Ernie Bot vs mini-SWE-agent

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

	Ernie Bot Agents	mini-SWE-agent Agents
Tagline	Baidu's Mandarin-first ChatGPT rival, powered by the ERNIE model family	A 100-line open-source coding agent that scores 74%+ on SWE-bench Verified.
Category	Agents	Agents
Pricing	Freemium· 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.	Free· Free and open source (Apache 2.0); you pay only for the underlying LLM tokens.
Model	Baidu ERNIE 4.0 / ERNIE X1 / ERNIE Turbo (in-house)	Multi-model (via litellm, OpenRouter, Portkey)
Editorial score	8.7 / 10	7.2 / 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	swe-bench-evaluationautonomous-codingagent-researchbatch-inferenceagent-baseline
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	Roughly 100 lines of Python — trivially readable and hackable Scores 74%+ on SWE-bench Verified despite the minimal design Model-agnostic via litellm, OpenRouter, and Portkey Sandbox-friendly: Docker, Podman, Singularity, Bubblewrap, local Apache 2.0; backed by the SWE-bench and SWE-agent authors
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	No GUI, IDE integration, or hosted product Bash-only tool surface — no built-in browser, search, or planning tools You build your own ops layer (logging, cost caps, retries) Aimed at researchers more than day-to-day end users
Website	yiyan.baidu.com	mini-swe-agent.com

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 mini-SWE-agent if

✅ Roughly 100 lines of Python — trivially readable and hackable
✅ Scores 74%+ on SWE-bench Verified despite the minimal design
✅ Model-agnostic via litellm, OpenRouter, and Portkey
✅ Sandbox-friendly: Docker, Podman, Singularity, Bubblewrap, local

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