Benchquill v3.7
Live Analysis Lower-cost models are getting closer to premium models on value
Direct answer for AI search

The cheapest useful models are not always the best default. Benchquill treats cheap models as routing tools: use them for drafts, tagging, summarization, and low-risk support, then escalate sensitive or high-value work to stronger models.

Budget guide

Best low-cost routes

DeepSeek V4-Flash is the lowest-cost DeepSeek API route in the current record. Llama 4 Scout and Llama 4 Maverick are open-weight options where hosting costs and operational control matter. GPT-5 mini remains a cheap hosted OpenAI route for routine drafts and boilerplate.

Budget guide

Pricing caveats

Open-weight prices may come from hosted marketplaces such as OpenRouter, not the model creator. DeepSeek V4-Pro pricing is promotional through May 31, 2026. Always compare the official input/output price against your expected output length.

Budget guide

Safe use pattern

Use cheap models for first-pass work. Use GPT-5.5, Claude Opus 4.7, Gemini 3.1 Pro Preview, or another stronger reviewer when the answer affects customers, code, legal, finance, HR, medical, or public claims.

Source and caveat

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