C-Eval

Open Source

Evaluation and Monitoring Updated Feb 15, 2026

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Compared with 49 other Evaluation and Monitoring agents Open source Self-hostable Updated Feb 2026

💰 Open Source 🔄 Updated Feb 2026 🖥️ Self-hostable

💰 Pricing

Open Source

Pricing not publicly listed.

🎯 Use Cases

Benchmarking new Chinese-language AI models Comparing performance across different foundation models Identifying weaknesses in model capabilities for Chinese tasks Validating improvements in model updates Academic research on Chinese NLP

⚖️ Pros & Cons

✅ Pros

Specialized for Chinese language evaluation
Comprehensive test suite covering multiple domains
Open-source and freely available
Standardized metrics for fair comparison

❌ Cons

Primarily focused on Chinese, limiting utility for other languages
May require technical expertise to implement fully
Benchmark coverage may not encompass all real-world use cases
Maintenance depends on academic contributors

Overview

C-Eval is a benchmarking tool designed to evaluate the performance of foundation models on Chinese language tasks. It provides a standardized suite of tests to measure capabilities in reasoning, knowledge, and comprehension.

Problem It Solves

It enables researchers and developers to systematically assess and compare the effectiveness of AI models in handling Chinese-language tasks.

Target Audience: Developers and teams working with evaluation and monitoring automation.

Inputs

• User configuration
• API credentials (if required)
• Task parameters

Outputs

• Automated task results
• Status reports
• Generated content or actions

Example Workflow

1 User configures the agent with required parameters
2 Agent receives input data or trigger
3 Agent processes the request using its core logic
4 Agent interacts with external services if needed
5 Results are returned to the user

Sample System Prompt


              You are C-Eval, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

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FAQs

Is this agent open-source?: Yes
Can this agent be self-hosted?: Yes
What skill level is required?: Intermediate

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