What AI says about BenchLM | Parse

What AI says about BenchLM

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Data as of Oct 15, 2026Based on 37,074 AI responsesReviewed by Dimitry Apollonsky

AI summary

BenchLM is a platform that benchmarks language models by quality, cost, and context using pricing and runtime data.

Mentioned in

<1%

of 37,074 answers across BenchLM’s markets · since Jul 5

The market map

LLM Agent Frameworks and Tooling

Mentioned in

1LangChain LangGraphMentioned in 67%Avg. position 26.1
2CrewAIMentioned in 48%Avg. position 4.3
3OpenAI Agents SDKMentioned in 32%Avg. position 16.4
4Microsoft Agent FrameworkMentioned in 26%Avg. position 46.8
6AutoGenMentioned in 24%Avg. position 5.4
8LlamaIndexMentioned in 14%Avg. position 27.3
9Microsoft Semantic KernelMentioned in 12%Avg. position 16.3
10TemporalMentioned in 9%Avg. position 6.0
13n8nMentioned in 8%Avg. position 89.0
14Google Agent Development Kit (ADK)Mentioned in 8%Avg. position 59.4
15AnthropicMentioned in 8%Avg. position 5.7
17DifyMentioned in 7%Avg. position 26.1
18Model Context ProtocolMentioned in 7%Avg. position 5.6
19Pydantic AIMentioned in 7%Avg. position 7.8
82BenchLMMentioned in 1%Avg. position 4.3

BenchLM in AI’s own words

Question: We are evaluating open-source vs. closed-source LLMs. Who offers performance vs. cost benchmarks?

Google AI ModeSep 29, 2026

BenchLM.ai : Provides dedicated price vs. performance charts that explicitly highlight efficiency frontiers

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How often AI mentions BenchLM

Share of answers in LLM Agent Frameworks and Tooling each week · 1,199 answers since Jul 5

Aug 21SepOct 9

Mentions by AI engine

Each engine’s share of its own answers across BenchLM’s markets · since Jul 5

ChatGPT Search<1%
Google AI Mode

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