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Insights: Benchmarks, Comparisons & Trends — ShareAI Blog

Comparisons, benchmarks, and data-driven takes on models, providers, price/latency tradeoffs, and reliability. Practical guidance for choosing the right model + routing policy for your use case.

How to Compare LLMs and AI Models Easily

The AI ecosystem is crowded—LLMs, vision, speech, translation, and more. Picking the right model determines your quality, latency, and cost. But comparing across providers shouldn’t require …

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How Can You Design the Perfect AI Backend Architecture for Your SaaS?

Designing the perfect AI backend architecture for your SaaS is about more than “calling a model.” It’s about building a robust, multi-model platform that can scale, …

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How Should SaaS Companies Monetize Their New AI Features?

For most founders, adding AI isn’t the hard part anymore—pricing it is. Unlike traditional features, every AI interaction carries real marginal cost tied to model APIs. …

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Why Should You Use an LLM Gateway?

Teams are shipping AI features across multiple model providers. Each API brings its own SDKs, parameters, rate limits, pricing, and reliability quirks. That complexity slows you …

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AI Prosumers: How ShareAI Lets You Consume and Provide AI — Just Like Energy Prosumers

A prosumer is someone who both consumes and produces value on the same network. Energy made the term mainstream (think rooftop solar that exports to the …

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Top 12 LLM API Providers in 2025 (ShareAI Guide)

Updated on · ~12 minute read LLM API providers matter more than ever for production apps. You need reliable, cost-efficient inference that scales, observability that keeps …

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AI Gateway vs Vercel AI Gateway: Why ShareAI’s BYOI Wins

ShareAI AI Gateway vs Vercel AI Gateway: What It Is, Why It Matters, and How ShareAI Differs AI Gateway is quickly becoming the missing layer between …

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