LLM API News

News and updates about LLM APIs

GPT-5.4 vs GPT-5.3 Codex Programming Capability Practical Comparison: 6 Benchmark Tests Reveal Which is the Strongest Programming Model

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Author's Note: An in-depth comparison of GPT-5.4 and GPT-5.3 Codex programming capabilities, featuring benchmark data from SWE-Bench, Terminal-Bench, and 4 other tests to help you choose the best programming model. GPT-5.4 has just been released, and the first question on many developers' minds is: Do I still need GPT-5.3 Codex? After all, GPT-5.4 is touted … Read more

Master the latest GPT-5.4 intelligence: 2 million Token context window, full-resolution vision, and March release timeline

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Author's Note: Deep Dive into GPT-5.4 Leaks: 2M Token Context Window, Full-Resolution Image Processing, Codename Galapagos Appears in Arena Testing, Expected Release by End of March 2026 GPT-5.3 Instant just launched on March 3rd, and OpenAI posted a cryptic message on their official X account: "5.4 sooner than you think". Shortly after, a mysterious model … Read more

Nano Banana 2 Launches on Gemini App: Default 2K Resolution + Significant Text Rendering Improvement

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Author's Note: The Nano Banana 2 image generation model has officially arrived on the Gemini app. With the default resolution bumped up to 2K and text rendering that outshines Nano Banana Pro, here's our hands-on review and API guide. At 9 PM Beijing time on February 26, 2026, Nano Banana 2 made its debut on … Read more

Gemini 3.1 Pro vs. Claude Opus 4.6 Comprehensive Comparison: 13 Benchmarks Tell You Which to Choose

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Author's Note: An in-depth comparison of Gemini 3.1 Pro and Claude Opus 4.6 across 13 dimensions, including reasoning, coding, multimodality, and pricing. Includes scenario recommendations and an API access guide. In February 2026, the AI model landscape hit a real "turning point"—no single model can completely crush the competition anymore. Google's Gemini 3.1 Pro, released … Read more

gemini-3.1-pro-preview vs customtools: 6 key differences to help you choose the right Agent model

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gemini-3.1-pro-preview and gemini-3.1-pro-preview-customtools are two model endpoints released by Google on the same day. While they share the same pricing and reasoning capabilities, their behaviors are night and day. This article compares the differences across 6 key dimensions to help you make the right choice for your Agent development. Core Value: By the end of … Read more

Claude 5 Latest News: A Preview of the 6 Core Highlights of the Upcoming Sonnet 5 Fennec

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Has Claude 5 been released? According to multiple leaks in early February 2026, Claude Sonnet 5 (codename Fennec) is just around the corner. Leaked benchmarks suggest its SWE-Bench score might break the 80% barrier. Based on public leaks, here's a forward-looking analysis of this highly anticipated model. Key Takeaway: A 3-minute guide to the Claude … Read more

In-depth Analysis of Kosmos AI Scientist: An Autonomous Discovery System Completing 6 Months of Research in 1 Day

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Long research cycles, tedious literature analysis, and time-consuming hypothesis validation are universal challenges for researchers. Kosmos AI, introduced by FutureHouse and Edison Scientific, is an Autonomous AI Scientist System capable of completing six months of traditional research work in just 12 hours, completely revolutionizing data-driven scientific discovery. Core Value: In this article, you'll learn about … Read more

OpenClaw IM Integration Comparison: Telegram vs Lark Complete Evaluation Guide

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Author's Note: A deep dive into OpenClaw's integration performance on Telegram vs. Lark (Feishu) to help you pick the best IM platform for your AI assistant. OpenClaw is the hottest open-source AI Agent gateway of 2026, supporting unified access for 12+ major IM platforms. In this post, we'll compare Telegram and Lark across API openness, … Read more

MoltBot Configure API Proxy: 3-Step Complete Tutorial to Access Claude Opus and Other Models

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Want to connect MoltBot to Claude Opus 4.5 or other Large Language Models but aren't sure how to configure an API proxy? This guide will walk you through the MoltBot Multi-Provider configuration step-by-step, allowing your AI assistant to connect to multiple model services simultaneously for smart switching and disaster recovery. Core Value: By the end … Read more

Understand MoltBot in 5 Minutes: Complete User Guide for the 60,000 Star Open Source AI Assistant

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Want an AI assistant that can actually get things done? MoltBot is exactly that—an open-source project that doesn't just chat; it operates your system, browses the web, and manages files. It's basically "Claude with hands." In this post, we'll walk you through everything from installation and deployment to daily use. Core Value: By the end … Read more