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📖 The AI Tool Bible

Ernie Bot vs Stele

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

 
Ernie Bot
Agents
Stele
Agents
TaglineBaidu's Mandarin-first ChatGPT rival, powered by the ERNIE model familyShared project memory for AI coding agents across Claude Code, Cursor, Codex, and Copilot
CategoryAgentsAgents
PricingFreemium· Free tier for Ernie 3.5 access; Ernie 4.0 and premium features require a paid subscription (approximately CNY 59.9/month for individual plans); enterprise API pricing via Baidu AI Cloud Qianfan platform is metered per 1K tokens.Freemium· Free forever plan (unlimited public projects, 1 private project, monthly assistant allowance); paid tiers for additional private projects
ModelBaidu ERNIE 4.0 / ERNIE X1 / ERNIE Turbo (in-house)
Editorial score8.7 / 10
Use cases
Mandarin content writing and marketing copyChinese-language document Q&A and summarisationBaidu-search-grounded research briefsCustom agents built on the Qianfan platformRetrieval-augmented chat over internal Chinese corporaCode generation and explanation in ChineseImage generation from Chinese promptsCustomer-service chatbots for mainland usersFine-tuning ERNIE models on domain data
shared memory across AI coding agentscross-tool project context handofftask queue for multi-agent workflowsagent onboarding from an existing codebasetracking failed refactor attemptscoordinating Claude Code and Cursor on one repoMCP-based agent memory backendarchitectural decision log for AI agents
Pros
  • Best-in-class Mandarin fluency and Chinese cultural/idiomatic understanding among major LLMs
  • Deep integration with Baidu Search, Wenku, Netdisk and Maps for grounded Chinese-language answers
  • Full agent/plugin platform (Qianfan) with function calling, RAG, and fine-tuning for enterprise developers
  • Multiple model tiers (Ernie 4.0, X1 reasoning, Turbo) covering quality-vs-cost trade-offs
  • Native image generation and document/PDF understanding built into the chat UI
  • Compliant, in-country hosting that satisfies Chinese data-residency and regulatory requirements
  • Very large free tier makes it accessible for individual and small-team experimentation
  • MCP-native, so it works with Claude Code, Cursor, Codex, and Copilot without per-tool adapters
  • One-line CLI install with automatic onboarding from an existing repo
  • Shared task queue prevents two agents from duplicating the same work
  • Graph-based memory captures failed attempts, not just successful ones, so agents stop repeating dead ends
  • Free tier is genuinely usable for solo developers (unlimited public projects, one private)
  • Self-hosted SQLite edition on the roadmap for teams that need local data
  • Export and deletion controls on private project graphs
Cons
  • Subject to Chinese government censorship; refuses politically sensitive topics and self-censors on sovereignty issues
  • Web app and most documentation are Chinese-only, with a steep onboarding curve for non-Mandarin teams
  • Requires a mainland Chinese phone number for sign-up, which blocks most international users
  • English-language performance and reasoning lag Western frontier models (GPT-4o, Claude, Gemini)
  • Data submitted may be processed under PRC data laws, which is a non-starter for many Western enterprises
  • Ecosystem lock-in to Baidu AI Cloud for serious production use
  • Currently hosted-only; the promised self-hosted build is not yet shipped
  • Value depends on running multiple agents or switching tools often, less compelling for single-agent users
  • Shared memory across agents can propagate a bad decision if not curated
  • Early-stage product with limited public track record and small community
  • Private project quota on the free tier is tight for anyone with several client repos
Websiteyiyan.baidu.comstele-ai.dev
Pick Ernie Bot if
  • Best-in-class Mandarin fluency and Chinese cultural/idiomatic understanding among major LLMs
  • Deep integration with Baidu Search, Wenku, Netdisk and Maps for grounded Chinese-language answers
  • Full agent/plugin platform (Qianfan) with function calling, RAG, and fine-tuning for enterprise developers
  • Multiple model tiers (Ernie 4.0, X1 reasoning, Turbo) covering quality-vs-cost trade-offs
Pick Stele if
  • MCP-native, so it works with Claude Code, Cursor, Codex, and Copilot without per-tool adapters
  • One-line CLI install with automatic onboarding from an existing repo
  • Shared task queue prevents two agents from duplicating the same work
  • Graph-based memory captures failed attempts, not just successful ones, so agents stop repeating dead ends