# LLM Abacus

> LLM Abacus — com-llmabacus-pricing. Use this tool when you need to compare pricing for multiple Large Language Models (LLMs) and estimate costs based on token usage. It solves the problem of navigating complex pricing structures across 40+ LLMs, including Chinese models, and provides up-to-date pricing information in English and Chinese. The tool takes token estimates as input and outputs cost comparisons to help inform LLM selection and budgeting decisions.

Canonical page: https://skillsregistry.net/skills/com-llmabacus-pricing  
JSON: https://api.skillsregistry.net/v1/skills/com-llmabacus-pricing

## Description

Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from tokens. EN/zh.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-02

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.llmabacus%2Fpricing)

## Use it

MCP endpoint published by the skill: `https://llmabacus.com/api/mcp`

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "com-llmabacus-pricing"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/com-llmabacus-pricing` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/com-llmabacus-pricing/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt