# Tokenomy.ai

OpenAITools.app のテレメトリ（2026-11-11 検証）によると、Tokenomy.ai（tokenomy.ai）は AI開発者ツールに分類される AI プラットフォームで、月間 5320 の訪問を生み出し、前月比のトラフィック増減は +944（+21.6%）です。主要な地域市場はアメリカ合衆国（トラフィックシェア 63.6%）で、フリーミアムの料金モデルで運営されています。月間ボリューム別の主な競合代替ツールには Maxim AI（月間 12.14万訪問）、Frugal AI（月間 5060 訪問）、Caveman（月間 17.18万訪問）が含まれます。

Tokenomy is a runtime FinOps layer for AI workloads. It meters every model and agent call, enforces budgets inside the request path, routes traffic to the cheapest model that still clears your quality bar, and keeps an effective-dated price record behind every number. It works BYOK across OpenAI, Anthropic, Google, xAI, OpenRouter and Ollama, alongside a set of free public calculators for anyone who just wants to estimate token costs.

## 主なテレメトリと仕様

| 指標 | 値 |
| :--- | :--- |
| ツール名 | Tokenomy.ai |
| ハンドル | tokenomy-ai |
| Status | active |
| Origin | independent |
| Maintenance | active |
| 公式ドメイン | tokenomy.ai |
| ウェブサイト URL | https://tokenomy.ai |
| カテゴリ | AI開発者ツール, AI API, プロンプトエンジニアリング, Large Language Models (LLMs), AI生産性ツール |
| 料金モデル | フリーミアム |
| 月間訪問数 | 5,320 |
| 前月比トラフィック変動 | 944 |
| 前月比成長率 | +21.6% |
| 主要市場 | アメリカ合衆国 |
| 市場シェア | 63.6% |
| ダイレクト訪問 | 2,084 |
| オーガニック検索訪問 | — |
| ソーシャル訪問 | — |
| リファラル訪問 | 524 |
| メール訪問 | 178 |
| レビュースコア | 4.4 |
| 保存数 | 0 |
| 対応プラットフォーム | ウェブサイト |
| 請求プラットフォーム |  |
| 属性 | 機能: ウェブサイト; 料金: 無料 |
| タグ | AI トークン管理, トークン計算ツール, AIコスト見積もりツール, LLM最適化, プロンプトエンジニアリング, トークンカウンター, GPT-4 トークン, Claude トークン, OpenAI API コスト, Anthropic API コスト, AIコスト最適化, API連携, VS Code 拡張機能, CLIツール, LangChain |

## 概要

Tokenomy is a runtime FinOps layer for AI workloads. It meters every model and agent call, enforces budgets inside the request path, routes traffic to the cheapest model that still clears your quality bar, and keeps an effective-dated price record behind every number. It works BYOK across OpenAI, Anthropic, Google, xAI, OpenRouter and Ollama, alongside a set of free public calculators for anyone who just wants to estimate token costs.

## 料金とプラン

Free tier covers all public calculators, simulators, visualizers and the AI Economics Index with no login. Paid plans are indexed to AI spend under management: Starter $9/mo (under $25k/yr spend, metering proxy, budget guard, one workspace, 30-day retention), Pro $39/mo (up to $250k/yr, smart router, caching, Slack alerts, anomaly detection, 12-month retention), Team/Business $499/mo (up to $2M/yr, chargeback exports, SSO, audit logs) and Enterprise from $50k/yr. Tokenomy is BYOK, so model spend is billed to you directly by the providers.

## 主な機能と特長

- **Metering proxy with agent attribution:** Routes and records every LLM and agent call across OpenAI, Anthropic, Google, xAI, OpenRouter and Ollama, attributing cost down to individual steps, tools and workspaces.
- **Budget guard with pre-spend enforcement:** Hard and soft caps evaluated in the request path, with HTTP 402 quota enforcement and Slack alerts so limits trigger before the money leaves your account.
- **Smart routing and failover:** Sends each request to the cheapest model that still satisfies your quality and latency thresholds, and fails over automatically when a provider slows down or errors.
- **Finance-grade chargeback and forecasting:** Gross margin per customer and feature, forecasts with confidence bands, commitment burn-down for cloud and vendor contracts, plus auditable chargeback exports and invoice runs.
- **Free calculators and AI Economics Index:** Public token counters, cost estimators, speed and memory simulators, an energy usage estimator, a prompt visualizer and a periodically refreshed index of model economics, all without an account.

## 主なユースケース

- **Stop runaway LLM bills (Startup CTO / Head of Engineering):** Put a metering proxy and budget guard in front of existing API keys so a runaway agent loop or a viral feature cannot silently burn the month's cloud budget.
- **Attribute AI cost to customers and features (Finance / RevOps lead):** Export chargeback data and per-feature margin so you can see which products and accounts are actually profitable after inference cost.
- **Cut spend with routing and caching (Platform engineer):** Set quality and latency thresholds and let the router downgrade routine traffic to cheaper models, while per-tenant caching removes duplicate prompt cost.
- **Estimate cost before writing code (AI developer):** Use the free token calculator, cost estimator and speed simulator to pick a model and context size that fits the budget for a new feature.

## 強み

- Budgets are enforced in the request path, not reported after the fact
- BYOK design keeps provider spend on your own accounts and avoids markup
- Free public calculators deliver value with no signup
- Covers both engineering concerns (routing, caching, failover) and finance concerns (margin, forecast, chargeback)
- MCP server extends the same governance to ChatGPT, Claude and Cursor agents

## 制約・デメリット

- Self-serve paid entry is $9/mo with a $25k/yr spend ceiling, so larger teams must jump to pricier tiers
- Full value depends on routing traffic through the proxy, which is an added hop in the request path
- Chargeback, SSO and audit logs are gated behind the $499/mo tier
- Some advanced governance features require MCP-aware agent tooling

## よくある質問

### Is Tokenomy free to use?
The public tools — token calculator, cost estimator, speed simulator, memory and energy estimators, prompt visualizer and the AI Economics Index — are free and need no login. The FinOps platform itself starts at $9/mo for solo builders, with higher tiers indexed to AI spend under management.

### Do I need to give Tokenomy my API keys?
It runs BYOK: you connect your own OpenAI, Anthropic, Google, xAI, OpenRouter or Ollama credentials, so provider usage is billed to your own accounts by the providers directly.

### How does budget enforcement actually work?
Budgets are evaluated inside the request path. When a hard cap is reached, the proxy returns an HTTP 402 quota error instead of forwarding the call, and it can also fire Slack alerts as a soft cap approaches.

### What is smart routing?
You define quality and latency thresholds, and the router sends each request to the cheapest model that still clears them, falling back to another provider automatically if performance degrades.

### Does Tokenomy only help engineering teams?
No. It is built for two audiences: engineering teams who own the bill, and finance teams who own margin and forecasting, with chargeback exports, accruals and commitment burn-down for the latter.

### Tokenomy.ai の月間トラフィックと成長トレンドはどうですか？
Tokenomy.ai は現在、月間 5320 の訪問があり、前月比のトラフィック変動は +944（成長率 +21.6%）です。主要な流入市場はアメリカ合衆国（シェア 63.6%）で、月間 2084 のダイレクト訪問と月間 — のオーガニック検索訪問を含みます。

### Tokenomy.ai は無料ですか？料金モデルは何ですか？
Tokenomy.ai はフリーミアムの料金モデルで運営されています。Free tier covers all public calculators, simulators, visualizers and the AI Economics Index with no login. Paid plans are indexed to AI spend under management: Starter $9/mo (under $25k/yr spend, metering proxy, budget guard, one workspace, 30-day retention), Pro $39/mo (up to $250k/yr, smart router, caching, Slack alerts, anomaly detection, 12-month retention), Team/Business $499/mo (up to $2M/yr, chargeback exports, SSO, audit logs) and Enterprise from $50k/yr. Tokenomy is BYOK, so model spend is billed to you directly by the providers. 対応する請求・チェックアウトプラットフォームには未掲載が含まれます。

### 2026年における Tokenomy.ai の最適な代替ツールはどれですか？
OpenAITools.app のカテゴリ別トラフィックと機能の適合性に基づくと、Tokenomy.ai の代替ツールトップ5は次のとおりです: 1. Maxim AI（月間 12.14万訪問）; 2. Frugal AI（月間 5060 訪問）; 3. Caveman（月間 17.18万訪問）; 4. Ollama（月間 942.2万訪問）; 5. Prompt Token Counter（月間 8328 訪問）。

### Tokenomy.ai はどのプラットフォームと主要な AI 機能に対応していますか？
Tokenomy.ai は AI開発者ツール, AI API, プロンプトエンジニアリング, Large Language Models (LLMs) に分類され、以下のプラットフォームに対応しています: ウェブサイト。中核機能のタグには AI トークン管理, トークン計算ツール, AIコスト見積もりツール, LLM最適化, プロンプトエンジニアリング, トークンカウンターが含まれます。

## 代替ツール

| ツール名 | 月間訪問数 | 料金モデル | 比較 |
| :--- | :--- | :--- | :--- |
| [Maxim AI](https://openaitools.app/ja/tool/maxim-ai) | 121,351 | Contact for Pricing, Free Open Source | [比較](https://openaitools.app/ja/compare/maxim-ai-vs-tokenomy-ai) |
| [Frugal AI](https://openaitools.app/ja/tool/frugal) | 5,060 | Free Audit, Contact for Pricing | [比較](https://openaitools.app/ja/compare/frugal-vs-tokenomy-ai) |
| [Caveman](https://openaitools.app/ja/tool/caveman) | 171,826 | フリーミアム、料金は要問い合わせ | [比較](https://openaitools.app/ja/compare/caveman-vs-tokenomy-ai) |
| [Ollama](https://openaitools.app/ja/tool/ollama) | 9,421,973 | Free, Freemium, Paid | [比較](https://openaitools.app/ja/compare/ollama-vs-tokenomy-ai) |
| [Prompt Token Counter](https://openaitools.app/ja/tool/prompt-token-counter) | 8,328 | 無料 | [比較](https://openaitools.app/ja/compare/prompt-token-counter-vs-tokenomy-ai) |
| [nOps](https://openaitools.app/ja/tool/nops) | 97,959 | Usage-based | [比較](https://openaitools.app/ja/compare/nops-vs-tokenomy-ai) |
| [ClearML](https://openaitools.app/ja/tool/clear-ml) | 20,123 | 料金は要問い合わせ | [比較](https://openaitools.app/ja/compare/clear-ml-vs-tokenomy-ai) |
| [APIPark](https://openaitools.app/ja/tool/apipark) | 30,742 | フリーミアム、料金は要問い合わせ | [比較](https://openaitools.app/ja/compare/apipark-vs-tokenomy-ai) |
| [Weights & Biases（CoreWeave Forge）](https://openaitools.app/ja/tool/prompts) | 315,624 | フリーミアム、料金は要問い合わせ、無料 | [比較](https://openaitools.app/ja/compare/prompts-vs-tokenomy-ai) |
| [ManagePrompt](https://openaitools.app/ja/tool/manageprompt) | 233 | Open Source, Free | [比較](https://openaitools.app/ja/compare/manageprompt-vs-tokenomy-ai) |
| [CloudVerse](https://openaitools.app/ja/tool/cloudverse-ai) | 2,692 | 料金は要問い合わせ | [比較](https://openaitools.app/ja/compare/cloudverse-ai-vs-tokenomy-ai) |
| [PromptLayer](https://openaitools.app/ja/tool/promptlayer) | 85,899 | 無料トライアル、料金は要問い合わせ | [比較](https://openaitools.app/ja/compare/promptlayer-vs-tokenomy-ai) |

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出典: https://openaitools.app/ja/tool/tokenomy-ai