Data analysis is one of AI's strongest use cases. We tested ChatGPT Advanced Data Analysis, Claude Artifacts, Gemini, and NotebookLM across 10 dataset types.
Research
14 tools reviewed
Academic research is being transformed by AI. We tested Perplexity Pro, Elicit, and Scispace across literature review, citation accuracy, and paper analysis.
AI research assistants promise to accelerate literature review, data synthesis, and citation management. We tested Perplexity Pro, Elicit, Scispace, and Google NotebookLM across real research workflows.
Hands-on review of Claude Science — Anthropic's AI workbench for scientists with 60+ pre-configured skills for genomics, proteomics, cheminformatics, and structural biology.
Comprehensive Consensus AI review covering citation features, study summaries, evidence ratings, GPT-4 integration, pricing tiers, and how it differs from Perplexity and Google Scholar for academic research.
Gemini 2.5 Pro offers 1M+ context window and Deep Research mode. We test reasoning benchmarks, Google ecosystem integration, and whether it beats o3 Pro and Claude 4 Opus.
Hands-on Mole deep research agent review 2026 — we installed the Go binary, ran budget-enforced research sessions against local CSV data, and verified the quote-checking, crossings audit, and privacy boundary claims. Pricing: free, self-hosted, bring your own API keys.
Advanced NotebookLM research techniques for professionals — source chaining, cross-notebook analysis, Audio Overviews for deep research, and undocumented power features.
Perplexity Deep Research generates comprehensive reports with verified citations. We test Pro Search, source quality, pricing, and compare to Gemini Deep Research and ChatGPT.
Honest Perplexity Pro review with head-to-head testing against Google Search. Benchmark scores, Pro Search deep dive, and whether $20/mo is worth it for researchers.
Perplexity Spaces 2026评测:团队知识库功能深度测试。搜索结果分享、权限管理、自定义指令、定价和竞品对比全解析。
Three AI-powered search engines go head-to-head. We tested Perplexity Pro Search, ChatGPT Search (with Deep Research), and Gemini Search across speed, accuracy, depth, and real-world research scenarios.
PRAXIST is an autonomous research system that turns an already-runnable project with a measurable objective into a continuous, evidence-driven research run — parallel research peers explore competing hypotheses, task-owned evaluators convert results into structured evidence, and a planning panel synthesizes that evidence into the next generation's agenda. It shipped on August 27, 2026 and hit 4,500+ GitHub stars in four days, backed by an arXiv paper (2608.25955) and a Fair Source License that stays free for organizations under $1M annual revenue.
Deep review of Scite.ai covering Smart Citations, citation context classification, Assistant dashboard, browser extension, pricing, and how it transforms the research workflow.