Research AI Tools Five-Dimension Score Matrix
56 Research AI tools scored on quality, features, usability, performance and value, plus the overall AirecMark score. Row order: score.overall desc. Scores as of 2026-09-17.
56 tools listed
Scores as of 2026-09-17 • AirecMark archive dataChatGPT
General-purpose reasoning assistant
Claude
Anthropic's AI assistant with Artifacts, Projects and extended thinking
Gemini
Google's multimodal assistant with Workspace integration
Perplexity
Deep research answer engine with citations
Semantic Scholar
Free AI-powered literature discovery graph across 238M+ papers
Poe
Multi-model AI chat platform — access GPT, Claude, Gemini and more from one subscription.
OpenAlex
Open scholarly index and API cataloguing the global research system
DeepWiki
Auto-generated, conversational documentation wikis for GitHub repositories
NotebookLM
Source-grounded research notebook
Elicit
AI research assistant for evidence review across 125M+ papers
DeepSeek
Open reasoning models with aggressive API pricing
Metaso
Ad-free Chinese AI search with deep research and file Q&A
Tavily
Search API optimized for LLM agents and RAG pipelines
STORM
Stanford system generating Wikipedia-style articles with citations
Firecrawl
Web crawl and scrape API that outputs LLM-ready data
Paperguide
Literature review, paper reading and citation workspace for researchers
Kagi Assistant
Privacy-first search bundled with an ad-free AI assistant
Qwen Chat
Alibaba's free multimodal chat across the Qwen family
SciSpace
AI copilot for reading and understanding scientific literature
Exa
Neural web search API built for AI applications and agents
SciSummary
Fast paper summarization and figure analysis for scientists
Phind
Answer engine optimized for technical and coding questions
Undermind
Deep literature-search agent that reads hundreds of papers per query
Doubao
ByteDance free multimodal AI assistant
ResearchRabbit
Citation-graph literature discovery that is free forever
ERNIE Bot
Baidu free AI assistant with ERNIE 4.5 and X1
ChatGLM
Zhipu AI free chat with GLM-family models
Consumer AI assistant with GPT frontier access and image creation
Kimi
Moonshot AI agent workspace with 1M-token context
Komo
Ad-free AI search with focus modes and daily free credits
Genspark
All-in-one AI agent workspace and answer engine
AnswerThis
Paper Q&A and systematic-review assistant over 250M+ papers
Le Chat
Mistral's European assistant with custom agents
You.com
Customizable AI search and research agent platform with an API-first business
Grok
xAI assistant with real-time X and web data
AlphaSense
Market intelligence search across filings, transcripts and expert calls
Litmaps API
Citation-network maps as data: Litmaps for workflows and integrations
Brave Search API
Independent index search API with LLM endpoints
Litmaps
Citation-map literature discovery with alerts
Researcher.Life
All-in-one research assistant: literature discovery, writing and publication support
Unusual Whales
Options flow, dark pool and politician trade data with AI analysis
Inciteful
Free open-access citation-network search and analysis
Quartr
Earnings call and company event data infrastructure with AI summaries
Scite
Smart citations that classify supporting vs contrasting evidence
Keenious
Literature discovery from your own writing, in real time
HuggingChat
Free open-source model chat by Hugging Face
Morphic
Open-source AI answer engine
Otio
AI research workbench with multi-model chat
Andi
Ad-free private search with AI answers
Consensus
Academic evidence search engine
Connected Papers
Visual similarity graphs for academic fields
MiniMax
Multimodal AI with M3 architecture and 1M context
Scholarcy
Paper summarizer that builds searchable summary cards
Paperpal
Academic writing assistant with submission checks
Open-source AI search engine (renamed Vane)
Fintool
SEC filing and earnings AI analysis
Five-dimension score matrix
| # | Tool | Overall | Quality | Features | Usability | Performance | Value |
|---|---|---|---|---|---|---|---|
| #1 | ChatGPT | 90.9 | 93 | 94 | 94 | 86 | 88 |
| #2 | Claude | 88.9 | 94 | 88 | 92 | 86 | 84 |
| #3 | Gemini | 88.5 | 89 | 88 | 91 | 85 | 90 |
| #4 | Perplexity | 88.4 | 91 | 88 | 92 | 86 | 85 |
| #5 | Semantic Scholar | 87.5 | 86 | 82 | 88 | 86 | 96 |
| #6 | Poe | 87.1 | 86 | 90 | 88 | 84 | 88 |
| #7 | OpenAlex | 87 | 86 | 84 | 82 | 86 | 96 |
| #8 | DeepWiki | 85.4 | 85 | 76 | 90 | 83 | 94 |
| #9 | NotebookLM | 85.2 | 88 | 78 | 88 | 82 | 90 |
| #10 | Elicit | 84.8 | 88 | 86 | 88 | 84 | 78 |
| #11 | DeepSeek | 84.7 | 86 | 80 | 80 | 84 | 92 |
| #12 | Metaso | 84.5 | 82 | 78 | 88 | 84 | 92 |
| #13 | Tavily | 84.5 | 86 | 84 | 84 | 86 | 82 |
| #14 | STORM | 84.4 | 84 | 78 | 84 | 82 | 94 |
| #15 | Firecrawl | 84.2 | 88 | 86 | 84 | 84 | 78 |
| #16 | Paperguide | 84.1 | 83 | 84 | 86 | 82 | 86 |
| #17 | Kagi Assistant | 83.9 | 86 | 82 | 88 | 86 | 78 |
| #18 | Qwen Chat | 83.7 | 84 | 82 | 82 | 82 | 88 |
| #19 | SciSpace | 83.5 | 84 | 82 | 86 | 82 | 84 |
| #20 | Exa | 83.2 | 86 | 84 | 78 | 86 | 80 |
| #21 | SciSummary | 83.2 | 80 | 74 | 88 | 84 | 92 |
| #22 | Phind | 82.8 | 82 | 76 | 90 | 86 | 82 |
| #23 | Undermind | 82.6 | 88 | 82 | 84 | 82 | 76 |
| #24 | Doubao | 82.2 | 78 | 78 | 82 | 78 | 96 |
| #25 | ResearchRabbit | 82.1 | 80 | 78 | 86 | 82 | 86 |
| #26 | ERNIE Bot | 81.5 | 78 | 76 | 80 | 78 | 96 |
| #27 | ChatGLM | 81.5 | 78 | 76 | 80 | 78 | 96 |
| #28 | Microsoft Copilot | 81.4 | 80 | 80 | 84 | 80 | 84 |
| #29 | Kimi | 81.3 | 84 | 82 | 82 | 80 | 78 |
| #30 | Komo | 81.3 | 80 | 76 | 86 | 82 | 84 |
| #31 | Genspark | 80.9 | 82 | 80 | 84 | 79 | 80 |
| #32 | AnswerThis | 80.8 | 84 | 82 | 84 | 82 | 72 |
| #33 | Le Chat | 80.8 | 82 | 80 | 82 | 80 | 80 |
| #34 | You.com | 80.8 | 80 | 78 | 88 | 84 | 76 |
| #35 | Grok | 80.5 | 84 | 80 | 82 | 82 | 74 |
| #36 | AlphaSense | 80.3 | 90 | 88 | 76 | 82 | 62 |
| #37 | Litmaps API | 80.3 | 80 | 76 | 82 | 80 | 84 |
| #38 | Brave Search API | 80.2 | 82 | 80 | 78 | 82 | 78 |
| #39 | Litmaps | 80.2 | 80 | 78 | 84 | 80 | 80 |
| #40 | Researcher.Life | 79.9 | 79 | 80 | 84 | 80 | 78 |
| #41 | Unusual Whales | 79.9 | 84 | 86 | 78 | 80 | 70 |
| #42 | Inciteful | 79.7 | 74 | 72 | 80 | 78 | 96 |
| #43 | Quartr | 79.7 | 86 | 83 | 80 | 80 | 68 |
| #44 | Scite | 79.7 | 84 | 80 | 82 | 82 | 70 |
| #45 | Keenious | 79.6 | 78 | 74 | 86 | 80 | 82 |
| #46 | HuggingChat | 79.3 | 74 | 72 | 80 | 76 | 96 |
| #47 | Morphic | 78.6 | 74 | 72 | 78 | 76 | 94 |
| #48 | Otio | 78.6 | 78 | 78 | 82 | 78 | 78 |
| #49 | Andi | 77.9 | 72 | 66 | 82 | 76 | 96 |
| #50 | Consensus | 77.8 | 80 | 74 | 84 | 80 | 72 |
| #51 | Connected Papers | 77.7 | 76 | 72 | 82 | 78 | 82 |
| #52 | MiniMax | 77.6 | 78 | 78 | 78 | 78 | 76 |
| #53 | Scholarcy | 77.4 | 78 | 74 | 82 | 78 | 76 |
| #54 | Paperpal | 77.1 | 78 | 76 | 80 | 78 | 74 |
| #55 | Perplexica (Vane) | 77 | 74 | 72 | 70 | 74 | 94 |
| #56 | Fintool | 73.6 | 76 | 74 | 76 | 74 | 68 |