidu

   ERNIE-5.5-Flash-Base

   Baidu released ERNIE-5.5-Flash-Base, a 280B sparse mixture-of-experts language model with 14B active parameters per token. It is available as a pretraining checkpoint for downstream adaptation and supports up to 1M-token inference context.

   For buildersTreat it as a starting point for adaptation rather than a ready-to-use assistant, and test your own instruction tuning and evaluation before relying on it.

   Official announcement (opens in a new tab)↗
3. Nov 5, 2026Google

   Gemini Omni 1.2 Flash

   Google made Gemini Omni 1.2 Flash generally available for video generation and editing. Compared with Omni 1.1 Flash, it supports clips up to 15 seconds, multi-turn conversational edits, and stronger reference following; Google lists 720p generation at $0.07 per second.

   For buildersCompare a short generated clip and a multi-turn edit against your current workflow, checking reference consistency and any extra access requirements before scaling up.

   Official announcement (opens in a new tab)↗
4. Nov 5, 2026OpenAI

   GPT-6 Cyber (limited access)

   OpenAI introduced GPT-6 Cyber, a cybersecurity model for finding and validating vulnerabilities while following researcher-defined scope. OpenAI reports improved performance over GPT-5.6 Cyber and says it has been used to identify vulnerabilities and help develop fixes.

   For buildersFor approved security research teams, evaluate it only on explicitly authorized targets and compare its findings with a human-reviewed baseline.

   Official announcement (opens in a new tab)↗
5. Nov 5, 2026Boson AI

   Higgs Realtime Duplex (announced)

   Boson AI introduced Higgs Realtime Duplex, a full-duplex interactive multimodal model that listens, watches, and talks while running background reasoning and tool use. Its announcement describes 160 ms interaction chunks and a 45B mixture-of-experts front model; public model access is not documented yet.

   For buildersWhen access opens, evaluate its interruption handling and background task results on a bounded, human-reviewed workflow before relying on it.

   Official announcement (opens in a new tab)↗
6. Nov 5, 2026Thinking Machines Lab

   Inkling 2 Small

   Thinking Machines Lab introduced Inkling 2 Small, a 594B-parameter mixture-of-experts model with image inputs and variable effort. The company says it is available through Tinker, with downloadable weights planned after external safety testing and red-teaming.

   For buildersIf you have Tinker access, test it on a bounded coding or visual-feedback task and review the model's output and tool use before relying on it.

   Official announcement (opens in a new tab)↗
7. Nov 5, 2026Ant Group

   Ling-3.2-flash

   Ant Group released Ling-3.2-flash, a native multimodal model that accepts image, text, and video input and supports a context window up to 1 million tokens. Ant says it is available through online chat and compatible APIs.

   For buildersTry it on a bounded task involving image or video input, then review its output against an independently checked reference before relying on it.

   Official announcement (opens in a new tab)↗
8. Nov 4, 2026OpenAI

   Images 2.6

   OpenAI introduced Images 2.6 for image generation and editing in ChatGPT, Codex, and the API. It adds faster generation, improved consistency across edits, and API variants GPT-Image-2.6 Flare and Sunburst.

   For buildersCompare Flare and Sunburst on the same prompts and editing tasks, checking speed, layout, and consistency against your current workflow.

   Official announcement (opens in a new tab)↗
9. Nov 4, 2026Cognition

   SWE-2 Flash

   Cognition introduced SWE-2 Flash, a coding model available in Devin Desktop and CLI. Cognition says it improves on its Inkling-Small base after an added mid-training stage, while model weights are not publicly shared.

   For buildersTry it on a bounded coding task in Devin and compare the output, speed, and review effort with your current model before expanding its role.

   Official announcement (opens in a new tab)↗
10. Nov 4, 2026Tencent

    Tencent Hy4

    Tencent announced Hy4 as its latest-generation large language model, adding visual understanding and computer-use capabilities alongside improvements to instruction following, long-context comprehension, reasoning efficiency, and long-horizon agentic tasks. Tencent says model weights and system cards will be released in the coming days.

    For buildersTry Hy4 on a bounded workflow that combines image understanding with tool use, and separately evaluate long-context task completion before adopting it.

    Official announcement (opens in a new tab)↗
11. Nov 3, 2026Pruna AI

    P-H3-Image

    Pruna AI released P-H3-Image, an open-weights text-to-image and image-editing model built from MiniMax-H3. The team reworked the prompt upsampler, text encoder, diffusion schedule, transformer backbone, and decoder, and says the model generates 4 MP images about five times faster than MiniMax-H3 on a B200.

    For buildersEvaluate it on the same prompts and image-editing references you use today, then check the MiniMax H3 Community License and hardware requirements before deployment.

    Official announcement (opens in a new tab)↗