DeepSeek Vision costs $0.00008 per photo.
I fed it 14 real photos against Claude to find out if cheap is good enough.
1,018 artificial intelligence research papers classified using Jev
Results: Total cost $0.08, median end-to-end latency per paper 256ms The process is as follows: 1. Use DeepSeek V4 Flash to generate abstracts for each paper 2. Send title + abstract + 24 possible topics to Jev 3. Use Jev to classify each paper 4. Visualize everything on…
I made the previous dsh-topic-desk independently into a desktop version
Topic Desk Studio - a local-first hot spot discovery, trend tracking and creative topic selection tool that provides topics and information for X creators. It no longer relies on DeepSeek Harness, the data is saved directly in native SQLite, and currently has 49 built-in public data sources, covering multiple domestic and foreign platforms. Support: ①…
Union alpha (unbiased pareto) vs deepseek v4.1 flash vs muse spark 1.3 – three paintings in three.js
The setup: one four-line prompt plus the painting as an image, through openrouter. no agent loop, no renders, no feedback – the model writes one html file blind and we open it.
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