MuiRouter Blog
Clear notes on new frontier models, API availability, and what each launch means for builders who want one stable integration.
2026 年 10 月 26 日，OpenAI 正式发布高性价比模型 GPT-6.1 Terra（gpt-6.1-terra）。作为 Terra 家族首款 6.x 代际模型，它专为复杂屏幕视觉理解与 Computer Use 打造，标准 API 定价仅为每百万输入 1 美元、输出 5 美元，较先代直降 50%。本文深度剖析其定价结构、推断经济学与多级路由实践。
2026 年 10 月 23 日，月之暗面宣布推出全新 3T 级开源权重模型 Kimi K3.1 Pro 及其高速版。模型具备 2.8T MoE 总参数与 104B 激活参数，标配 100 万 Token 原生上下文与多模态能力。不仅在终端代码与 3D CAD 建模上逼近甚至超越顶尖闭源旗舰，更在金融研报实测中将幻觉降低 65%。官方 API 统一定价同步大降 33.3%，MuiRouter 现已全面接入。
DeepSeek 官方发布 DeepSeek-V4.1-Flash-1017 快照更新。表面虽为微小日期后缀迭代，实则带来性能与成本的双重帕累托飞跃：HLE 达 42.6、Terminal-Bench 42.3、DeepSWE 77.0，输出更精炼、耗时更短，结合大幅优化的系统指令遵循与基于自反馈 RL 的全栈许愿式编程能力，重新定义高性价比推理中枢。MuiRouter 已同步上线。
Google 官方正式更新 Gemini API 定价体系，重磅推出全新旗舰推理模型 Gemini 4 Argon（支持 1M 上下文长思考与复杂自主代理，$2.00/$10.00 限时促销）及高智力旗舰 Flash 模型 Gemini 3.8 Flash（$0.75/$3.75）。同时，全系 Gemini 模型上下文缓存费率全面下调至 5%~10% 原生输入价。本文全面剖析 Google 新旧模型定价阶梯、推断经济学变革与多智能体生产路由最佳实践。
2026 年 10 月 7 日，Anthropic 正式推出 Claude Haiku 5.5，以 $0.10/$0.50 的极致定价（较上一代暴降 90%）和 1M 上下文改写小模型赛道格局，并成为 Haiku 家族首个支持 Effort 调节的模型。本文深度拆解新旧规格对比、推断经济学实测、Sonnet 5.5 缓存同步降价 50% 的连锁反应，以及企业级多级路由工程实践。
In late September 2026, the AI ecosystem witnessed a major reshuffle across flagship and mid-tier models. Anthropic deployed a one-two punch with Claude Opus 5.5 and Sonnet 5.5, while OpenAI deployed GPT-6.1 Sol after postponing Astra due to safety risks. Here is a comprehensive breakdown of official specs, developer sentiment on overthinking versus speed, five breaking API shifts, and tiered production routing.
On September 22, 2026, the AI model landscape witnessed an unprecedented 24 hours: Anthropic launched Claude Opus 5.5 with a 40% reduction in operating costs, OpenAI introduced GPT-6 Sol and Luna with a 50% price cut, and Xiaomi open-sourced its flagship MiMo-V2.6 full-modality family priced in official RMB. This deep dive breaks down the technical developments, official pricing structures, initial developer feedback on X, and cost-reduction dynamics with Prompt Caching.
In the first week of September, three labs moved within 48 hours: Anthropic shipped Claude Fable 5.1 and cut prompt-cache read pricing to $0.25, Meta undercut the mid-tier with Muse Spark 1.3 at $1.25/$4.25, and OpenAI pushed flagship pricing to $10/$50 with GPT-6 Astra. This post breaks down the logic behind each strategy and the cost-optimal way to route across tiers.
OpenAI released GPT-6 Astra on 2026-09-04: $10/$50 per 1M tokens, 1M context, and a >272K long-context pricing tier. A deep dive into pricing, capabilities, and routing best practices.
OpenAI announced a limited-time price cut of 20% on input and 33.3% on output for flagship GPT-5.6 Sol for at least 3 months. Here is our deep breakdown.
DeepSeek shipped the V4 Pro stable (V4-Pro-0813): 1.6T MoE, 1M context, 384K max output, and thinking/non-thinking modes. Now live on MuiRouter with one API key.
xAI released Grok 4.6 with a focus on long-running agents and ambitious interactive and visual work. It matches GPT-5.6 Sol on the AA Intelligence Index and is now live on MuiRouter.
DeepSeek V4 Flash brings 284B total parameters, 1M context window, and ultra-low prompt caching costs. MuiRouter supports it via API and Playground with pay-as-you-go pricing.
OpenAI abruptly slashed prices for GPT-5.6 Luna by 80% and Terra by 20%. Here is a breakdown of developer consensus, cost-per-task model routing, and strategic analysis.
Claude Opus 5 approaches Fable 5-class coding and knowledge work at Opus 4.8 pricing. Community early takes focus on cost-performance; MuiRouter now supports claude-opus-5.
Kimi K3 combines 2.8T parameters, a 1M-token context window, native vision, and max thinking. MuiRouter now supports it through the API and Playground with one API key.
OpenAI launched GPT-5.6 on July 9, 2026 across ChatGPT, Codex, and the API: flagship Sol, balanced Terra, and cost-efficient Luna. Here is what shipped, the new pricing tiers, and what it means if you build with AI.
xAI shipped Grok 4.5, a new flagship trained alongside Cursor and benchmarked against Claude Opus 4.8, then landed Grok on Cloudflare AI Gateway. We've added grok-4.5, grok-4.3, and grok-imagine-image to the MuiRouter catalog — here's what shipped and how to start using it.
Codex degradation is better understood as a probability problem plus a context problem. Here is why optional commentary can make agent loops worse, why a clean new thread often works, and how to decide when to reset.
Anthropic released Claude Sonnet 5 on June 30, 2026, pricing agentic coding and tool-use performance close to Opus 4.8 well below Opus rates. Here is what shipped, what independent reviews and benchmarks say, the pricing catch worth knowing about, and what it means if you build with AI.
Anthropic released Claude Fable 5, the public, safety-routed version of its Mythos-class frontier model. Here is what shipped — two-tier Fable 5 / Mythos 5, a classifier-plus-Opus-4.8 fallback, and $10/$50 pricing — and what it means if you build with AI.
OpenAI has released GPT-5.5 for ChatGPT and Codex, with stronger agentic coding, computer use, knowledge work, and research capabilities. Here is what changed and how to prepare for API access.
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