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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.

Why OpenAI-Compatible APIs Are the New Standard (and How ShareAI Adds BYOI)

If your product relies on OpenAI’s API, an outage can ripple straight to users and revenue. Even short downtimes can block core features like chat or …

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What to Do When the OpenAI API Goes Down: A Resilience Playbook for Builders

When your product leans on a single AI provider, an outage can freeze core features and impact revenue. The fix isn’t “hope it won’t happen again”—it’s …

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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 2026 (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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GPU Passive Income: Earn $500–$1,000/Month with Your RTX 4090 (2025 Guide)

Updated You built or bought a powerful GPU rig — now make it pay for itself. In 2025, GPU passive income is shifting from classic crypto …

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