P-Video-2 Pro (Quality) and P-Video-2 Pro (Speed) by @PrunaAI tie each other for #2 on Design Arena's Image to Video leaderboard with an Elo of 1325. Based on MiniMax H3 by @MiniMax, P-Video-2 Pro (Quality) generates in 8.0 seconds, while P-Video-2 Pro (Speed) has an 4.5-second generation time, placing it on the Pareto frontier of Preference vs Speed. Congratulations to the entire @PrunaAI team!

Today, we open-source v0.2 of P-Q-Image-2.1, two new 6-step LoRA adapters for Qwen-Image-2.1 by @Alibaba_Qwen. The first distillation that removes the prompt-upsampling step! - 𝗛𝗼𝘄 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝘁 𝗶𝘀 𝗶𝘁? Generate or edit images in just 6 steps instead of 40. Use 6-steps for preserving inputs when editing and 6-steps-upsampled for improved visual quality and shorter end-to-end generation. - 𝗛𝗼𝘄 𝗴𝗼𝗼𝗱 𝗶𝘀 𝗶𝘁? 6-step distillation provides improved quality with few generation steps. 6-steps-upsampled is the first distillation that removes the need for a separate prompt-upsampling step. This means 41 to 80 seconds saved, depending on your prompt style. - 𝗛𝗼𝘄 𝗱𝗼𝗲𝘀 𝗶𝘁 𝘄𝗼𝗿𝗸? The LoRA adapters load directly on top of Qwen-Image-2.1, so the pipeline stays unchanged. Few-step distillation cuts the diffusion cost, and the upsampled adapter also removes the prompt-upsampling step before image generation. 🤗 Open Weights: huggingface.co/PrunaAI/P-Q-I… 👉 HF Space: huggingface.co/spaces/PrunaA…

P-Video-2-Pro-Avatar is #1 in overall human ratings, at a fraction of the cost and in seconds. - Quality: #1 of 10 models at 768p - Cost: 7× cheaper, just $0.02/s vs $0.14/s at 480p - Speed: 3× faster, just ~9.7s for a 10s clip at 480p - # 1 for music videos at 768p and #2 at 480p Across both Quality × Price and Quality × Speed, P-Video-2-Pro-Avatar stands out in the high-quality, low-cost, fast-generation region. From UGC ads to music videos, create high-quality talking avatars without compromising on speed or budget. Benchmarked by @RapidataAI. 🧩 API & Playground: buff.ly/OHtx3eM 📚 Documentation: buff.ly/bHQHKV0 📊 P-Bench: buff.ly/Fk54Z2K

𝐓𝐡𝐞 𝐏𝐥𝐚𝐲𝐠𝐫𝐨𝐮𝐧𝐝 𝐢𝐬 𝐛𝐚𝐜𝐤 𝐚𝐧𝐝 𝐛𝐞𝐭𝐭𝐞𝐫 𝐭𝐡𝐚𝐧 𝐞𝐯𝐞𝐫! If you haven’t noticed yet, the Playground is available again, now powered directly by the API. This means: 1) Forget about sharing it with others and being limited 2) No more 5-generation limit -> Use your credits to create as much as you want. Sign up now in the Dashboard, add your payment information, and get $20 in free credits (+100 video generations), with no other commitment required! Start creating in the Playground today: buff.ly/OHtx3eM

Introducing P-Video-2-Pro-Avatar, based on @MiniMax_AI H3 ! Turn a single portrait into a realistic talking video with natural expressions and accurate lip sync. And for launch, it's 50% off for the first two weeks, until November 5 at 18:00 CET! • 𝗣𝗿𝗶𝗰𝗶𝗻𝗴: $0.02/s at 480p · $0.04/s at 768p • 𝗦𝗽𝗲𝗲𝗱: ~0.97 s at 480p · ~2.2 s at 768p per second of output video • 𝗜𝗻𝗽𝘂𝘁: One portrait with a text script or uploaded audio • 𝗩𝗼𝗶𝗰𝗲𝘀: 30 voices across 10 languages • 𝗗𝘂𝗿𝗮𝘁𝗶𝗼𝗻: 1s–3min at 24 fps, in 480p or 768p • 𝗖𝗼𝗻𝘁𝗿𝗼𝗹: Voice delivery, scene motion, seed, and prompt upsampling One image, two ways to bring it to life. Use your own audio or generate speech directly from text. Available via our inference partners @replicate, @eachlabs, @Cloudflare, @scenario_gg, @wavespeed_ai, @WiroAI, Sociaro, @TellersAI, and @togethercompute. 📚 Model docs: docs.api.pruna.ai/guides/mod… 🧩 Try the model through the API or Playground: dashboard.pruna.ai/login

This is directionally consistent with our internal data @cognition. Many tasks within software engineering are now "intelligence saturated." Once any model can do the task well, cost and speed are all that matter.