Latest
Meta Muse Wonder API: Setup, Pricing and Cost per Request
Call Meta's Muse Wonder as muse-wonder-1.0 at api.meta.ai/v1 with a Model API key: $4 input and $20 output per 1M tokens. Muse Wonder Full is not on the API.
13 min
API Guides
Step-by-step AI API integration: getting and securing API keys, authentication, endpoints and SDKs, OpenAI-compatible setups, and patterns for production use.
- 71 articles
- Updated Nov 6, 2026
Is There a Free AI Video API? What Works Without Paying
As of September 30, 2026, no major video model's API lists a free tier. Magic Hour and Tavus offer free trials; a 5-second Veo 3.1 Lite test costs $0.25.
13 min
Gemini API Pricing 2026: Token Rates, Free Tier, and Key Cost
A Gemini API key is free, but usage is free only within per-project limits. Gemini 3.8 Flash costs $0.75/$3.75 per 1M tokens; Gemini 4 Argon is paid-only at $2/$10 until Dec 1.
18 min
grok-imagine-image-quality Retired: Now 2.0 at Low, What to Set
xAI retired grok-imagine-image-quality on November 2, 2026. Old calls still work on grok-imagine-image-2.0 at low; set model and quality yourself.
8 min
Claude API Key: How to Get One, Is It Free, and Safe Buying
Creating a Claude API key is free; calls spend prepaid credits. New users get a small test credit, Max, Ultra, and Team add monthly API credits, and Pro adds none.
16 min
Free Image API in 2026: Unsplash 1,000/hr, Pexels New Keys Paused
Pexels still pauses new API keys as of November 2, 2026. Unsplash allows 1,000 requests an hour after approval; Pixabay and keyless Openverse work today.
20 min
Claude Batch API Pricing: When 50% Off Beats Prompt Caching
The Claude Batch API halves every token price for jobs that can wait up to 24 hours, but on a big shared prompt, cached standard calls can still cost less.
17 min
Claude Prompt Caching: How It Works, Costs, 512-Token Minimum
Mark a stable prefix with cache_control and Claude reuses it for 5 minutes or 1 hour. Reads cost 0.05x input on Opus and Sonnet 5.5; prefixes need 512+ tokens.
19 min
Claude Structured Output: JSON Schema Guide and What Still Fails
Put a JSON schema in output_config.format and Claude returns matching JSON in the text block. Still check stop_reason and validate ranges and lengths yourself.
12 min
Gemini API Error Troubleshooting: 429 RESOURCE_EXHAUSTED, 400/500
A Gemini 429 RESOURCE_EXHAUSTED can be a per-minute limit, a daily quota, a spend cap or no quota for the model. The error body says whether to retry or stop.
17 min
Gemini Context Caching: Implicit vs Explicit, Pricing, Hit Rates
Gemini 4 Argon caches only implicitly, at 95% off. A one-hour explicit cache on 3.8 Flash beats no cache from the 2nd request. Implicit hits aren't guaranteed.
19 min
OpenAI vs Claude Cache Pricing: How Cached Tokens, Cache Writes, and Cache Reads Are Billed
OpenAI cache hits are cached input tokens, and GPT-5.6+ also bills cache writes; Claude separates cache writes and reads. Use this dated guide to audit repeated-context API and agent bills.
15 min
Gemini "Requests ending with a model turn are not supported" Fix
Gemini 3.6 Flash and later, including Gemini 4 Argon, reject any request whose last turn is model (assistant). End contents on a user turn to fix the 400.
11 min
Gemini 4 Argon API finish_reason: CONTINUATION and Empty Replies
Gemini 4 Argon: resend with continuationToken on CONTINUATION, raise the budget when MAX_TOKENS has no text. OpenAI-compatible endpoints can't continue.
13 min
Gemini API Free Tier 2026: Limits, Free Models, and Free API Keys
Gemini API keys are free, but free inference requires an eligible project, model and feature. Check live limits, grounding exceptions, 403s and data-use rules.
21 min
Qwen Image 2.1 Free API: ModelScope Token, Daily Cap, and Code
ModelScope runs a free Qwen-Image-2.1 API once you bind a real-name-verified Alibaba Cloud account. At 1 credit per call, that tops out near 250 calls a day.
12 min
Qwen Image 2.1 Turbo API: Python Code and $0.014–$0.016 Pricing
Turbo is live on Alibaba Cloud Model Studio at $0.016 per image in Singapore or $0.014133 in the Global regions, 120 RPM per account. Python code included.
14 min
How to Set Up DeepSeek on Janitor AI: Proxy URL, Model Name, Key
For DeepSeek in Janitor AI, enter https://api.deepseek.com/chat/completions and the model deepseek-flash. deepseek-chat was discontinued on July 24, 2026.
16 min
OpenAI API Credits Expire After One Year: Check Each Purchase
OpenAI API credits expire a year after each purchase and can't be extended. Expired credits return only for billing errors, unauthorized use, or OpenAI faults.
15 min
Best Free AI API Provider: Pick by Limits, Data Use, and Region
Start with Gemini's free tier unless your prompts are private or you're outside its regions; add Groq or OpenRouter for headroom. As of September 26, 2026.
16 min
Google AI Studio API Key: Is It Free? Create, Secure, Verify
The Gemini API key from Google AI Studio is free. Flash, Flash-Lite and 2.5 Pro calls are free within project limits; image models and 3.1 Pro need billing.
10 min
Nano Banana API Docs and Tutorial: Key, Model IDs, and Code
Nano Banana is the Gemini API's image model family, used with an AI Studio key. Start new code on gemini-nano-banana-2.1; Nano Banana 2 is now deprecated.
21 min
Free AI Image Generation API in 2026: Daily Image Limits Compared
As of October 10, 2026, Cloudflare Workers AI is the main recurring free image API: about 173 FLUX images a day. Hugging Face, Gemini and OpenAI give none.
14 min
GPT-5.4 Free API: Every Way to Access It and What Each Costs
As of October 10, 2026, GPT-5.4 has no free API tier. Paid orgs that share data with OpenAI can get up to 1M free tokens a day; otherwise it's $2.50/$15 per 1M.
20 min