BenchLM

benchlm.ai

BenchLM is a B2B platform that provides transparent benchmarking and comparison data for large language models (LLMs). It tracks hundreds of AI models across diverse categories, including coding, reasoning, and agentic workflows, offering head-to-head evaluations based on quality, cost, and performance metrics. The service supports enterprise decision-making by delivering real-time pricing trends, speed dashboards, and comprehensive scoring methodologies to help organizations select optimal AI solutions.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count. 

How to get LLM mention data →
// Fetch BenchLM mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "BenchLM",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]