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What is Tokonomics?

Tokonomics functions as a crucial cost management solution that links your application with multiple LLM providers. With a simple modification to a URL, you can gain access to real-time expense tracking, receive budget alerts, and enforce stringent spending ceilings across platforms including OpenAI, Anthropic, DeepSeek, Google Gemini, Mistral, Groq, and others. To get started, you merely need to replace your existing LLM base URL with Tokonomics while keeping your current code intact. Every API call is thoroughly logged, detailing token consumption, precise cost in 8-decimal USD, response duration, and customized tags that help attribute expenses to specific teams or features. Key features of Tokonomics include: - Alerts for budget limits sent via email, Slack, or Teams - Mandatory spending caps that halt further requests once the monthly budget is exhausted - An analytics dashboard that offers detailed insights into spending categorized by model, daily trends, and potential savings - Support for BYOK (Bring Your Own Keys) with secure AES-256 encryption - Rate limiting for each API key to effectively control usage - Broad compatibility with various programming languages and HTTP clients, such as PHP, Python, Node.js, Go, and Ruby, ensuring flexibility for developers. Moreover, Tokonomics enables teams to take proactive control over their expenditures while streamlining the management of different LLM integrations. This not only enhances financial oversight but also fosters strategic decision-making regarding resource allocation.

What is Mirascope?

Mirascope is a groundbreaking open-source library built on Pydantic 2.0, designed to deliver a streamlined and highly customizable experience for managing prompts and developing applications that leverage large language models (LLMs). This versatile library combines power and user-friendliness, simplifying the interaction with LLMs through a unified interface that supports various providers including OpenAI, Anthropic, Mistral, Gemini, Groq, Cohere, LiteLLM, Azure AI, Gemini Enterprise Agent Platform, and Bedrock. Whether you are focused on generating text, extracting structured data, or constructing advanced AI-driven agent systems, Mirascope provides you with vital resources to optimize your development process and create robust, impactful applications. Furthermore, Mirascope includes advanced response models that allow you to effectively organize and validate outputs from LLMs, making sure that the responses adhere to specific formatting standards or contain crucial fields. This feature not only boosts the reliability of the generated outputs but also significantly enhances the overall quality and accuracy of the applications you are building. By empowering developers to create more sophisticated and tailored solutions, Mirascope represents a significant advancement in the field of AI application development.

Media

Media

Integrations Supported

OpenAI
Amazon Bedrock
Claude
Codestral
Codestral Mamba
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini Enterprise
Gemini Enterprise Agent Platform
Gemini Pro
Google AI Plus
Mathstral
Ministral 3B
Mistral Large
Mixtral 8x7B
Pixtral Large
Slack
Zapier
n8n

Integrations Supported

OpenAI
Amazon Bedrock
Claude
Codestral
Codestral Mamba
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini Enterprise
Gemini Enterprise Agent Platform
Gemini Pro
Google AI Plus
Mathstral
Ministral 3B
Mistral Large
Mixtral 8x7B
Pixtral Large
Slack
Zapier
n8n

API Availability

Has API

API Availability

Has API

Pricing Information

$0/month
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Tokonomics

Date Founded

2026

Company Location

Canada

Company Website

tokonomics.ca

Company Facts

Organization Name

Mirascope

Date Founded

2023

Company Location

United States

Company Website

www.mirascope.com

Categories and Features

API Management

API Design
API Lifecycle Management
Access Control
Analytics
Dashboard
Developer Portal
Testing Management
Threat Protection
Traffic Control
Version Control

Categories and Features

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