The Agent Reality Index

The agents people actually use

Ranked by a blend of seven real-world signals — demand, adoption, authority, usage, production-readiness, community and momentum. Not GitHub stars. Not vendor hype.

92tools ranked4categoriesJuly 2026updated
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Four categories

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92 tools, ranked on real-world use — pick where you're building.

Frameworks 25 tools #1 LangChain 82.5 View ranking Low-Code Platforms 25 tools #1 n8n 79.9 View ranking Coding Agents 25 tools #1 Claude Code 84.6 View ranking Autonomous Assistants 17 tools #1 OpenClaw 73.1 View ranking

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The rankings

Top tools, by category

Ranked by six real-world signals. Click any tool for its full breakdown.

Movers this month
Gumloop ▲6MetaGPT ▲4Microsoft Copilot Studio ▲3Zapier Agents ▲3Gemini Code Assist ▲3 Stack AI ▼8ChatDev ▼7Voiceflow ▼4Bolt ▼3Make ▼2
Demand-ledDev favouriteWidely citedHeavily usedCommunity-drivenFast-risingProduction-ready

Frameworks

View all 25 →
1 LangChain Widely cited 82.5 2 LangGraph Demand-led 67.4 3 LlamaIndex Widely cited 64.4 4 CrewAI Dev favourite 60.1 5 Haystack Demand-led 58.0 6 Microsoft AutoGen Widely cited 56.4 7 Spring AI Widely cited 55.5 8 Google ADK Heavily used 54.3

Low-Code Platforms

View all 25 →
1 n8n Widely cited 79.9 2 Lovable◇ Widely cited 77.0 3 Replit◇ Demand-led 72.6 4 Make◇ Widely cited 71.1 5 Microsoft Copilot Studio◇ Widely cited 62.5 6 Dify Widely cited 62.0 7 Lindy◇ Demand-led 60.9 8 Relevance AI◇ Heavily used 60.2

Coding Agents

View all 25 →
1 Claude Code Widely cited 84.6 2 Cursor◇ Widely cited 81.4 3 GitHub Copilot◇ Widely cited 78.9 4 Google Antigravity◇ Demand-led 73.2 5 Gemini CLI Demand-led 66.6 6 OpenAI Codex CLI Widely cited 63.8 7 Devin◇ Demand-led 61.8 8 Warp◇ Widely cited 59.7

Autonomous Assistants

View all 17 →
1 OpenClaw Fast-rising 73.1 2 Manus◇ Widely cited 59.5 3 Browser Use Dev favourite 56.7 4 Genspark◇ Widely cited 56.6 5 Jan Demand-led 55.3 6 AutoGPT Dev favourite 51.0 7 AgentGPT Production-ready 40.6 8 Agent Zero Community-driven 38.1
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Why the numbers — anatomy of a score

Claude Code · 84.6/100
Market demand 93
Developer adoption 73
Authority & mentions 100
Real usage 81
Production-readiness 49
Community 50
Momentum 69

Seven signals, weighted — market demand heaviest, then adoption and authority. Closed-source tools (like Cursor) have no public repo, so they are scored on demand and authority — referring domains, backlinks and mentions — not code metrics.

Full methodology → See the positioning maps →
Common questions

Agent Reality Index — frequently asked questions

What is the Agent Reality Index?

The Agent Reality Index ranks 92 AI agent tools across 4 categories by real-world signals rather than GitHub stars or vendor opinion. It blends market demand, developer adoption, authority, real usage, momentum, production-readiness, and community into a single 0–100 score, and is refreshed monthly (last updated 1 July 2026).

How is the index scored?

Each tool gets a 0–100 score from seven weighted signals: market demand (weighted most heavily), developer adoption, authority (referring domains, backlinks and mentions), real usage, production-readiness, community, and momentum. One weight profile applies to every tool, renormalised over the signals it has — so closed-source tools are scored on demand and authority, not demand alone. The methodology page documents the full weighting.

Why does it rank by demand instead of GitHub stars?

GitHub stars measure popularity among developers who use GitHub, not real-world adoption — they can be inflated and never decay. The index leads with how much a tool is actually searched for and asked about inside AI tools, which tracks genuine usage far better than a star count.

How often is the Agent Reality Index updated?

It is rebuilt monthly from fresh data, so rankings move as demand, adoption, and usage shift. The current edition was last updated 1 July 2026.

What categories of agent tools does it cover?

The index sorts tools into 4 categories — Frameworks, Low-Code Platforms, Coding Agents, Autonomous Assistants — each with its own ranked board.

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