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What AI says about Chatbot Arena

Data as of Oct 13, 2026Based on 36,580 AI responsesReviewed by Dimitry Apollonsky

LM Arena AI is a no-code/low-code platform that lets users build a range of web apps and experiences, including landing pages, dashboards, browser games, full-stack apps, and storefronts. Inputs are processed by third-party AI providers to generate outputs, with templated or customizable builds. It also features gamified community elements like a chat leaderboard and battle mode, and it cautions users about privacy, including potential sharing of conversations with AI providers.

Chatbot ArenaThis page<1%

Products

Chatbot Arena<1%

Chatbot Arena<1%

Mentioned in

<1%

of AI answers about Chatbot Arena and its rivals. Since Jul 5

The market map

LLM Agent Frameworks and Tooling

Chatbot Arena in AI’s own words

Question: I am planning to crowdsource RLHF data. Who manages crowd teams for preference ranking?

Google AI ModeJul 27, 2026

Chatbot Arena has been used as a source for crowdsourced preference data.

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How often AI mentions Chatbot Arena

LLM Agent Frameworks and Tooling

Aug 19SepOct 7

Mentions by AI engine

Since Jul 5

ChatGPT Search<1%
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Other brands in LLM Agent Frameworks and Tooling

Rank

LangChain#1
CrewAI#2

See where AI recommends Chatbot Arena

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Mentioned in

1LangChain LangGraphMentioned in 68%Avg. position 26.9
2CrewAIMentioned in 49%Avg. position 4.3
3OpenAI Agents SDKMentioned in 32%Avg. position 16.9
4Microsoft Agent FrameworkMentioned in 26%Avg. position 49.5
5AutoGenMentioned in 24%Avg. position 5.4
8LlamaIndexMentioned in 14%Avg. position 28.2
9Microsoft Semantic KernelMentioned in 12%Avg. position 17.1
10TemporalMentioned in 9%Avg. position 6.0
13n8nMentioned in 8%Avg. position 97.1
13Google Agent Development Kit (ADK)Mentioned in 8%Avg. position 62.6
15AnthropicMentioned in 7%Avg. position 5.7
15Pydantic AIMentioned in 7%Avg. position 7.8
18Model Context ProtocolMentioned in 6%Avg. position 5.4
18PostgreSQLMentioned in 6%Avg. position 8.5
40Chatbot ArenaMentioned in 2%Avg. position 4.1

Where Chatbot Arena ranks in AI

LLM Agent Frameworks and Tooling#40

RLHF Data Collection & Training Platforms#101

Pools, Spas & Swim Gear

Athletic training swimwear

Question: I'm looking for a way to evaluate the cost-performance tradeoff of different LLMs for a specific task. What is the best model router or evaluation platform?

Google AI ModeJul 7, 2026

Chatbot Arena by LMSYS (Best for Subjective Quality): Uses human blind votes to rank models.

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<1%

Named first6%
2nd or 3rd50%
Later44%

OpenAI

#7

LlamaIndex#8

Anthropic#15

Sources AI cites

lmarena.ai 30%Other sites 70%

Topics where AI mentions Chatbot Arena

TopicMentioned inRank

RLHF preference ranking data managementRLHF Data Collection & Training Platforms2%#30

Mentioned in
We need to evaluate model providers for coding, research, planning, and enterprise automation. What comparison tools exist?20%
We are evaluating open-source vs. closed-source LLMs. Who offers performance vs. cost benchmarks?20%
Which tools compare model quality, latency, cost, and safety across dozens of LLM providers?5%
Which startups are building the infrastructure around new AI labs: evals, data, inference, memory, and safety?4%
I'm looking for a way to evaluate the cost-performance tradeoff of different LLMs for a specific task. What is the best model router or evaluation platform?2%
Excerpts where Chatbot Arena appeared in the AI's answer
Google AI Mode Google AI Mode
Chatbot Arena by LMSYS (Best for Subjective Quality): Uses human blind votes to rank models.
Who are the leading firms in the optimization of large language models?5%