Comet API Blog
The CometAPI Blog shares practical guides and updates on mainstream
AI models to help developers get started quickly and integrate them efficiently.
Anthropic Unveils Claude Opus 4.1, Bolstering Coding and Reasoning Capabilities
On August 5, 2025, Anthropic publicly released Claude Opus 4.1, a significant refinement of its flagship Opus 4 model family, aimed at advancing agentic tasks, real-world software engineering, and complex reasoning. This incremental update, which builds on the May debut of Claude Opus 4, delivers higher accuracy on coding benchmarks, extended context handling, and maintains […]
Seedance 1.0: Architecture, Usage and Comparison
Seedance 1.0 marks a watershed moment in AI‑driven content creation, blending state‑of‑the‑art video generation with multi‑modal inputs. Since its unveiling by ByteDance’s Seed team on June 11, 2025, industry watchers have hailed it as a new benchmark for quality, speed, and cost‑effectiveness. What Is Seedance 1.0 and Why Does It Matter? Seedance 1.0 is ByteDance’s first-generation video foundation […]
Can Qwen-Image Model Redefine AI Image Generation and Editing
On August 4, 2025, Alibaba’s Qwen team officially launched Qwen-Image, a 20 billion-parameter multimodal diffusion transformer (MMDiT) foundation model designed to deliver unprecedented fidelity in text-to-image synthesis and precision image editing. This release marks Alibaba’s bold entry into the open-source image generation arena, positioning Qwen-Image as a direct challenger to proprietary systems like OpenAI’s GPT-4o, […]
How to Access GLM-4.5 Series: A Comprehensive Guide
The GLM-4.5 series, developed by Zhipu AI (Z.ai), represents a significant advancement in open-source large language models (LLMs). Designed to unify reasoning, coding, and agentic capabilities, GLM-4.5 offers robust performance across various applications. Whether you’re a developer, researcher, or enthusiast, this guide provides detailed information on how to access and utilize the GLM-4.5 series effectively. […]
Prompt OpenAI’s O3: Best Practices, Applications & Tips
OpenAI’s O3 model represents a significant leap in AI’s ability to adapt to novel tasks, particularly in complex reasoning domains such as mathematics, coding, and science. To harness its full potential, understanding the nuances of prompting is essential. This guide delves into best practices, specific applications, and expert tips to optimize your interactions with O3. […]
O3 Series vs Claude 4: Which is Better
OpenAI’s o3 series and Anthropic’s Claude 4 represent two of the most advanced reasoning-focused AI models available today. As organizations increasingly adopt AI to augment coding, complex problem-solving, and long-context analysis, understanding the nuances between these offerings is critical. Drawing on official release notes, third-party benchmark reports, and industry news, we explore how each model […]
Are There AI Tools like ChatGPT That Can Process Data
AI is no longer confined to chatbots and creative assistants—it’s rapidly becoming a central pillar for processing, analyzing, and extracting insights from complex datasets. Organizations of all sizes are exploring whether tools like ChatGPT can handle not only conversation but also heavy-duty data tasks. In this article, we’ll examine the leading AI offerings, compare their […]
Multi-Image Reference With Flux.1 Kontext: A Step-by-step Guide
Flux.1 Kontext’s “multi-image reference” capability represents a paradigm shift in how AI-driven image editing and generation workflows handle multiple visual inputs. By allowing creators to feed several reference images simultaneously, Flux.1 Kontext can maintain coherent style, pose, and lighting across all inputs—enabling unified batch edits, consistent style transfers, and complex scene compositions. Below, we explore […]
GPT-5 Exposed: Client Hints at OpenAI’s Testing of GPT-5-Auto and GPT-5-Reasoning
In late July 2025, developers inspecting OpenAI’s ChatGPT Agent macOS application uncovered references to two previously unannounced models—GPT-5-Auto and GPT-5-Reasoning—suggesting that the next-generation GPT-5 system has entered an internal testing phase. Configuration files buried in the app’s cache include entries like “gpt-5-reasoning-alpha-2025-07-13” with a parameter “reasoning_effort: high”, indicating a specialized focus on intensive, multi-step reasoning […]
How to Use Echo Writing in Claude
Echo writing is a powerful prompt engineering technique designed to make AI-generated text sound as if it were authored by you. In the context of Anthropic’s Claude AI, echo writing leverages Claude’s advanced natural language understanding and custom styling features to produce outputs that seamlessly mirror your voice, tone, and phrasing. As organizations and individuals […]

Pollo AI API vs CometAPI: Why You Should CometAPI?
As a developer who’s been testing AI API aggregation platforms full-time for the last several months, I treat every integration like a small experiment: measure […]

Is Grok 4 free? — a close look as of August 2025
Grok 4 — the latest flagship model from xAI — is the hot topic in AI circles this summer. Its debut has reignited the competition […]

Midjourney’s HD Video Feature Goes Live A Game-Changer for AI Creatives
Midjourney’s HD video mode goes live — higher fidelity, higher cost, wider availability: Midjourney officially rolled out an HD video mode for its newly introduced […]

Accessing GPT-5 via CometAPI: a practical up-to-step guide for developers
OpenAI’s GPT-5 launched in early August 2025 and quickly became available through multiple delivery channels. One of the fastest ways for teams to experiment with […]

Claude Opus 4.1 vs Grok 4 — Who’s Ahead Today?
In early August 2025 Anthropic shipped Claude Opus 4.1, a focused upgrade aimed at real-world coding, agentic workflows, and multi-step reasoning; at roughly the same […]

Is Claude Better Than ChatGPT for Coding in 2025?
The rapid evolution of AI language models has transformed coding from a manual, time-intensive process into a collaborative endeavor with intelligent assistants. As of August […]
