AnyModelBlog
Practical guides and honest comparisons — picking the right AI model and using them all through one API.
Straightforward writing about choosing and using AI models: how the latest GPT, Claude and Gemini releases actually differ, which model fits which job, and how to wire them into your editor or coding agent.
Every guide is hands-on and vendor-neutral — we cover real pricing, context limits and trade-offs rather than launch-day hype — and each one shows how to reach the model through a single OpenAI-compatible API.
Ghost Mode — zero-retention API keys for sensitive work
How AnyModel's Ghost Mode keeps your prompts off our disks, what "zero-retention" actually means, and why we won't claim "100% privacy".
Prompt injection and jailbreaks — how prompts get hacked, and how to defend
A practical guide to prompt injection, jailbreaks and data leakage — the main attack techniques, a layered defense checklist, and how to stress-test your own prompts across models.
How to use Claude Code through one API
Run Claude Code on a single OpenAI-compatible endpoint, switch between Claude, GPT, Gemini and more with one key, and start free — here's the setup.
The US ban on Anthropic's top models — what happened and how to stay unblocked
The US barred foreign access to Anthropic's most powerful models, and Anthropic pulled them. Here's what happened, who's affected, and how multi-model access keeps you running.
How to use Codex CLI through one API
Point OpenAI's Codex CLI at one OpenAI-compatible endpoint and reach GPT, Claude, Gemini, DeepSeek and more with a single API key. Setup in one line.
How to use Claude Code for free (and cheaper after that)
Run Claude Code without a Claude Max subscription — start on free credits, then pay per token. Setup in one command.
How to use Cursor through one API
Point Cursor at one OpenAI-compatible endpoint and reach GPT, Claude, Gemini, DeepSeek and more with a single key. Step-by-step setup, no per-vendor accounts.
The cheapest way to use OpenAI Codex in 2026
Run the Codex CLI without a pricey plan — free starter credits, then pay per token across GPT-5.2 Codex and cheaper alternatives.
How to use Windsurf through one API
Connect Windsurf to GPT, Claude, Gemini, DeepSeek and more through one OpenAI-compatible endpoint. Step-by-step setup, no credit card, free tokens to start.
How to use Zed through one API
Connect Zed's AI assistant to GPT, Claude, Gemini, DeepSeek and more through one OpenAI-compatible endpoint. Step-by-step setup with a single API key.
A cheaper ChatGPT Plus alternative — pay per token, not per month
Skip the $20/month flat fee. Access GPT, Claude and Gemini through one API and pay only for what you use. Free credits to start.
How to use OpenCode through one API
Point OpenCode at a single OpenAI-compatible endpoint and switch between GPT, Claude, Gemini, DeepSeek and more with one API key. Setup in minutes.
How to use Gemini CLI through one API
Point Google's Gemini CLI at AnyModel's OpenAI-compatible endpoint and use Gemini, GPT, Claude and more with one API key. Step-by-step setup, no card.
How to use Cline through one API
Connect Cline to GPT, Claude, Gemini, DeepSeek and more through one OpenAI-compatible endpoint. Step-by-step setup, model switching, and free tokens to start.
How to use Gemini 3 free in any coding tool
Run Gemini 3 Flash and Pro through Codex, Cursor or any OpenAI-compatible client — free starter credits, one model id.
How to use Aider through one API
Connect Aider to every major LLM with a single OpenAI-compatible key. Switch GPT, Claude, Gemini, DeepSeek and more by editing one model id.
GPT-5.2 vs Claude Opus 4.6 vs Gemini 3 Pro — which to use in 2026
A practical, no-hype comparison of the three frontier AI models on reasoning, coding, context and price — and how to switch between them through one API.
How to use Continue through one API
Point Continue at one OpenAI-compatible endpoint and reach GPT, Claude, Gemini, DeepSeek and more with a single key. Free to start, no credit card.
How to use Codex CLI cheaper without a subscription
Run OpenAI Codex CLI without a monthly subscription. Pay per token through one OpenAI-compatible gateway, start free, and swap models in seconds.
How to use Cursor cheaper without a subscription
Cut Cursor costs by dropping the $20/mo plan and wiring in a pay-per-token, OpenAI-compatible gateway. One key, every model, no minimums, no lock-in.
How to use Windsurf cheaper without a subscription
Cut your Windsurf costs by skipping the subscription and wiring it to a pay-per-token, OpenAI-compatible gateway. Step-by-step setup, model tips, and pricing math.
How to use Zed cheaper without a subscription
Run Zed's AI features without a monthly plan. Point Zed at one OpenAI-compatible endpoint, pay per token, and switch between GPT, Claude, and Gemini freely.
How to use OpenCode cheaper without a subscription
Cut your OpenCode bill without a monthly plan. Use one OpenAI-compatible key to reach GPT, Claude, Gemini and more, pay only for tokens you use.
How to use Gemini CLI cheaper without a subscription
Run Gemini CLI on pay-per-token pricing with no subscription. Point it at one OpenAI-compatible endpoint, switch models freely, and start with free tokens.
How to use Cline cheaper without a subscription
Run Cline without a monthly subscription. Use one OpenAI-compatible key for GPT, Claude, Gemini and more, pay per token, and start with free tokens.
One API for every AI model — why you shouldn't juggle five providers
Managing separate accounts, keys and bills for OpenAI, Anthropic and Google is friction you don't need. Here's how a single OpenAI-compatible endpoint fixes it.
How to use Aider cheaper without a subscription
Run Aider for less without a monthly plan. Pay per token through one OpenAI-compatible endpoint, switch models freely, and start free with no credit card.
How to use Continue cheaper without a subscription
Run Continue in VS Code or JetBrains without a monthly plan. Point it at one OpenAI-compatible endpoint, pay only per token, and switch models freely.
GPT-5.2 API - pricing, context window and best use cases
A practical guide to the GPT-5.2 API - how token pricing works, what the large context window unlocks, where it shines, and how to call it without lock-in.
GPT-5.2 Codex API - pricing, context window and best use cases
A practical guide to the GPT-5.2 Codex API - how pricing works, what its context window means for real projects, and the coding tasks it handles best.
GPT-5.1 Codex API - pricing, context window and best use cases
A practical guide to the GPT-5.1 Codex API - how pricing works, the size of its context window, the coding tasks it handles best, and how to call it.
Claude Opus 4.6 API - pricing, context window and best use cases
Claude Opus 4.6 API guide: $5/$25 per million tokens, a 1M-token context window, and its best use cases - plus how to call it via one OpenAI-compatible endpoint.
Claude Sonnet 4.6 API - pricing, context window and best use cases
A practical guide to the Claude Sonnet 4.6 API - real pricing per million tokens, its 1M-token context window, adaptive thinking, and the workloads it fits best.
How to connect the Codex CLI to any model in one command
Point the Codex CLI at GPT, Claude or Gemini through a single endpoint — one line, no manual config files.
Claude Haiku 4.5 API - pricing, context window and best use cases
Claude Haiku 4.5 API guide - $1/$5 per million tokens, 200K context window, and the tasks it wins at. Plus how to call it through AnyModel.
Gemini 3 Pro API - pricing, context window and best use cases
A practical guide to the Gemini 3 Pro API - how token pricing works, what its long context window unlocks, where it shines, and how to call it in one line.
Gemini 3 Flash API - pricing, context window and best use cases
A practical guide to the Gemini 3 Flash API - what it costs per token, how big its context window is, where it shines, and how to call it through one endpoint.
DeepSeek V3.2 API - pricing, context window and best use cases
A practical guide to the DeepSeek V3.2 API - what it costs, how big its context window is, where it shines, and how to call it through one OpenAI-compatible endpoint.
GLM-5 API - pricing, context window and best use cases
A practical guide to the GLM-5 API - how pricing and context windows work, where the model fits best, and the fastest way to call it through one endpoint.
Kimi K2.5 API - pricing, context window and best use cases
A practical guide to the Kimi K2.5 API - how its context window works, what to budget per token, ideal use cases, and how to call it through one OpenAI-compatible endpoint.
Qwen3 Coder API - pricing, context window and best use cases
A practical guide to the Qwen3 Coder API - how pricing works, its huge context window, where it shines, and how to call it through one OpenAI-compatible endpoint.
Grok Code Fast API - pricing, context window and best use cases
A practical guide to Grok Code Fast - its context window, token pricing, real strengths for coding, and how to call it through one OpenAI-compatible endpoint.
How to use GPT-5.2 in Claude Code
Run GPT-5.2 inside Claude Code in minutes through AnyModel's OpenAI-compatible gateway — one install line, one API key, no subscription. Step-by-step guide.
How to use GPT-5.2 in Codex CLI
Run GPT-5.2 inside Codex CLI through one OpenAI-compatible endpoint. A clear setup guide with a one-line installer, model switching, and free starter tokens.
How to use GPT-5.2 in Cursor
Connect GPT-5.2 to Cursor in minutes using one OpenAI-compatible endpoint and a single AnyModel key — plus switch to Claude, Gemini, or Grok with one line.
How to use GPT-5.2 in Windsurf
Connect GPT-5.2 to Windsurf in minutes using one OpenAI-compatible endpoint. Step-by-step setup, model switching, and a free 6M-token start with AnyModel.
How to use GPT-5.2 in Zed
Connect GPT-5.2 to the Zed editor in minutes using one OpenAI-compatible endpoint. Step-by-step setup, config snippets, and tips to switch models freely.
How to use GPT-5.2 Codex in Claude Code
Run GPT-5.2 Codex inside Claude Code through one OpenAI-compatible endpoint. A one-line install, model switching, and free tokens to start — no credit card.
How to use GPT-5.2 Codex in Codex CLI
Run GPT-5.2 Codex in the Codex CLI in minutes. A one-line install, config tips, model switching, and a free-token path through AnyModel's OpenAI-compatible gateway.
How to use GPT-5.2 Codex in Cursor
A practical guide to wiring GPT-5.2 Codex into Cursor through one OpenAI-compatible endpoint, with a working config, model IDs, and free tokens to start.
How to use GPT-5.2 Codex in Windsurf
Connect GPT-5.2 Codex to Windsurf through one OpenAI-compatible endpoint. Step-by-step setup, model switching, and free tokens to start — no credit card.
How to use GPT-5.2 Codex in Zed
Connect GPT-5.2 Codex to the Zed editor through one OpenAI-compatible endpoint. Step-by-step setup, config snippets, and tips for fast AI-assisted coding.
How to use GPT-5.1 Codex in Claude Code
Run GPT-5.1 Codex inside Claude Code with one OpenAI-compatible endpoint. A one-line install, free tokens to start, and no credit card needed.
How to use GPT-5.1 Codex in Codex CLI
A practical, step-by-step guide to running GPT-5.1 Codex inside Codex CLI through AnyModel's OpenAI-compatible endpoint — one install line, one API key, no card.
How to use GPT-5.1 Codex in Cursor
Wire GPT-5.1 Codex into Cursor through one OpenAI-compatible endpoint. Step-by-step setup, model IDs, and how to switch models without changing code.
How to use GPT-5.1 Codex in Windsurf
Connect GPT-5.1 Codex to Windsurf in minutes with one OpenAI-compatible endpoint. Step-by-step setup, model switching, and free tokens to start.
How to use GPT-5.1 Codex in Zed
Connect GPT-5.1 Codex to the Zed editor through one OpenAI-compatible endpoint. Step-by-step setup, config snippets, and tips for fast, in-editor coding.
How to use Claude Opus 4.6 in Claude Code
Connect Claude Opus 4.6 to Claude Code in one command using AnyModel's OpenAI-compatible gateway. One key, one base URL, and pay-per-token access — no subscription.
How to use Claude Opus 4.6 in Codex CLI
Run Claude Opus 4.6 inside OpenAI's Codex CLI through one OpenAI-compatible endpoint. One-line install, model switching, and free tokens to start.
How to use Claude Opus 4.6 in Cursor
Set up Claude Opus 4.6 in Cursor through one OpenAI-compatible endpoint. Add a custom base URL, paste one API key, and switch models without juggling vendors.
How to use Claude Opus 4.6 in Windsurf
Connect Claude Opus 4.6 to Windsurf in minutes using one OpenAI-compatible endpoint. Step-by-step setup, model IDs, and free tokens to start, no credit card.
How to use Claude Opus 4.6 in Zed
Wire Claude Opus 4.6 into the Zed editor through one OpenAI-compatible endpoint. Step-by-step setup, config snippets, and tips for fast, agentic coding.
How to use Claude Sonnet 4.6 in Claude Code
Set up Claude Sonnet 4.6 in Claude Code through AnyModel's OpenAI-compatible gateway — one API key, one install line, and a single model id to switch.
How to use Claude Sonnet 4.6 in Codex CLI
Run Claude Sonnet 4.6 inside OpenAI's Codex CLI through one OpenAI-compatible endpoint. One-line install, one API key, free tokens to start, no card.
How to use Claude Sonnet 4.6 in Cursor
Connect Claude Sonnet 4.6 to Cursor in minutes using an OpenAI-compatible endpoint. Step-by-step setup, model IDs, and tips to keep costs predictable.
How to use Claude Sonnet 4.6 in Windsurf
Connect Claude Sonnet 4.6 to Windsurf in minutes using AnyModel's OpenAI-compatible endpoint. One API key, one base URL, no subscription or credit card.
How to use Claude Sonnet 4.6 in Zed
Connect Claude Sonnet 4.6 to the Zed editor in minutes using an OpenAI-compatible endpoint. Step-by-step setup, config, and tips for fast AI coding.
How to use Claude Haiku 4.5 in Claude Code
A practical guide to running Claude Haiku 4.5 inside Claude Code through AnyModel's OpenAI-compatible gateway, with a one-line install and model-switching tips.
How to use Claude Haiku 4.5 in Codex CLI
A practical guide to running Claude Haiku 4.5 inside Codex CLI through one OpenAI-compatible endpoint — install, configure, switch models, and keep costs low.
How to use Claude Haiku 4.5 in Cursor
Set up Claude Haiku 4.5 in Cursor with an OpenAI-compatible endpoint. Step-by-step guide using one API key for fast, low-cost AI coding in your editor.
How to use Claude Haiku 4.5 in Windsurf
Wire Claude Haiku 4.5 into Windsurf through one OpenAI-compatible endpoint. Step-by-step setup, model id, free tokens, and tips for fast, cheap coding.
How to use Claude Haiku 4.5 in Zed
Connect Claude Haiku 4.5 to the Zed editor through one OpenAI-compatible endpoint. Step-by-step setup, model ids, and tips for fast, low-cost AI coding.
GPT-5.2 vs Claude Opus 4.6 - which to choose
A practical, honest comparison of GPT-5.2 and Claude Opus 4.6 for coding, writing, and agents - plus how to test both on one API key without switching tools.
Claude Sonnet 4.6 vs GPT-5.2 Codex - which to choose
A practical comparison of Claude Sonnet 4.6 and GPT-5.2 Codex for coding, reasoning, and agentic work, plus how to run both from one API key.
Gemini 3 Pro vs Claude Opus 4.6 - which to choose
A practical, honest comparison of Gemini 3 Pro and Claude Opus 4.6 — strengths, costs, context, and when to pick each. Test both behind one API key.
GPT-5.2 vs Gemini 3 Pro - which to choose
A practical, honest comparison of GPT-5.2 and Gemini 3 Pro for coding, reasoning, long context and cost - plus how to test both behind one API key.
Claude Sonnet 4.6 vs Gemini 3 Flash - which to choose
A practical, honest comparison of Claude Sonnet 4.6 and Gemini 3 Flash - coding, reasoning, speed, cost and how to test both behind one API key.
DeepSeek V3.2 vs Claude Sonnet 4.6 - which to choose
A practical, honest comparison of DeepSeek V3.2 and Claude Sonnet 4.6 - cost, coding, reasoning, and context - plus how to run both from one API key.
GLM-5 vs Qwen3 Coder - which to choose
A practical, honest comparison of GLM-5 and Qwen3 Coder for real coding work — strengths, trade-offs, costs, and how to test both on one API key.
Kimi K2.5 vs DeepSeek V3.2 - which to choose
Kimi K2.5 vs DeepSeek V3.2 compared on agentic coding, long context, reasoning, and cost. A practical guide to picking the right open model for your workload.
GPT-5.1 Codex vs Claude Sonnet 4.6 - which to choose
A practical, honest comparison of GPT-5.1 Codex and Claude Sonnet 4.6 for coding, agents, and long context - plus how to test both from one API key.
Gemini 3 Flash vs GPT-5.2 - which to choose
A practical, no-hype comparison of Gemini 3 Flash and GPT-5.2 - speed, cost, context, reasoning, and how to switch between them with one API key.
Grok Code Fast vs GLM-5 - which to choose
A practical, honest comparison of Grok Code Fast and GLM-5 for coding, agents, and everyday tasks - speed, cost, context, and how to run both from one API.
Claude Haiku 4.5 vs Gemini 3 Flash - which to choose
A practical, honest comparison of Claude Haiku 4.5 and Gemini 3 Flash for coding, agents, and high-volume tasks - plus how to test both from one API key.
What is an OpenAI-compatible API and why it matters
An OpenAI-compatible API lets one base_url and key reach many models. Learn how it works, why it cuts lock-in, and how to switch models in one line.
How to cut your LLM API costs without losing quality
Practical ways to lower your LLM API bill without hurting output quality, including model routing, prompt hygiene, caching, and switching by a single model id.
The best AI model for coding in 2026
Honest 2026 guide to the best AI models for coding — Claude, GPT, Gemini, DeepSeek, Qwen and more — plus how to test them all from one API key.
What is a token, and how LLM billing actually works
Tokens are the unit AI models read, write, and charge for. Learn what a token is, how input vs output pricing works, and how to estimate and control LLM costs.
Streaming vs non-streaming LLM responses explained
Streaming vs non-streaming LLM responses compared — latency, UX, cost, and parsing trade-offs, plus how to switch modes with one OpenAI-compatible API.
Function calling and tools across GPT, Claude and Gemini
How function calling and tool use differ across GPT, Claude and Gemini — schemas, multi-tool turns, parallel calls — and how to test all three from one endpoint.
Context windows explained - 128K vs 200K vs 1M tokens
What 128K, 200K, and 1M token context windows really mean, how much text they hold, when bigger helps, and how to switch models without rewriting code.
How to switch LLM providers without rewriting your code
Swap GPT, Claude, Gemini, DeepSeek and more by changing one string. A practical guide to provider-agnostic LLM code using one OpenAI-compatible endpoint.
Pay-per-token vs subscriptions - which is cheaper for you
Pay-per-token or a flat monthly subscription? Compare the real costs, break-even points, and usage patterns so you pick the cheaper option for your AI workload.
How to pick the right model for each task and save money
A practical guide to matching AI models to tasks — routing cheap work to small models and hard work to frontier ones — so you cut costs without losing quality.
Rate limits explained, and how a proxy smooths them out
Rate limits (RPM, TPM, concurrency) cause 429 errors at the worst times. Learn how they work and how a unified proxy gateway smooths spikes across models.
Self-hosting an LLM vs using a unified API gateway
Self-host an LLM or call a unified API gateway? Compare real costs, latency, model access, and privacy so you can pick the right path for your project.
How to test prompts across multiple models at once
A practical guide to A/B testing the same prompt across GPT, Claude, Gemini, DeepSeek and more from one OpenAI-compatible endpoint, no extra accounts.
Reasoning effort settings - when high vs low pays off
A practical guide to reasoning effort settings in modern LLMs - when high effort earns its cost, when low wins, and how to test both on one endpoint.
The cheapest models for high-volume AI tasks
A practical guide to picking the cheapest AI models for high-volume jobs like classification, extraction, and summarization — and how to run them all from one key.
How to use one API key across Codex, Cursor and Claude Code
Use a single OpenAI-compatible API key across Codex, Cursor and Claude Code. One base URL, every model, no per-tool billing. Setup in minutes.
Embeddings, images and audio through one endpoint
Run embeddings, image generation and audio models through a single OpenAI-compatible endpoint. One base URL, one API key, switch models by changing a string.
How RAG apps choose a model — cost vs quality tradeoffs
A practical guide to picking the right LLM for retrieval-augmented generation — balancing answer quality, latency, and cost without guessing or vendor lock-in.
A beginner guide to coding agents and how to connect them
New to coding agents? Learn what tools like Codex, Claude Code, and Cursor do, how to connect them in one line, and how to switch models without lock-in.
How to estimate your monthly AI spend before you commit
A practical guide to forecasting your monthly AI costs before signing up — token math, real-world usage examples, and a free way to measure first.
AI account bans are rising — what developers can do to stay resilient
AI account bans and deplatforming are hitting developers in 2025-2026. Here is what the data shows and how multi-provider access keeps your app running.
When one AI provider locks you out - the case for multi-provider access
Outages, ban waves and quota cuts can sever your AI access overnight. Here is why single-provider dependency is a real risk and how multi-provider access fixes it.
How AI is changing CAPTCHAs — and which ones still hold up
AI now beats image CAPTCHAs that once stopped bots. Here is an analytical look at which CAPTCHA categories still hold up in 2026 and what it means for developers.
AI provider outages in 2025-2026 and how to survive them
Real AI outages from 2025-2026 — OpenAI, Anthropic, AWS, Cloudflare — and a practical playbook for surviving them with multi-provider failover.
Model deprecations - how to avoid breakage when a model is retired
Model retirements now hit every few months. Here is how deprecation policies actually work and how to design apps that survive when a model id disappears.
Why region restrictions on AI services keep tripping up developers
AI providers keep tightening geographic and ownership-based access rules. Here's why region restrictions break builds, and how multi-provider access reduces the risk.
The hidden cost of vendor lock-in with a single AI provider
Single-provider AI dependence hides real costs: outages, price swings, and migration pain. Here's how multi-provider access makes those costs go away.
Data retention in AI APIs - what providers actually keep
A grounded look at how OpenAI, Anthropic, and Google handle API data retention in 2025-2026 - default windows, training, court orders, and zero-retention options.