Step-DeepResearch is a 320B-parameter open-source model that autonomously explores information and generates professional reports in open environments. Its research capabilities rival top commercial models like OpenAI o3-mini, yet deployment costs are one-tenth of traditional models, with per-call costs under ¥0.5.....
Google introduces a deep research assistant powered by Gemini 3 Pro, evolving from a report-writing tool to an autonomous research agent with long-term reasoning and complex data analysis capabilities, capable of processing and condensing vast information for more detailed and accurate reports.....
Google launches Gemini Deep Research, powered by Gemini 3 Pro, to generate high-quality reports and offers its advanced research capabilities to developers via the Interactions API for integration into third-party apps, accelerating the shift toward an 'agentic AI' era.....
Apple's vision reasoning paper submitted to ICLR 2025 claimed to surpass GPT-5, but was exposed by researchers who replicated the study, revealing serious issues: the official code lacked an image input module, and after fixing it, the accuracy dropped sharply;抽查 found that 30% of the annotated data had errors. The author team hastily closed issue reports on GitHub before finally admitting flaws in the data generation process. This incident exposed flaws in the paper review mechanism and raised concerns in the academic community about the reproducibility of AI research. (140 characters)
An intelligent writing tool that helps write academic papers and research reports.
Reduce document search time and obtain answers from research reports, company documents, etc.
Perplexity Deep Research is a powerful research tool that can quickly complete in-depth research and generate reports.
AI-powered virtual assistant providing in-depth company research reports.
Anthropic
$105
Input tokens/M
$525
Output tokens/M
200
Context Length
Google
$0.7
$2.8
1k
Moonshot
$4
$16
256
Alibaba
$54
$163
Tencent
$1
32
-
Baidu
Openai
$8.75
$70
400
Bytedance
$0.8
$8
Chatglm
128
Xai
$21
$140
$280
$0.5
$2
224
prithivMLmods
Fathom-DeepResearch is a dual-model intelligent system composed of Fathom-Search-4B and Fathom-Synthesizer-4B. It is optimized for long-term network search, evidence verification, and generating reports rich in references. This system achieves the optimal performance of open-source weights in search-intensive tasks, surpassing multiple closed-source deep research agents.
PaddlePaddle
A high-precision layout area positioning model trained on a self-built dataset of Chinese and English papers, magazines, and research reports based on RT-DETR-H.
TriadParty
Deepmoney is a large language model focused on the financial investment domain, trained on high-quality research reports and financial knowledge, aiming to provide professional investment analysis and decision-making support.
nlpaueb
SEC-BERT is a series of BERT models tailored for the financial domain, trained on 10-K annual reports from the U.S. Securities and Exchange Commission (SEC), supporting financial natural language processing research and fintech applications.
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
The MCP Server for Deep Research is a tool designed for researching complex topics, providing a complete research process from question refinement, sub - question generation to report writing, helping users systematically explore questions and generate structured reports.
Intelligent stock data service based on Model Context Protocol, providing real-time quotes, fundamental analysis, news, and in-depth research reports driven by AI for A-shares, Hong Kong stocks, and US stocks
OpenDeepSearch is an open - source research tool and an alternative to Perplexity Deep Research. It provides in - depth search and research capabilities through the Model Context Protocol (MCP). It can break down complex problems into sub - problems, perform multiple rounds of searches using the Brave Search API, analyze the results, and generate structured research reports. It supports citation of sources and can be integrated into MCP clients such as Claude Desktop and Cursor.
DeepRe is a Deno-based AI-driven CLI tool that automatically generates in-depth research reports using Google Gemini API. It supports multi-round iterative research and automatic evaluation, and outputs structured Markdown reports.
Web3 Research MCP is a localized in - depth cryptocurrency research tool that supports data acquisition from multiple sources such as CoinGecko and CoinMarketCap, automatically generates structured research reports, and tracks research progress.
Open Deep Research MCP Server is an AI - driven deep research assistant that conducts iterative deep research by combining search engines, web scraping, and AI technology to generate comprehensive reports. It supports two usage methods: MCP protocol and CLI, and has functions such as reliability assessment, scope control, and automatic generation of follow - up questions.
An MCP server for accessing the digital resources of the French National Library's Gallica, supporting search and automatic generation of research reports
DeepRe is a Deno-based CLI tool that automatically generates in-depth research reports using the Google Gemini API, supporting Japanese and Markdown output.
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