Nemotron 3.5 Transcribe Tested: Free Podcast Transcripts

Nemotron 3.5 Transcribe Tested: Free Podcast Transcripts

NVIDIA released Nemotron 3.5 Transcribe on October 28, 2026: a free, open model with a browser demo that labels up to eight speakers. We ran a real podcast through it and priced an hour of transcript against Descript, Otter and the APIs.

RTX Remix 1.6: Path-Traced Minecraft and AI Textures

RTX Remix 1.6: Path-Traced Minecraft and AI Textures

NVIDIA released RTX Remix 1.6 on October 23, 2026: a free beta mod that path traces Minecraft Java Edition, DLSS 5 controls for modders, and ComfyUI texture and mesh generation inside the Toolkit.

Best Open-Source AI 3D Models, Measured (2026)

Best Open-Source AI 3D Models, Measured (2026)

Only one of 17 open-source AI 3D model families, TRELLIS.2, is MIT licensed and runs in all four creator apps we checked. We measured adoption, licenses and app support for every family, from Pixal3D and Hunyuan3D to TripoSplat and SHARP.

FLUX 3 Image Klein Tested: Free for Small Studios

FLUX 3 Image Klein Tested: Free for Small Studios

Black Forest Labs' FLUX 3 Image Klein is a 5.6B open-weights image model you can use for paid work if your business earns under $5M a year. It runs on 8 GB GPUs in ComfyUI and costs $0.009 per 1K image hosted. We tested its text rendering and editing.

Best Open-Source AI Music Models, Measured (2026)

Best Open-Source AI Music Models, Measured (2026)

Only one of 12 open-source AI music model families, ACE-Step 1.5, is free to sell from, runs in all five creator apps we checked and fits a 4 GB graphics card. We measured adoption, licenses and app support for every family, from YuE2 to MusicGen.

ComfyUI RTX Video Nodes: Free Upscale, 60 fps and HDR

ComfyUI RTX Video Nodes: Free Upscale, 60 fps and HDR

Comfy Org's free NVIDIA VFX Nodes bring RTX Video Super Resolution (up to 4x), Frame Generation (2x to 16x, RTX 40+) and SDR-to-HDR (400 to 2000 nits) into ComfyUI, alongside ComfyUI v0.40.0. How to run the chain and what it replaces.

How to Make a Screen Demo Video Free With OpenScreen

How to Make a Screen Demo Video Free With OpenScreen

OpenScreen is a free, MIT-licensed screen recorder for Windows, macOS and Linux that turns a raw capture into a polished demo: automatic zooms on your clicks, on-device captions and an MP4 or GIF export with no watermark. Here is the full workflow in nine steps.

Best Open-Source AI Image Models, Measured (2026)

Best Open-Source AI Image Models, Measured (2026)

Two anime models, Anima and Illustrious XL, drew 16,934 of the 22,959 LoRAs published on Civitai in the past month, 73.8% of the total. Every FLUX model combined drew 1.4%. We measured 29 open image model families on adoption, license and app support.

Mistral Large 4 Costs Less Than Mistral's Medium Model

Mistral Large 4 Costs Less Than Mistral's Medium Model

Mistral Large 4, a 1-trillion-parameter open-weight model, entered public preview on October 6, 2026 at $0.68 input and $2.09 output per million tokens, half its list price. It costs less than Mistral Medium 3.5 and GLM-5.3. Weights are due at the end of October.

ComfyUI v0.39 Save Video: Files Up to 2x Bigger

ComfyUI v0.39 Save Video: Files Up to 2x Bigger

ComfyUI v0.39.0 changed Save Video to CRF 18 for H.264 and 24 for AV1. On three 1080p clips, H.264 files grew 64-83% and AV1 files about doubled, for 0.3 to 1.5 dB more PSNR. EXR now defaults to 16-bit, and Luma Ray 2 nodes end 24 October.

llama.cpp 0.6.0: The Downloader Ships Before Its UI

llama.cpp 0.6.0: The Downloader Ships Before Its UI

llama.cpp 0.6.0 ships a Hugging Face model downloader and a memory-fit estimate. We tested both: downloads work through the API today, the model browser is still a pull request, and the estimate ignores context and vision files.

WanGP v17 Cuts MiniMax H3 1080p to 11 GB of VRAM

WanGP v17 Cuts MiniMax H3 1080p to 11 GB of VRAM

WanGP v17, released October 5, 2026, cuts 15 seconds of MiniMax H3 at 1080p from 25 GB to 11 GB of VRAM with its new MMGP v4 memory engine. Two savings are on by default; three settings you switch on yourself.

InvokeAI 7 Alpha Adds Video With Sound: Try It Safely

InvokeAI 7 Alpha Adds Video With Sound: Try It Safely

InvokeAI 7.0 alpha 1 adds video with generated sound, a rewritten canvas with PSD export, autosaving projects and semantic gallery search. What changed, which video model you can legally use, and how to install it without breaking v6.

Meta Muse Gadgets Tested: Your Pi Gets an Agent Shell

Meta Muse Gadgets Tested: Your Pi Gets an Agent Shell

Meta open-sourced Muse Gadgets on October 2: ESP32 firmware, a Linux SDK and 42 device skills. The Linux SDK lets Muse run any command as the account you choose. We tested the runner, found what the log and the sudo warning miss, and wrote a safe Pi setup.

LTX Alpha Gen: Free AI Mattes Without a Green Screen

LTX Alpha Gen: Free AI Mattes Without a Green Screen

Lightricks released Alpha Gen on October 2, 2026, an open-weights LTX-2.5 add-on that turns ordinary video into a frame-matched alpha matte with no green screen, masks or prompt. Here is how it compares, what it needs and how to try it.

rembg Background Removal: The Default Is Non-Commercial

rembg Background Removal: The Default Is Non-Commercial

rembg's default background removal model is now BRIA's RMBG-2.0, which is non-commercial and ran out of memory on our 12 GB test machine. We scored the models that do run on 500 photos: ISNet with ViTMatte edges was the best free setup.

Cloudflare Clef Tested: Index Leader at 5.7x Jev's Price

Cloudflare Clef Tested: Index Leader at 5.7x Jev's Price

Cloudflare's open Clef decision models would top the Decision Index at 61.2 on Cloudflare's own numbers, but cost 5.7 times Jev per token, Clef-flash fails hallucination checks, and 5,354 downloads went to GGUF files missing the decision head.

DeepFilterNet vs RNNoise vs FFmpeg 2026: 9 Tests

DeepFilterNet vs RNNoise vs FFmpeg 2026: 9 Tests

DeepFilterNet3 lifted speech quality on every noise we tested, from keyboard clatter to mains hum, on one CPU core. At its default setting it also removes a music bed almost completely, and the RNNoise inside OBS is the pre-2024 model.

DeepSeek Harness Desktop Tested: What It Uploads

DeepSeek Harness Desktop Tested: What It Uploads

DeepSeek Harness Desktop, a free MIT agent app for Mac and Windows, sends a structured session log with every request on DeepSeek's own model route by default. Our capture test shows what it carries, what it costs, and how to switch it off.

Open TTS Leaderboard: The #1 Voice Clone Is Non-Commercial

Open TTS Leaderboard: The #1 Voice Clone Is Non-Commercial

Hugging Face's new Open TTS Leaderboard puts the 82M-parameter Kokoro first in English. We read every model's license: in the multilingual and voice cloning views the #1 and #2 are non-commercial, and the first model you can ship is Qwen3-TTS at #3.

Best Open-Source AI Video Models, Measured (2026)

Best Open-Source AI Video Models, Measured (2026)

MiniMax H3 drew 150 of the 311 community models built on open video models in September, 48% of the total. Its license excludes the US, the EU, the UK and South Korea. We measured 13 families on adoption, license and ComfyUI support.

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