ModelCostWatch

modelcostwatch.com

ModelCostWatch is an AI cost management platform that provides a centralized directory for comparing LLM API pricing across multiple providers. It enables engineering and product teams to estimate per-request, monthly, and annual spend using real-world workload simulations before deploying features. The tool also tracks provider price changes to help organizations monitor and protect their margins against unexpected cost increases.

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