Anthropic Reasoning & Thinking Live Rates • October 2026

Claude Opus 5.5 Pricing & Token Economics

Claude Opus 5.5 is Anthropic's flagship model for demanding reasoning, coding, and long-horizon agentic work, succeeding Claude Opus 5.

Context Window 1M
Max Completion 128K Tokens
Inference Speed Deliberate / Thinking
CostRatio Score B

Normalized Token Pricing Matrix

Real-time input, completion, and cache rates normalized to $/1M tokens.

📥 Prompt Tokens
$ 4.00 / 1M tokens

Cost for prompts, instructions, document retrieval, and system context sent into the model.

~$0.0040 per 1K tokens
📤 Completion Tokens
$ 20.00 / 1M tokens

Cost for generated text, code, tool calls, and structured JSON responses returned by the model.

~$0.0200 per 1K tokens
⚡ Prompt Caching
$ 0.200 / 1M tokens

Massive 95% savings on repeated context, documents, and system instructions.

Cached Read Discount
⚖️ 3:1 Blended Benchmark
$ 8.000 / 1M tokens

Standard industry benchmark assuming 75% prompt reads and 25% completion generation.

Weighted Benchmark

Claude Opus 5.5 Monthly Bill Estimator

Estimated monthly costs across four standardized enterprise and developer workloads.

Workload Scenario Monthly Token Volume Standard Bill With Prompt Caching
💬
Customer Support Chatbot
10M prompt tokens + 2.5M output tokens per month
12.5M tokens (10M in / 2.5M out) $90.00/mo $63.40/mo -30%
📑
Document Analysis & RAG
30M prompt tokens (PDFs/context) + 3M output summaries
33.0M tokens (30M in / 3M out) $180.00/mo $100.20/mo -44%
💻
Coding Agent / IDE Swarm
60M prompt tokens (repo context) + 15M code completions
75.0M tokens (60M in / 15M out) $540.00/mo $380.40/mo -30%
🤖
Enterprise Agentic Workflow
120M prompt tokens (reasoning loops) + 30M output actions
150.0M tokens (120M in / 30M out) $1080.00/mo $760.80/mo -30%

Need custom token inputs or prompt volumes?

Use our interactive multi-model token calculator to test exact prompt and completion sliders.

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Architecture & Capabilities

Technical parameters, supported modalities, and optimal developer use cases.

🎯 Recommended Use Cases

Deep research, multi-step problem solving, PhD-level analysis

Supported Modalities

📝 Text 👁️ Vision & Images 🛠️ Function / Tool Calling

📐 Context & Output Limits

  • Maximum Context Window: 1,000,000 tokens (1M)
  • Maximum Output Length: 128,000 tokens
  • Speed / Latency Tier: Deliberate / Thinking
  • Official Provider: Anthropic

Frequently Asked Questions

Everything you need to know about Claude Opus 5.5 API pricing and token calculations.

How much does Claude Opus 5.5 cost per 1M tokens?

Claude Opus 5.5 charges $4.00 per 1M input tokens and $20.00 per 1M output tokens. For standard balanced workloads (3:1 input:output ratio), the effective blended rate is $8.000/1M tokens.

Does Claude Opus 5.5 support prompt caching?

Yes. Cached prompt reads are billed at $0.2000 per 1M tokens, saving you up to 95% on repeated context, RAG documents, and system instructions.

What is Claude Opus 5.5's maximum context window?

Claude Opus 5.5 supports up to 1,000,000 tokens (1M) in its context window, allowing you to ingest large files and multi-turn chat history with up to 128,000 tokens generated per response.

How does Claude Opus 5.5 compare to other models?

With a CostRatio rating of B, Claude Opus 5.5 provides competitive token economics for reasoning & thinking tasks. Review the peer comparison table above to compare input and completion rates directly against alternative models.

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