ERNIE 4.5 vs DeepSeek V4: The Freelancer's Honest Breakdown

Short summary

Freelancer-focused comparison of DeepSeek V4 and ERNIE 4.5 for API-based ML work, showing DeepSeek Flash costs 36x less than GPT-4o ($1.10 vs $10 per million output tokens) with solid quality (84.6% on benchmarks, 1.2s first-token latency). Author uses DeepSeek for batch classification and summarization, ERNIE for Chinese-language work, with working Python code and real monthly cost savings in single digits versus GPT-4o's hundreds.

• •DeepSeek V4 Flash is 36x cheaper than GPT-4o for output tokens ($1.10 vs $10/1M)
• •Latency (1.2s first-token) and quality (84.6% on benchmarks) are production-ready
• •Author includes working Python code and real workload metrics for cost optimization

Generated with AI, which can make mistakes.