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Insights on AI inference, model pricing, provider comparisons, and building with generative AI APIs.
Kie.ai Pricing in 2026: What the Credits Cost and Where It's Actually Cheapest
How Kie.ai's credit billing works, what Claude, GPT, Gemini, image, video and music models cost there, and how those prices compare to official APIs and other providers.
Pay for Joules, Not Tokens: Energy-Based Inference Pricing Explained
NeuralWatt bills AI inference by actual GPU energy ($5/kWh) instead of per-token — and meters every request's watt-hours and CO₂. How it works, why MoE models make it up to 95% cheaper, the carbon angle, and where the math breaks down.
GLM-5.2 Is Cheaper and Better at Coding — and the Fable 5 Ban Shows Why Open Weights Win
Z.ai's GLM-5.2 beats GPT-5.5 on long-horizon coding for ~1/6th the cost. Days earlier, Anthropic's Claude Fable 5 was switched off worldwide by a US government order. Together they explain why open-weight Chinese models are becoming the default.
Stop Picking One Model: A 2026 Guide to LLM Routing Libraries
Libraries that automatically send each prompt to the best model for the task — RouteLLM, LiteLLM, semantic-router, vLLM Semantic Router, Not Diamond and more. How they decide, what they save (40–85%), and the honest tradeoffs from Hacker News.
AI APIs with Free Tiers in 2026: The Complete Guide
Every AI inference API with a free tier — LLMs, image gen, video, and audio. Start building without a credit card using Groq, Cloudflare, Together AI, DeepInfra, and more.
Alibaba's Qwen Model Family Explained: Every Model Line From LLMs to Video Generation
A complete guide to Alibaba's Qwen ecosystem — Qwen 3/3.5/3.6 LLMs, QwQ reasoning, Qwen-VL vision, Qwen-Omni multimodal, Qwen-Coder, Wan video generation, and more. What each model does and when to use it.
Best Free AI Image Platforms in 2026: 15 Platforms with Recurring Free Credits
Every AI image generator with a free tier that resets daily or monthly — ranked by how many free images you actually get. From 500/day on Playground AI to 25/month on Adobe Firefly.
Chinese Frontier Open-Source AI Models in 2026: The Labs, the Models, and How They Stack Up
A deep dive into China's open-weight AI revolution — Qwen, DeepSeek, GLM, Kimi, ERNIE, MiniMax, and more. Arena rankings, benchmark comparisons vs Claude and GPT, pricing, and why Chinese open-source models now dominate HuggingFace downloads.
Alibaba Cloud Qwen API Pricing in 2026: Free Tier, Model Studio Costs, and Cheapest Alternatives
Complete breakdown of Alibaba Cloud Model Studio pricing for Qwen 3.6 Plus, Qwen 3.5, Qwen 3 Max, and more. 1M free tokens per model, plus how third-party providers compare.
GLM-5.1 Released: Z.ai's Coding-First Frontier Model Now Available via API
Z.ai (formerly Zhipu AI) releases GLM-5.1, a frontier coding model scoring 94% of Claude Opus 4.6 on coding benchmarks. Here's what's new and where to access it.
Cheapest Claude API Provider in 2026: Save Up to 65% on Anthropic Models
Compare Claude API pricing across 8 providers. KIE AI offers Claude 4.6 Sonnet at $1.05 input — 65% cheaper than Anthropic's direct pricing. Full breakdown inside.
$0.004 vs $0.08 Per Image: Can You Tell the Difference?
We ran the same prompts on Qwen Z-Image ($0.004), GPT Image 1.5 ($0.013), Seedream 5.0 Lite ($0.028), and Nano Banana 2 ($0.04). The results might surprise you — and save you thousands.
Introducing Inference Hub: Compare AI Inference Providers in One Place
We built Inference Hub to solve one problem — finding the right AI inference provider shouldn't require opening 20 tabs. Compare pricing, models, and features across every major provider.