Blog and Guides
Explore practical LLM API guides, integration notes, and product updates.
Product updates, integration guides, and practical notes for LLM API developers.
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New to the gateway? These pages answer the big questions first
Pricing, setup docs, and the purchase flow — the fastest route from reading about a model to calling it with a working key.
Use the live pricing page for multipliers, token math, and plan fit before comparing routes.
Read the docs before wiring clientsThe docs page is the source of truth for endpoint style, compatibility, and integration examples.
Use Chinese LLM APIs overseasA direct commercial page for Kimi, GLM, Qwen, DeepSeek, StepFun, and China MaaS access through one key.
Connect Claude Code by APIA direct setup page for Claude Code, Codex CLI, coding agents, and compatible model routes.
Start the purchase flowUse the buy page for first-time access, then top up once the key is live.
Compare China MaaS providersWhich Chinese model routes are worth buying: pricing, model coverage, and overseas access paths compared.
Read the Step-3.7 Flash coding guideWhat step-3.7-flash offers for coding agents and multimodal work, and how to run it through one key.
GPT-5.6 in ChatGPT: Sol, Pro, Consilia et Electio Modelli
Disce quomodo GPT-5.6 in ChatGPT operetur: Sol et Sol Pro, gradus ratiocinationis, accessus secundum consilium, limites usus et causae cur exemplar nondum appareat.
Dux GPT-5.6 in Codex App: Sol, Terra, Luna, Max et Ultra
Recensio GPT-5.6 Codex App de Sol, Terra et Luna, max et ultra, fluxibus operis plurium agentium, contextu API 1.05M, pretio et electione modelli.
Recensio Grok 4.5: contextus 500K, celeritas, programmatio et agentes
Recensio Grok 4.5 ex documentis xAI, reactionibus in X et probationibus Reddit, de programmatio, agentibus, contextu 500K, pretio, limitibus et usu practico agens.
Recensio Tencent Hunyuan Hy3: MoE 295B, contextus 256K, agentes validiores et integratio vera in productis
Ex emissione officiali Hy3 a Tencent die 6 Iulii 2026, repositorio Tencent Hy3 GitHub et scheda exemplaris Hugging Face, haec recensio explicat cur Hy3 magni momenti sit: scala MoE 295B, 21B parametra activa, contextus 256K, melior effectus agentium et programmationis, profunda integratio in productis et disponibilitas API.
Recensio Meituan LongCat-2.0: Exemplar 1.6T Parametrorum ad Programmandum Agenticum, in Clustro Sinensi ASIC Domesticis Institutum et Eductum
Ex diario technico Meituan die 30 Iunii, README officiali LongCat-2.0 in GitHub et scheda exemplaris Hugging Face sumpta, haec recensio explicat cur LongCat-2.0 magni momenti sit: institutio et inferentia in 50,000 acceleratoribus domesticis, scala MoE 1.6T, contextus 1M, intentio ad programmandum agenticum et vera utilitas in operibus societatum.
Recensio Seed2.1: Num hoc exemplar Sinicum agentibus, programmando et multimodalitati idoneum probari debeat?
Dux ad Seed2.1, ex parte emptorum transmarinorum conscriptus, qui opera agentium, programmandi et multimodalia comparant, cum notis practicis de accessu ad API exemplorum Sinicorum, pretiorum verificatione et aptitudine ad procurationem.
Accessus API GLM-5.2 pro turmis globalibus: exemplar Sinicum programmandi minoris pretii per llm-agent.cc
Dux ad GLM-5.2 ex parte emptoris, pro turmis globalibus quae exemplaria Sinica programmatoria, accessum API minore pretio, initium Hongkongense et llm-agent.cc tamquam portam unificatam pro GLM, Kimi, Qwen, DeepSeek aliisque comparant.
Recensio Codicis Kimi K2.7: Num e K2.6 ad novam versionem transire expediat?
Recensio fontibus comprobata de emissione Kimi K2.7 Code die 12 Iunii 2026, eius aperto fonte, pretio, differentia inter K2.7 et K2.6, efficacia in programmandis et usu agentico, atque veris eius rationibus et limitibus.