Best Ligand Complex AI Tools & Models - Premium Ligand Complex News

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Multiscale Deep Generative Model NeuralPLexer: Predicting Protein-Ligand Complex Structures

Recently, scientists published a study on protein-ligand complex structure prediction in the journal 'Nature Machine Intelligence'. The new method, NeuralPLexer, predicts structures using deep generative models with only the protein sequence and ligand molecule graph as input. NeuralPLexer leverages a multiscale deep learning system to enhance prediction success rates and is expected to play a significant role in drug discovery. This research provides insights for exploring the field of protein-ligand complex structure prediction.

7.2k 14 hours ago

Multiscale Deep Generative Model NeuralPLexer: Predicting Protein-Ligand Complex Structures

Google's AlphaFold Model Achieves Major Breakthrough in Predicting Biological Molecules and Ligand Structures

The latest version of AlphaFold can predict the structures of proteins, nucleic acids, and molecules containing PTM, achieving high-accuracy atomic-level predictions for ligands, proteins, and nucleic acids. It significantly surpasses earlier versions in antibody-binding-related issues and is capable of predicting protein-ligand structures more quickly and accurately, aiding in the understanding of complex biological mechanisms and accelerating medical applications.

6.6k 14 hours ago

Google's AlphaFold Model Achieves Major Breakthrough in Predicting Biological Molecules and Ligand Structures

Models

GPT-4.1 mini

Openai

$2.8

Input tokens/M

$11.2

Output tokens/M

Context Length

GPT-5 Codex

Openai

Input tokens/M

Output tokens/M

Context Length

Claude 3 Opus

Anthropic

$105

Input tokens/M

$525

Output tokens/M

200

Context Length

Claude Sonnet 4.5

Anthropic

$21

Input tokens/M

$105

Output tokens/M

200

Context Length

qwen3-vl-235b-a22b-thinking

Alibaba

Input tokens/M

$20

Output tokens/M

Context Length

qwen3-coder-plus

Alibaba

Input tokens/M

$16

Output tokens/M

Context Length

qwen3-max

Alibaba

Input tokens/M

$24

Output tokens/M

256

Context Length

qwen3-vl-plus

Alibaba

Input tokens/M

$10

Output tokens/M

256

Context Length

qwen-image-plus

Alibaba

Input tokens/M

Output tokens/M

Context Length

qwen3-livetranslate-flaltimeash-re-2025-09-22

Alibaba

Input tokens/M

$240

Output tokens/M

Context Length

Kimi-K2

Moonshot

Input tokens/M

$16

Output tokens/M

256

Context Length

Doubao-SeedEdit-3.0-i2i

Bytedance

Input tokens/M

Output tokens/M

Context Length

Qianfan-VL-70B

Baidu

Input tokens/M

Output tokens/M

Context Length

Qianfan-VL-8B

Baidu

Input tokens/M

Output tokens/M

Context Length

Grok Code Fast 1

Xai

$1.4

Input tokens/M

$10.5

Output tokens/M

256

Context Length

qwen-deep-research

Alibaba

$54

Input tokens/M

$163

Output tokens/M

Context Length

Hunyuan-T1-latest

Tencent

Input tokens/M

Output tokens/M

Context Length

DeepSeek-V3.1

Deepseek

Input tokens/M

$12

Output tokens/M

128

Context Length

qwen-vl-max

Alibaba

$1.6

Input tokens/M

Output tokens/M

128

Context Length

Qwen3-30B-A3B-Instruct-2507

Alibaba

$0.75

Input tokens/M

Output tokens/M

256

Context Length

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