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Model Reviews & Comparisons
Hands-on reviews and comparisons of the latest AI models, from the team routing them in production.

26 min read
Claude API Pricing 2026: Token Costs, Models & Savings
Claude API pricing 2026: per-MTok model rates, 50% Batch discount, prompt caching costs, limits, ApiFlux gateway rates, and a cost calculator.

12 min read
Best LLMs for Coding in 2026: Choose by Task and Cost
Find the best LLMs for coding in 2026 by comparing Claude, GPT, Gemini, and DeepSeek for task success, agent reliability, latency, and cost.

6 min read
Qwen3.8-Max: 2.4T Parameters, Zero Benchmarks — What's Confirmed, What Isn't, and How to Test It Yourself
Alibaba's Qwen3.8-Max is live in preview: 2.4T parameters, multimodal, and — as of writing — no published benchmarks, no model card, and an open-weight date that has already slipped. A neutral gateway's read of confirmed vs. claimed, plus how to A/B qwen3.8-max against Claude, GPT, Gemini and DeepSeek on one key.