📰 Dev.to · tokenmixai

Claude Opus 5 keeps the $5/$25 price and scores 61, but the effort dial changes the bill. I ran the cost math and found the production default I would actually

Kimi K3 is real: 2.8T params, 1M context, and a $3/$15 API. I ran the cost math and found the bigger catch is output verbosity.

Grok 4.5 is not just another benchmark launch. I ran the pricing math across coding agents, cache hits, tool calls, and EU access caveats.

Claude in WeChat is not just another chatbot wrapper. It turns WeChat into the interface for an AI companion, with QR setup, persona memory, proactive messages,

I checked the DeepSeek V4 docs and TokenMix model catalog. The important field is reasoning_content, and many OpenAI-compatible wrappers silently ignore it.

AI website optimization is not magic. I checked the real structure problems that stop pages from being found, parsed, and cited.

Claude Fable 5 and Mythos 5 were suspended after a US export directive. I dug through the official statement and status page; the real lesson is production rout

I kept seeing developers search for a free OpenAI API key. The misleading part is simple: key creation, credits, billing, model access, and rate limits are sepa

OpenAI hasn't announced GPT-5.6. A canary log entry and an 80-89% Polymarket bet are the only real signals. Everything else trending on the open web — context w

Anthropic's upcoming Mythos-class model crushes Opus 4.6 on security benchmarks (181 working Firefox exploits vs 2 in matched tests). Here's the math on whether

Qwen 3.6 ships Max-Preview, Plus, Flash, and 35B-A3B with a 41x output-cost spread. Here's a tier-routing pattern that picks the right one per task — and surviv

Audit of Veo 4 status in May 2026 — Google hasn't released it, but veo4free.io and other platforms are already charging subscriptions. Here's what's real and wh

Doubao API quickstart: 19 ByteDance models from $0.022/M (Seed 1.6 Flash) to $2.57/M (Seed 2.0 Pro). Python setup, vs direct Volcano Ark, full pricing.

TokenMix is a unified AI API gateway that routes requests to 171 models from 14 providers —...

Flowise CVE-2026-40933 and Upsonic CVE-2026-30625 show why MCP STDIO should be treated as process execution, not harmless plugin config.

Claude Opus 4.7, Kimi K2.6, GPT-5.5, DeepSeek V4 all shipped within 9 days. Inference costs fell ~50% vs January. Here's what changed, what to migrate, and what

40+ LLMs, one pricing table. From $0.05/M (Groq Llama 8B) to $180/M (GPT-5.4 Pro). The 100x price spread explained.

I tested every 'free' LLM API in 2026. Here's what you actually get: real rate limits, model quality, and which ones work for production.