Octop vs Overpath: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Octop and Overpath — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Octop

Tencent Cloud

Free

Open-source, self-hosted multi-user, multi-agent AI assistant from Tencent Cloud with web, CLI and IM channels, MCP connectors and memory.

Multi-User Expert Teams: One admin account for a household or team, with per-user experts, workspaces, providers and cron jobs.
AgentTeams (Beta): A coordinator agent schedules multiple experts to complete multi-step tasks.
Multi-Channel Access: Chat via web dashboard, CLI, HTTP/SSE/WebSocket or IM apps like Feishu, DingTalk, WeChat, WeCom, QQ, Telegram and Discord.
Connectors & MCP Gateway: OAuth and MCP connectors, including the Tencent suite (Docs, Meeting, News), extend what agents can access.
ACP Coding Integration: Bidirectional ACP lets IDE/terminal AI use Octop and delegate coding to OpenCode or Claude Code with permission gates.
Portable Memory & RAG: Octop Memory keeps hierarchical recall with the workspace, and a knowledge base grounds answers in private documents.
Browser, Terminal & Remote Desktop: Headless Chromium automation, AI-assisted shell and live remote desktop on Linux, Windows and macOS.
Built-in Security: JWT user isolation, tool approval, shell command guardrails and PII redaction with data kept local.

Personal Assistant: A dedicated agent that writes weekly reports, organizes notes and manages schedules with persistent memory.
Family Sharing: One self-hosted instance serving a household, with different agents and experts per member.
Team Helper in Chat Apps: Routing tasks from Feishu, DingTalk, WeCom or WeChat group chats into parallel agents.
Developer Delegation: Handing coding tasks to OpenCode or Claude Code via ACP and troubleshooting with terminal AI.
Web Automation: Using Browser AI+ and remote desktop to fill forms, take screenshots and operate GUI apps.
Scheduled Jobs: Configuring cron in natural language so agents run or push tasks daily.

Overpath AI

Freemium

AI sales teammate that reads CRM, inbox, calendar and calls to draft follow-ups, update deals, flag risk and coach reps against your methodology.

Ask anything about a deal: A threaded chat answers deal questions using CRM, inbox, calendar and call data, in Slack, Google Chat or Overpath Web.
Proactive risk nudges: Flags deals drifting off methodology before they stall.
Automatic CRM updates and follow-ups: Drafts follow-up emails and updates CRM records for one-click approval.
Mutual Action Plans: Generates and keeps buyer-facing action plans current automatically.
Call recorder and analysis: Records and structures calls into the deal record with transcripts and analysis.
Methodology coaching: Scores each call against your playbook (MEDDPICC out of the box) and suggests fixes before the next call.
Broad integrations: Connects to Salesforce, HubSpot, Gmail, Slack, TL;DV and calendars.
Forward-deployed onboarding: Overpath engineers handle integration work so teams onboard without self-serve setup.

Sales leader gets visibility into how every rep is executing without sitting in every call.
Account executive offloads CRM updates and follow-up drafting to reclaim selling time.
Sales manager coaches reps on methodology adherence using per-call scoring.
Revenue team surfaces at-risk deals early with proactive alerts.
Enterprise team keeps mutual action plans up to date across long sales cycles.
European company uses EU-resident, GDPR-compliant deal intelligence.