chat.claude_opus_4_8
anthropic/claude-opus-4-8

The Claude Opus 4.8 API is Anthropic's most capable chat model — 1M-token context window, adaptive extended thinking, mid-conversation system-message injection, and prompt caching. The Claude Opus 4.8 API is OpenAI-compatible: point any existing SDK at RouterBase and swap the model name to start using it. Input at $5 / 1M tokens, output at $25 / 1M tokens, cache reads at $0.50 / 1M tokens — all through one REST endpoint.

Input
Claude Opus 4.8
max_tokens4096
temperature1
top_p1
presence_penalty0
frequency_penalty0
Claude Opus 4.8 Online
Hi! I'm a helpful AI assistant. What can I do for you?

Claude Opus 4.8 API: Chat

Use the Claude Opus 4.8 API to run Anthropic's flagship reasoning model with a 1M-token context window.

The Claude Opus 4.8 API is Anthropic's most powerful chat model — 1-million-token context, adaptive extended thinking, mid-conversation system-message injection, and built-in prompt caching. It is fully OpenAI-compatible: point any existing SDK at RouterBase's base URL, swap the model name to claude-opus-4-8, and your first call goes through immediately.

Pricing is $5.00 / 1M input tokens, $25.00 / 1M output tokens, and $0.50 / 1M cached-input reads. One RouterBase key — no Anthropic-specific SDK or separate credentials required.

Why this model

Six reasons teams ship on the Claude Opus 4.8 API

From extended reasoning to prompt caching — what makes Opus 4.8 stand out.

1M-token context

Accepts up to 1 million tokens per request — entire codebases, legal corpora, or long document chains fit in a single call without chunking or retrieval glue.

Adaptive extended thinking

Enable extended reasoning mode to let Opus 4.8 think through hard problems step-by-step before answering. The model allocates internal scratchpad compute to difficult sub-problems automatically — no prompt engineering required.

Mid-conversation system messages

Inject new system instructions between turns. Switch tone, add compliance constraints, or change persona without ending the session — unique to the Anthropic Opus family.

Prompt caching

Cache repeated prefixes with the Claude Opus 4.8 API. Cache reads cost $0.50 / 1M tokens — up to 90% savings on workloads with stable system prompts, few-shot examples, or reference documents.

OpenAI-compatible endpoint

The Claude Opus 4.8 API speaks the OpenAI chat-completions wire format. Any Python, Node, Go, or Rust SDK that works with OpenAI works here — just update the base URL and model name.

One key for 200+ models

The same RouterBase key that calls the Claude Opus 4.8 API also routes to GPT-5, Gemini 3.5 Flash, Sora 2, and 200+ other models — no per-provider credential management.

RouterBase dashboard preview
Quickstart

Get started with the Claude Opus 4.8 API in 3 steps

From sign-up to your first response in under 5 minutes.

  1. Create a RouterBase API key

    Sign up and generate an API key — one key reaches the Claude Opus 4.8 API and every other model in the catalog.

  2. Send your first message

    Point any OpenAI-compatible SDK at routerbase.com/v1 and set the model to claude-opus-4-8. The response follows the standard chat-completions schema — streaming supported.

  3. Inspect usage

    Every response includes a detailed token breakdown — input, output, and cache-read tokens — so cost and cache-hit rate are visible on every call.

Pricing

Pay only for what you use

RouterBase passes through partner-tier pricing. Compared against the model's official published API rate.

Customer stories

What teams build with the Claude Opus 4.8 API

Real production loads running on the Claude Opus 4.8 API and the RouterBase model catalog.

Marcus Reyes
Marcus ReyesCTO, Paradigm AI

The Claude Opus 4.8 API handles our 500K-token legal corpus in one call — no chunking pipeline, no retrieval glue. Ship speed doubled.

Priya Lakshmi
Priya LakshmiFounder, Quillo

We switched from GPT-4 to the Claude Opus 4.8 API with a two-line change. Zero regression on our eval suite.

Thomas Beck
Thomas BeckStaff Engineer, Northbeam

Prompt caching cut our monthly bill by 78% — the system prompt is 40K tokens and hits the cache every time. RouterBase made the switch painless.

Aoi Tanaka
Aoi TanakaML Lead, Daybreak Robotics

Extended thinking solved planning tasks our previous model couldn't touch. Accuracy up 34% on our internal benchmark — all via the Claude Opus 4.8 API.

Jonas Keller
Jonas KellerIndie Developer

One million tokens of context means I can throw the whole repo at it. No more 'context limit exceeded' at 3 AM.

Ethan Nguyen
Ethan NguyenHead of Engineering, Compound Studio

RouterBase puts the Claude Opus 4.8 API and 200+ other models behind one key. Our team stopped filing requests for new provider accounts.

Sophia Martín
Sophia MartínCTO, Relay

Mid-conversation system messages let us hot-swap compliance constraints between turns — no session restart, no lost history.

Lucas Fernandes
Lucas FernandesEngineering Manager, Light

We migrated 42 services to the Claude Opus 4.8 API over a weekend. The only PR comment was 'wait, that's all?'.

David Okonkwo
David OkonkwoCo-founder, Figment

At our token volume, cache-read pricing saves us six figures per quarter. The ROI math was instant the moment we saw the Claude Opus 4.8 API pricing page.

Frequently Asked Questions

Common questions about the Claude Opus 4.8 API.

It is RouterBase's pass-through to Anthropic's Opus 4.8 model — a 1M-token context chat endpoint with adaptive extended thinking, mid-conversation system messages, and prompt caching, served via an OpenAI-compatible REST interface.