Modelflare vs. Tobs Comparison


Modelflare Havenbyte, LLC	Tobs BotHarness	+	+
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The model is least privilege: a user or an application receives the specific access its task requires and nothing more. This closes off a common attack route, since permanent local admin rights are what an attacker inherits when malware executes or a credential is stolen. Removing admin rights does not push users back into support queues. When someone needs a longer stretch of elevated work, they run an Admin Session that expires on its own. When they need only one program elevated, Run As Admin handles that alone and leaves the rest of the system unprivileged. Requests can be approved through the portal, the mobile app, or the API. Files receive an OPSWAT MetaDefender reputation check before elevation, and software that has already been vetted can clear automatically through pre-approval or the AI and Machine Learning approval engine. A single agent supports Windows, macOS, and Linux and behaves the same whether the endpoint is online or offline. 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About Modelflare is a hosted AI API gateway for developers building applications, agents, and workflows that use models from multiple providers, including GPT, Claude, Gemini, Grok, and DeepSeek. It provides a shared API key and console for OpenAI-compatible chat and Responses, Anthropic Messages, and provider-specific image and video interfaces. Developers can compare models and routing groups, configure primary routes and ordered fallback groups, or use Smart API Keys to select among available routes according to a routing strategy. API keys can be separated by project and managed with controls such as quotas, expiration dates, and model or IP restrictions. The service records request-level usage, token counts, routing details, and costs, with pricing based on the selected model, group, and applicable billing unit. Documentation includes setup guides for SDKs, coding agents, plugins, and workflow tools.	About Tobs is an open-source AI agent plugin for DeepSeek Harness. It lets users create persistent PersonaBots with distinct roles and conversation histories. Bots keep inspectable, file-based memory with Git version history, work in direct and group chats, delegate background assignments, run scheduled tasks, and connect to Slack, Discord, Lark/Feishu, QQ, or personal WeChat. Users configure a model provider and credentials in DeepSeek Harness; Tobs runs on a Windows, macOS, or Linux computer they manage. Beta iOS and Android companion apps provide remote chat, notifications, and approval controls. Optional browser and desktop-control tools can be permission-gated. Use cases include research, writing, coding, task handoffs, and reminders. Tobs is for people who want configurable agents that retain context across conversations and work with authorized files and messaging channels, rather than a fully managed hosted agent service.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Supported iPad Not Supported Android Supported Chromebook Not Supported
Audience Developers.	Audience Individuals and people coordinating personal AI agents for research, design, coding, implementation, and recurring tasks.
Support Phone Support Not Supported 24/7 Live Support Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing $0 Tobs is free to use under the MIT license. Model API usage and any hosting costs are separate and depend on the provider or host. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Havenbyte, LLC Founded: 2026 United States modelflare.dev	Company Information BotHarness Japan tobs.app/
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Categories AI Gateways Supported Artificial Intelligence (AI) APIs Supported	Categories AI Agents Supported

Integrations AnyModelBot Supported AstrBot Supported Claude Code Supported Claude Desktop Supported Codex CLI Supported Coze Supported DeepSeek Harness Not Supported Discord Not Supported Gemini CLI Supported GitHub Not Supported Grok Build Supported Lark Not Supported Model Context Protocol (MCP) Supported QQ Not Supported Slack Not Supported Tailscale Not Supported Vercel AI SDK Supported Visual Studio Code Supported WeChat Not Supported n8n Supported Show More Integrations View All 18 Integrations	Integrations AnyModelBot Not Supported AstrBot Not Supported Claude Code Not Supported Claude Desktop Not Supported Codex CLI Not Supported Coze Not Supported DeepSeek Harness Supported Discord Supported Gemini CLI Not Supported GitHub Supported Grok Build Not Supported Lark Supported Model Context Protocol (MCP) Not Supported QQ Supported Slack Supported Tailscale Supported Vercel AI SDK Not Supported Visual Studio Code Not Supported WeChat Supported n8n Not Supported Show More Integrations View All 8 Integrations
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