AI Inference Cost in 2025: Architecture, Latency, and the Real Cost per Token
AI inference cost, not training expense, now defines the real scalability, latency, and budget limits of modern AI systems. In…
Reviews & Comparisons
AI tools, software, frameworks, cloud services
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vLLM vs TensorRT-LLM: Inference Runtime Guide
Developers comparing vLLM and TensorRT-LLM are usually evaluating how each runtime handles scheduling, KV cache efficiency, quantization, GPU utilization, and production deployment. This guide…
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Pomelli vs Canva: Experiment or Revolution?
AI-assisted design is entering a new phase. While Canva has dominated the simplified design market for a decade, Pomelli AI, an experimental project…
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Compare AI prompt management tools: open source and commercial solutions
The market for AI prompt management tools is booming. Between open source community frameworks, enterprise-grade commercial platforms, and general-purpose productivity apps repurposed…
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NVFP4 vs FP8 vs BF16 vs MXFP4: comparison of low-precision formats for AI
The world of artificial intelligence is not limited to the headline-grabbing giants like ChatGPT, Gemini or Claude. Behind these flagship…
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NVFP4 stability and performance: what academic studies and benchmarks say
In the fast-moving world of artificial intelligence, it is not only the models that make headlines. The numeric formats used to represent…
