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Compare API-based frontier LLMs to Oumi-hosted Specialized SLMs

customer service finanial services classification

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API-Based Cost
GPT-4.1 · OpenAI
per 1,000 queries
Oumi-Hosted Cost
Qwen3.5-4B · Alibaba
per 1,000 queries
Savings
Self-hosted vs API
cheaper with self-hosted
Assumptions: Short context window · FP16/BF16 precision · Batch size 1 · No continuous batching · Caching effects ignored · Web & storage costs negligible · Engineering & training costs negligible · GPU cost can be prorated by utilization