AI API Developer Blog
Guides for AI developers · AI agent tutorials · Practical enterprise adoption
Claude Fable 5.2 is now on BazaarLink
Claude Fable 5.2 is available through BazaarLink: 1M-token context, $8 input and $40 output per million tokens, on the same /api/v1 endpoints and the same API key.
New video generation models on BazaarLink: Wan 3.0, Veo 3.1, MiniMax H3, Grok Imagine Video, Seedance 2.x, Kling
Six new model families join the video API, on the same /api/v1/videos endpoint and the same API key.
GPT Image 2.6 API TWD Pricing: flare/sunburst, Same Price as 2.5
GPT Image 2.6 is live on BazaarLink (flare and sunburst): text and image input, image output, 400K context, priced the same as GPT Image 2.5. USD and NT$ pricing, cost estimates, API examples.
agent-desktop: let AI agents operate desktop apps through the accessibility tree, not screenshots
Vercel Labs' open-source agent-desktop lets AI agents read and operate desktop apps through the OS accessibility tree on macOS, Windows and Linux. How it works, and how to point your agent's model calls at BazaarLink.
ElevenLabs voice models on BazaarLink: 9 text-to-speech and 2 speech-to-text models, one API key
BazaarLink now offers ElevenLabs text-to-speech (Eleven v4, v3, Flash, Turbo, Multilingual) and speech-to-text (Scribe v2) through OpenAI-compatible /v1/audio endpoints. From $40 per million characters, with a listen-before-you-buy section on every model page.
Kimi K3.1 Pro API Pricing in TWD: AA Index 55.1, $2 / $10, 1M Context
Kimi K3.1 Pro (Moonshot AI) is live on BazaarLink at $2 input / $10 output per million tokens with a 1M-token context. Artificial Analysis Intelligence Index 55.1, up from Kimi K3's 43.6 at a lower price.
DeepSeek V4.1 Flash-1017 is on BazaarLink: beats Opus 5 on DeepSWE at ~US$0.2 per task
DeepSeek's October 17 snapshot, V4.1 Flash-1017, is now available through an OpenAI-compatible API. Benchmarks, pricing, reasoning modes and a quick example.
Gemini 4 Argon is on BazaarLink: 1M context, vision, tool calling
Google's flagship reasoning model Gemini 4 Argon is now available on BazaarLink through an OpenAI-compatible API. Pricing, features and a quick example.
Google SynthID Detector Opens to Everyone: What It Can and Can't Verify, and API Outputs
Google opened SynthID Detector to everyone on 2026-10-07. Check images, video and audio for SynthID watermarks. What it covers, its limits, and API notes.
GPT 6.1 Sol Price: $2 Input, $10 Output per Million Tokens (API, Oct 2026)
GPT 6.1 Sol API price: $2 input and $10 output per million tokens, 1,050,000-token context. Price table, GPT-6 family comparison and OpenAI-compatible code.
Jev API Pricing: $0.042 per Million Input Tokens, $0 Output
Jev API pricing: $0.042 per million input tokens, $0 output, 32K context. Cost per decision and month, Clef and chat model comparison, evaluations code.
Claude Haiku 5.5 Price: API Costs $0.10 Input, $0.50 Output per Million Tokens
Claude Haiku 5.5 API price: $0.10 input and $0.50 output per million tokens. Long-prompt rates explained, Haiku 4.5 and GPT 6 Luna comparison, code.
Haiku 5.5 vs DeepSeek, GLM, MiMo Flash: Price and AA Index
Haiku 5.5 costs $0.10 per million input tokens, but prompts over 100K cost 5x. Compared with DeepSeek V4.1 Flash, GLM-5.3-Flash and MiMo-V2.6-Flash (10/08).
Haiku 4.5 or 5.5? $0.10/$0.50 Specs and NT$ Cost Estimates
Claude Haiku 5.5 costs one tenth of Haiku 4.5 ($0.10 input, $0.50 output per million tokens) with a 1M context. Specs, the 100K tier, AA scores, NT$ costs.
Can Abliterated Models Hide Backdoors? ProjectDiscovery Test
ProjectDiscovery made a normal-looking Qwen2.5-7B tell Codex CLI to run a downloaded script on a trigger phrase for under US$50. How it works and how to cut risk.
How Is Cloudflare Web Search Different from Tavily-Style Search APIs? A Comparison for October 2026
Cloudflare launched the Web Search API in October 2026. How does it differ from APIs like Tavily that combine search and content extraction? This article compares endpoints, response fields, filters, pricing, and use cases point by point using the official documentation.
Claude Code 2.1.289: 27 Changes, Permission-Rule Fixes and Mods Stability
Claude Code 2.1.289 official changelog, sorted by impact: new agent.spawn, five permission-rule fixes, and many mods and plugin stability fixes.
Claude Code Mods: Customize Behavior and UI with TypeScript
Claude Code can now be modded with a few lines of TypeScript. What Anthropic announced, how to install and write a mod, and the security checks to run first.
Gemini 4 Argon: #3 on Vending-Bench 2, accused of lying
Andon Labs says Gemini 4 Argon scored high on Vending-Bench 2 by fabricating emails and lying to suppliers. What it means, and guardrails to set.
OpenAI DevDay 2026 Recap: GPT-6.1 Sol, Ultrafast, Pro 500
OpenAI DevDay 2026 highlights: GPT-6.1 Sol, the 6x-priced Ultrafast tier, the Decisions API and Pro 500. What matters for API developers and what is preview.
OpenClaw Web Search Setup: Point Tavily at BazaarLink
OpenClaw ships a Tavily search provider. Change the baseUrl and API key to use BazaarLink instead, with config examples, verification steps and billing notes.
Hermes Agent Web Search: Use a BazaarLink Model with :online
Point Hermes Agent at BazaarLink as a custom endpoint and add :online to the model name for live web results with citations. Config, switching and billing.
What Is Tavily? A Search API for LLMs and Its Alternatives
Tavily is a search API built for LLMs and RAG. See what it returns, how it differs from Brave, Exa and SERP APIs, and how to add search with no extra account.
SERP API vs AI Search API: Differences and How to Choose
SERP APIs return a copy of a Google results page; AI search APIs return ranked, LLM-ready text. Compare output, use cases and cost model, and when to skip both.
Bing Search API Retired: Alternatives for Apps and LLMs
Microsoft retired the Bing Search APIs on 2025-08-11. Compare the replacements for apps and LLM agents: Brave, Tavily, Exa, SERP APIs and built-in model search.
Add Web Search to Any LLM API Call: The :online Suffix
Give any model live web results and citations with a model-name suffix or a plugin option. Copy-paste examples, depth levels, filters and billing rules.
Codex Pro $200 Usage Change: Half the API Spend, No 5-Hour Limit
Tibo from the Codex team says Pro $200 reopens with usage at about half the old API spend and no 5-hour limit. What it means and how to choose.
NVIDIA OpenShell Explained: Sandboxes and Credential Protection
NVIDIA's open-source OpenShell (Sept 28, 2026) runs each AI agent in a sandbox, limits it by policy and keeps real keys away. Official claims and caveats.
Track Claude Code and Codex Usage With Open-Source Syrtis
Syrtis is a free, open-source macOS menu bar app that shows tokens, cost and quota for Claude Code, Codex and 25+ AI coding tools. Features, install, caveats.
Manus 2.0: Cue Gives Agents Email and a Wallet. What to Know
Manus 2.0 launched September 28, 2026: Cascade, Studio, Cloud Computer, Automations and Cue. What is official, what is unverified, and the agent risks.
Sonnet 5.5 Price: Same $2/$10 as Sonnet 5, and Whether to Switch
Claude Sonnet 5.5 API price: $2 input, $10 output per million tokens, same as Sonnet 5, 1M context. Cost estimate, specs, AA scores, who should switch.
Sonnet 5.5: 30% Faster and Cheaper? API Changes Before Upgrading
What Anthropic says about Claude Sonnet 5.5: the conditions behind 30% faster and up to 30% lower cost per task, benchmarks, and API changes before upgrading.
AI Search API: How It Works, How to Evaluate (30 Tests)
AI search APIs let models check latest information. A 30-question test covers how they work, depth vs. news-mode tradeoffs, and how to judge speed and cost.
Meta Muse Leaked a Seller's Address: AI Agent Risks
Meta's AI agent Muse leaked a user's home address and accepted a low price on its own. Timeline, translation, and safeguards for self-built agents.
Grok 4.7 vs 4.6: Price, Context and Upgrade Guide
Compare current API rates, context limits and evidence-based evaluation results for Grok 4.7 and 4.6, then choose an upgrade path.
Claude Opus 5.5 vs GPT-6: Price and Task Fit
Compare verified token prices, context windows and repeatable task results for Claude Opus 5.5 and GPT-6 Astra, Sol and Luna.
Jev: Get Structured Evaluation Results from State
Learn how Jev returns boolean, choice or score results from JSON state and named questions, and review request, response, pricing and context limits.
Opus 5.5 Price: $4 Input, $20 Output per Million Tokens
Claude Opus 5.5 API price: $4 input and $20 output per million tokens, cache prices, 1M context, a monthly cost estimate and a copy-ready API call.
Claude Opus 5.5 vs Opus 5: Should You Switch?
Compare launch claims, independent tests, developer reports, current rates, and a checklist for deciding whether Opus 5.5 fits your workload.
Grok 4.7 API Pricing in 2026: Input, Output, and Long-Context Costs
A practical guide to Grok 4.7 API pricing: standard and over-200K token rates, 500K context, model ID, and an API-compatible request.
Codex CLI install: the complete guide for macOS, Windows, and Linux
Install Codex CLI on macOS, Windows, WSL, and Linux. Compare the official installer, npm, Homebrew, and binaries; verify, sign in, fix PATH errors, update, or uninstall.
Codex usage limits: how to check, when they reset, and what to do
Understand Codex five-hour and weekly usage limits, check remaining usage and reset time, and compare waiting, plan options, paid resets, and API-key billing.
GPT-6 Luna API Pricing: $0.10 Input, $0.50 Output per Million Tokens
See GPT-6 Luna BazaarLink rates, context length, accepted inputs, and a copy-ready API call, with cache prices from the current catalogue.
GPT-6 Sol API Pricing: Input, Output, and How to Call the Model
Current GPT-6 Sol BazaarLink rates, context size, supported inputs, cache pricing, and an API-compatible request example.
GPT-6 Sol vs Luna: API Pricing and Which Model to Use
Compare GPT-6 Sol and Luna BazaarLink prices, context size, input types, and the official model guidance before choosing an API model.
MiMo V2.6 Flash vs Pro API Pricing: Cost per Million Tokens
Compare MiMo V2.6 Flash and Pro BazaarLink rates, cache reads, 1,048,576-token context, input modalities, and a ready-to-use API call.
Subscription vs Pay-Per-Token API: Claude Pro, OpenCode Go
Break-even math using official plan rules and public model prices as of 2026-09-21, comparing Claude Pro, OpenCode Go and pay-as-you-go API usage.
Sora 2 Guide: Video Generation, Characters and Availability
A beginner guide to Sora 2 video and audio generation, Sora Characters, and the product and API availability verified as of 2026-09-21 from official sources.
Google Antigravity Guide: Install to Your First Agent Task
Learn Google Antigravity from official sources: the Editor View and Manager Surface, Artifacts, and a beginner's first agent task workflow, step by step.
Google AI Studio Guide: First Prompt to Gemini API
Learn Google AI Studio step by step with official docs: your first chat prompt, Run settings, Build mode, Get code, and keeping your Gemini API key safe.
Gemini 3 Pro Versions Compared: Context, Modality, Price
Compare Gemini 3 Pro, Customtools, Image and other Gemini versions by ID, context, modality, reasoning and price, using the model catalog as of 2026-09-21.
OpenClaw Setup: Install and Use a Custom OpenAI Endpoint
Install OpenClaw from Node.js, start the Gateway, and connect a custom OpenAI-compatible endpoint with OpenClaw's official custom provider settings.
Hermes Agent Intro: Install, Chat & Custom OpenAI Endpoint
Hermes Agent 0.21.3 setup, a first conversation, and a custom OpenAI-compatible endpoint, connecting BazaarLink with real model IDs, step by step.
GLM-5.3-FlashX API Cost in NT$ 2026: Mid-Tier 1M Context
GLM-5.3-FlashX API cost in NT$: at 1 USD = NT$31.98 (BazaarLink, 2026-09-19), compare input, output, cache read, 1M context and GLM-5.3 family monthly costs.
What Is an AI API? Beginner Setup, Pricing and Errors
AI API vs. ChatGPT: learn API keys, Base URL, model IDs, a Node.js example, token costs, 401/403/429 errors, and how to choose a Taiwan-ready platform.
Prompt Caching: Savings, Rules and BazaarLink Cache Prices
Prompt caching needs no model switch or batch wait, but OpenAI, Claude and Gemini differ in minimum length, lifetime and write fees, with BazaarLink prices.
2026 AI API Pricing in TWD: Claude, GPT-6, Gemini, DeepSeek
2026 AI API price comparison: Claude, GPT-6, Gemini, DeepSeek per-million-token USD/TWD, with caching, batch, usage rebates and a cost estimate. Prices dated.
Usage Rebate Rules: How BazaarLink Milestone Credits Work
BazaarLink's usage rebate is not a discount: fixed credits at each $20/$50/$100/$200/$500 milestone, plus 10% above $500 (DeepSeek 20%). Rules and examples.
AI API Gateway vs Router vs Relay: Differences and Choices
Searching 'API Gateway' mostly returns Kong and APISIX. This guide separates AI API gateways, model routers and relays with six criteria, including BazaarLink.
Do You Have to Self-Host LiteLLM? A Hosted LLM Gateway Compared (2026)
LiteLLM is a solid LLM gateway, but running the proxy yourself has a cost nobody puts in the comparison table. What self-hosting actually buys you, when a hosted gateway is the better trade, and what each option costs per million tokens.
AI Agent Tools: Sept 2026 GitHub Recheck, 3 Archived
We rechecked 26 AI agent GitHub repositories. Three remain archived, and four unarchived ones have had no default-branch commit in over four months.
2026 Free AI API Credits: Gemini, OpenAI, Claude, DeepSeek
2026 free AI API credits at a glance: Gemini Flash has a free tier but no Pro, and free-tier content may train products. DeepSeek has none; AWS caps at $200.
LiteLLM Tutorial and Self-Host Costs: Is BYOK an Option?
LiteLLM setup with Docker and virtual keys, plus the ongoing cost of self-hosting. If you only need one entry point for your own keys, BYOK needs no server.
DeepSeek V4.1 Flash vs V4 Flash: Price, Images, TWD Math
DeepSeek V4.1 Flash: $1.20 per M output tokens vs $0.40 for V4 Flash. We cover TWD math, when switching pays, and a max_tokens trap returning empty replies.
GPT Image 2.5 API TWD Pricing: flare/sunburst, $30/M Output
GPT Image 2.5 is live on BazaarLink (flare and sunburst): text and image input, image output, 400K context. USD and NT$ pricing, cost estimates, API examples.
Enterprise AI Usage Limits: Four-Layer Budget Controls
Opening AI to hundreds of staff risks one person draining the shared quota. Here is how four budget layers block requests and map costs to departments.
Janitor AI Custom API Setup: Proxy URL, Key, Model
Janitor AI needs your own API for better models. This guide covers the four API Settings fields, a free test model, 401/404 fixes, and Taiwan invoices.
Taiwan AI Subsidies: SBIR, Cloud Market and Local Vouchers
Funding AI adoption via SBIR, Cloud Market or local vouchers? This guide compares the three, flags receipt and proof pitfalls, and gives a spec sample.
AI API Key Governance Checklist: Isolation, Caps, Audit
AI API key governance checklist for security leads: 12 principles on isolation, spend caps, rotation, audit and data retention, plus honest notes on gaps.
Legal/Medical AI Costs: GPT vs Claude vs Gemini (Long Text)
Before running long Chinese legal or medical files through AI, compare GPT, Claude and Gemini token costs, caching, failover and data retention terms.
Card Declined by OpenAI/Anthropic? Move to TWD Billing
Card payments to OpenAI or Anthropic often get blocked or frozen for Taiwan companies. This guide shows how to move to TWD monthly billing in 30 minutes.
Taiwan AI API Expenses: Tax ID, 5% VAT and Withholding
Buying OpenAI or Anthropic API directly as a Taiwan company often means receipts, not uniform invoices, plus 5% VAT and withholding questions to sort out.
Can You Share ChatGPT or Claude Accounts? Compliant Options
Sharing ChatGPT or Claude accounts breaks OpenAI and Anthropic terms. Bans get no refund. Teams use an organization API: one key per person, with spend caps.
Zeabur AI Hub Paused? Switch to BazaarLink, One Line Change
Zeabur AI Hub is paused. BazaarLink, a Taiwan OpenAI-compatible gateway, offers one key for GPT, Claude and Gemini, plus spend caps and unified invoices.
How Cursor Pricing Works: Free, Pro Overage, BYOK Savings
Cursor's monthly fee is not unlimited: each plan includes a usage allowance, with overage billed afterward. Covers plan tiers, BYOK setup and Taiwan billing.
What Is Tavern AI? Free Trial, Mobile Play, API Costs
SillyTavern is a front end and needs its own model. Get one reply first, then add a character card. Covers free tiers, limits, paid fallback and costs.
GPT-6 Astra API Pricing in TWD: Long Context and GPT-5.5
GPT-6 Astra is live on BazaarLink at $10 input / $50 output per million tokens, with TWD pricing, long-context rates above 272K, and a curl example.
Gemini 3.8 Flash API Cost in TWD: Same Price, More Tokens
Gemini 3.8 Flash is live on BazaarLink at 3.7 Flash's price ($0.75 in / $3.75 out per million tokens). Covers AA scores, TWD pricing, and when to switch.
GLM-5.3-Flash API TWD Cost Estimate 2026: Multimodal
GLM-5.3-Flash (Z.ai) accepts text, image and video input at the lowest price of three compared models. Covers USD/NT$ pricing, trade-offs vs GLM-5.3.
Qwen3.8-Max API TWD Cost 2026: AA Index 45.4, Flagship
Qwen3.8-Max is live on BazaarLink at 45.4 on Artificial Analysis, above Claude Opus 4.8's 41.8. Covers USD/NT$ prices, Kimi K3 comparison, and fit.
Kimi K3 API Pricing in TWD: AA Score 43.6, 1M-Token Context
Kimi K3 (Moonshot AI) is live with an Artificial Analysis score of 43.6, on par with GLM-5.3 and Qwen3.8-Max. Covers USD/NT$ pricing and an Opus 5 comparison.
Claude Fable 5.1 API TWD Cost 2026: AA Index Rank #1
Claude Fable 5.1 is live on BazaarLink, ranked #1 on Artificial Analysis at 53.4. Covers USD and NT$ prices, the 2x Opus 5 ratio, and when to pick it.
Seedance API in Taiwan: Costs and Unified Invoice Options
A Taiwan buyer's guide to ByteDance's Seedance and Seedream video and image generation APIs: how they differ from Jimeng, how pricing works, and invoices.
Qwen API in Taiwan: Pricing and Unified Invoice Options
Buying Alibaba Cloud Qwen API in Taiwan: choosing among 40+ versions, cost calculation, unclear official invoice policy, and three purchase options compared.
GLM API in Taiwan: Pricing and Unified Invoice Options
A buying guide for Zhipu AI GLM API (Z.ai) in Taiwan: platform differences, pricing, whether a Taiwan invoice is available, and purchase options.
Kimi API in Taiwan: Usage, Costs and Tax Invoices
Kimi API in Taiwan: international vs China versions, how costs work, whether a Taiwan unified invoice is available, and three purchasing options compared.
Grok API in Taiwan: Pricing and Unified Invoice Options
A buying guide for xAI Grok API in Taiwan: pricing, how it differs from subscriptions, whether a Taiwan invoice is available, and purchase options.
Claude Code Tutorial: Install, CLAUDE.md and Permissions
Full Claude Code tutorial: install, four day-one commands, a CLAUDE.md that works, permission allow lists, and switching the model endpoint via env vars.
Codex Pricing 2026: Plus $20, Pro $100/$200/$500, API
How Codex is priced: Free $0, Go $8, Plus $20, Pro $100/$200/$500, credits, or pay-per-token API. Includes monthly estimates and Taiwan invoice notes.
Claude Code Max Plan 2026 | US$100/200 Monthly, Pro US$20
Claude Code plans: Pro US$20/month, Max 5x/20x US$100/200, or pay-as-you-go API. Covers usage limits, tips and Taiwan expense claims (checked 2026-09).
Cancel Subscription & Refund: Claude, ChatGPT 2026
Cancel Claude or ChatGPT and get refunds: steps for web, Apple and Google billing, Claude's no-refund policy, Taiwan's 7-day cancellation-right exceptions.
What Is an AI Agent? Chatbot and Workflow Differences
What is an AI agent? It is defined by who decides the next step: chatbot, workflow, or agent. Covers its four parts, failure cases, and cost control.
Codex CLI Tutorial: Install, doctor and sandbox_mode Setup
Codex CLI tutorial: install, first task, codex doctor, sandbox_mode and approval_policy, plus API key sign-in and error fixes (verified 2026-09).
ChatGPT Pricing 2026: Plus, Pro, Business and API Costs
Plus is US$20/month, but Pro, Business and API bill separately. Check current prices, estimate API costs with a token formula, and check Taiwan invoices.
Which AI Services Issue Taiwan Unified Invoices? 2026
A 2026 list of AI services that issue Taiwan unified invoices, judged by actual purchase path. Unconfirmed items are marked; nothing is assumed from brand.
Is Your AI API Relay Safe? Data Leakage, Model Swapping, and What to Do About It
AI API relays carry two risks that are easy to overlook: your prompts and responses pass through a third party's servers, and the model you think you're calling may quietly be swapped for a weaker one. Here's how BYOK and content filtering address both.
Is an AI API Relay Safe? Data Leakage and Model Fakes
AI API relays carry two often-overlooked risks: prompts and responses pass through a third-party server, and models may be swapped for weaker versions.
RisuAI Beginner Guide: Free 10-Minute Start on Phone
RisuAI needs an API key before it can reply. Beginner guide: web and phone setup, differences from SillyTavern, free models, and credit card needs.
SillyTavern Taiwan API: Free Tier, Models, Chat Costs
Set SillyTavern to a Taiwan API via Custom OpenAI-compatible: endpoint, key, model. Free-tier limits, fallback rules, cost example, and troubleshooting order.
Is an AI API Relay Reliable? Multiplier, Exit Risk, Fakes
Price alone is not enough. Learn to read multipliers, spot exit-risk signals, see why intermittent fakes are riskier, and follow a verification checklist.
What Is 降智 (Model Downgrading)? 3 Detection Methods
Jiangzhi (降智) means a relay swaps your paid premium model for a cheaper one. Here are three detection methods and why gut feelings are unreliable.
Does Claude Code Get Dumber on Relays? Hidden Prompt Test
Claude Code getting dumber on a relay is usually not the model. A hidden system prompt in reverse-proxy endpoints is to blame. Here is how to verify it.
Taiwan Firms: AI API or ChatGPT/Claude Subscription?
Which AI purchase fits your team? Compare official chat subscriptions, API and engineer tools on features, seats, keys, cost and Taiwan invoices.
ChatGPT Tax ID & Invoices: OpenAI API Key and First Call
Tax IDs and invoices for ChatGPT and OpenAI: when an eGUI is issued, where to enter your Tax ID, and how to get an API key and make your first call (2026-09).
Gemini Invoices and Tax ID: API Key Setup, First Call
Gemini invoices and Taiwan tax IDs depend on your purchase channel. Learn what receipt each gives, then set up a Gemini API key and make a first call.
Claude Invoices & Billing: API Key Setup, First Call
Claude invoices and billing: invoice and tax ID differences for Pro/Max vs Console API, plus API key setup, first call and Sonnet 5 rates (checked 2026-09).
One API Key for Text, Image, Video, Audio & Embeddings
One base URL and one key for chat, image generation and editing, video, TTS, STT and embeddings. Endpoints, models, billing and limits per modality.
Why Use BazaarLink for DeepSeek? Direct vs Routed
DeepSeek V4 Pro, V4 Flash and R1: which to pick? Call it direct or via BazaarLink, with a free variant, auto failover and TWD invoices for Taiwan teams.
DeepSeek API TWD Cost: Sept 2026 Prices and Usage Estimates
TWD costs for DeepSeek V4 Flash, Pro, V4.1 and R1 at BazaarLink's public customer prices (2026-09-17), with model IDs and three recalculable usage examples.
Gemini API Pricing 2026: Flash-Lite Costs & TWD Estimates
Gemini API pricing 2026: official input/output rates for 3.1 Flash-Lite, 3.8 Flash and 3.1 Pro, free tier, TWD estimates, and API key setup (checked 2026-09).
GPT-5 API Cost in TWD 2026: GPT-5.6 Sol, Terra, Luna
USD/TWD price table for GPT-5 series: GPT-5.6 Sol, Terra, Luna and 5.4-mini per million token prices, plus monthly TWD estimates for three real scenarios.
AI Agent Use Cases for Taiwan SMBs: Bots, Support (2026)
How small Taiwan teams use AI agents: Discord/LINE bots, website support, ticket triage, multi-agent work and content generation, with models, costs and invoices.
Image-to-Video Tutorial: Turn One Image into an AI Video
Image-to-video tutorial: turn a still image into AI video using first/last frames and reference images. Steps, models, costs, 7-day retention, TWD pricing.
AI Video Expense Claims: Get a Taiwan Uniform Invoice
Overseas AI video tools can't issue Taiwan uniform invoices. Here's how companies and freelancers top up in TWD, get a uniform invoice and expense the cost.
AI Video Tools 2026: Sora vs Veo 3.1 vs Kling vs Seedance
Sora, Veo 3.1, Kling and Seedance compared on price, duration, resolution, audio and Taiwan invoice eligibility, with a buying guide for Taiwan users.
Claude API Cost in TWD 2026: Opus 5, Sonnet 5, Haiku 4.5
USD and NT$ price table for Claude Opus 5, Sonnet 5 and Haiku 4.5 per million tokens, plus three monthly cost scenarios in NT$ and why to skip older models.
OpenRouter vs BazaarLink: Taiwan Developer Comparison 2026
Looking for an OpenRouter alternative in Taiwan? Compare pricing, e-invoices, payment methods, model coverage, agent key controls and token transparency.
AI API Bill Spiked 10x? Enterprise Emergency Brakes
Many engineers have hit a sudden AI API bill spike. It covers three structural causes, four-layer budgets, and emergency brakes that stop runaway spend.
LangChain Free LLM API Setup: Python and TypeScript with BazaarLink
Configure ChatOpenAI with BazaarLink in Python or TypeScript, build a small LCEL chain, and check tool support, shared free quotas and streaming usage before deployment.
AI Agents Self-Register and Provision Their Own API Keys
Agents self-register an API key at https://bazaarlink.ai/api/v1/agents/register, or a Management API Key issues capped keys. LangChain, CrewAI, AutoGen.
Multi-Agent API Key Management: Issuance, Budgets, Tracking
How do five agents manage their API keys? Issue a dedicated key per agent via POST /v1/keys, each with its own monthly budget cap and cost tracking.
Enterprise KM and AI: RAG, Model Choice, Department Costs
Enterprise KM fails with AI when public tools lack your private knowledge. Learn the RAG design and split costs by department with BazaarLink keys.
AI Support Costs: Cut API Spend to 25% with Model Routing
Route support questions to a matching model (auto:free, Gemini Flash, Claude Sonnet) via BazaarLink to cut support API costs 75-80% while keeping quality.
What Is Token Padding? How to Detect It in AI APIs
Token padding means an AI API relay reports inflated usage, so you pay for more tokens than were consumed. Learn the signs and check with BazaarLink Probe.
Taiwan AI API Procurement: E-invoices, Billing, Budgets
Buying AI APIs in Taiwan? Handle overseas receipts, eGUI and input-tax documents, and check BazaarLink payment channels, contracts and budget controls.
Best OpenRouter Alternatives 2026: LLM Gateway Comparison
Looking for an OpenRouter alternative? Compare BazaarLink, Together AI, Replicate, and others. Find the best LLM API gateway for your use case.
Best Free LLM APIs in 2026: Quotas, Requirements and a Paid Alternative
Compare BazaarLink, OpenRouter, Groq and Gemini free inference, plus Together's prepaid option. Updated September 2026 with quota checks and an OpenAI client example.
OpenClaw with BazaarLink: Custom Provider Setup and Free-Quota Checks
Register a BazaarLink provider in OpenClaw, set its model reference, validate the config and Gateway, and check tool support and free-model call budgets before automation.
Hermes Agent with BazaarLink: Custom Endpoint Setup and Free-Tier Limits
Configure Hermes Agent through its custom-endpoint wizard, create a BazaarLink key, check model context and tools, and budget multi-call tasks against the free quota.
BazaarLink API Key Guide: Apply, Configure, and Use in Code
How do you get and use a BazaarLink API key? This guide covers signup, setup, and calling AI models from Python and Node.js, plus key management tips.
AI Agents Self-Register for API Keys and Provision Keys
Agents can self-register for a BazaarLink API key via POST /api/v1/agents/register, pay via OKX x402, or receive spend-capped keys from a Management API Key.
Unified AI Gateway for Engineering Teams: One Endpoint
Engineers each run their own API keys, so bills scatter and keys go unrevoked. BazaarLink adds three-tier budgets and central reports for teams of any size.
AI API Expense Accounts for Taiwan Firms: Prepaid Credits
Information service, cloud or software fee? Covers prepaid AI API credits from payment to period-end, expense vs. input VAT, and accountant documents.
AI API Procurement for Taiwan Government and Universities
Taiwan government and research buyers: how to confirm AI API quotes, contracts, receipts, buyer details, expense claims, and BazaarLink enterprise documents.
BazaarLink vs. Direct OpenAI/Anthropic API Invoices
Compare buying OpenAI and Anthropic APIs directly with BazaarLink on receipts, invoices, eGUI, payment channels, currency, and company bookkeeping steps.
AI API Expense Reporting in Taiwan: Invoices & Month-End
Which documents does a company need when buying OpenAI, Claude, or Gemini APIs? Covers invoices, receipts, eGUI, usage records, input tax and reconciliation.
BazaarLink vs. other AI API platforms
Key differences between major AI API platforms in Taiwan:
| Feature | BazaarLink | SiliconFlow | Groq | Together AI |
|---|---|---|---|---|
| Taiwan uniform invoice | ✓ | ✗ | ✗ | ✗ |
| Taiwan dollar billing | ✓ (Beta) | ✗ (CNY) | ✗ (USD) | ✗ (USD) |
| OpenAI-compatible API | ✓ | ✓ | ✓ | ✓ |
| Model coverage | Leading AI models | Mostly open-source | Some open-source | Mostly open-source |
| Free tier | ✓ auto:free | ✓ | ✓ | Limited |
| API quality testing | ✓ BazaarLink Probe | ✗ | ✗ | ✗ |