CodeSOTA is an open-source AI benchmark registry and API that tracks state-of-the-art performance across nine capability areas, including vision, code, agents, and robotics. The platform aggregates dated, sourced model scores from research papers and leaderboards to provide a verifiable, machine-readable reference for selecting the best AI models for specific tasks. It offers both human-readable dashboards and callable JSON endpoints to support data-driven model evaluation.

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 CodeSOTA mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "CodeSOTA",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]