- AI KATANA
- Posts
- Claude 4 Arrives With Opus 4 and Sonnet 4 Leading a New AI Wave
Claude 4 Arrives With Opus 4 and Sonnet 4 Leading a New AI Wave
We unpack the specs, pricing, benchmarks and enterprise impact of these cutting-edge LLMs

TL;DR – Anthropic’s Claude 4 family (Opus 4 & Sonnet 4) delivers deeper reasoning, tool-use, long-horizon agent workflows and competitive pricing. Opus 4 is the new heavyweight champion for complex tasks, while Sonnet 4 brings near-GPT-4 performance at one-fifth the cost.
Why Claude 4 Matters
Anthropic has officially unveiled the Claude 4 generation, comprising Opus 4 and Sonnet 4. The company positions the new models as the “most capable frontier LLMs for coding, advanced reasoning and agentic AI.”
Claude 4 at-a-Glance
Model | Context Window | Top-line Benchmarks* | List Price (USD / 1 M tokens) | Ideal Use Cases |
---|---|---|---|---|
Opus 4 | 32 k tokens in fast mode | MMLU 0.86, CodeBench wins vs. GPT-4o | $15 input / $75 output | Multi-step research, software agents, RAG with huge corpora |
Sonnet 4 | 64 k tokens (single mode) | MMLU 0.83, CodeBench on par w/ GPT-4o-Mini | $3 input / $15 output | Everyday drafting, analysis, customer chatbots |
*Anthropic internal plus open-source leaderboard averages; full table ➜ See Simon Willison’s comparison.

Key Innovations
Hybrid “Extended Thinking” – Models decide when to pause and spin up extra compute for chain-of-thought steps, giving users instant answers for easy prompts and exhaustive reasoning for hard ones.
Native Tool-Use API – Secure function-calling with parallel execution lets Claude orchestrate web search, code runners, or internal business tools simultaneously.
Persistent Memory Files – When granted file access, Opus 4 can write and reference memory docs to maintain long-term context across sessions.
Improved Guardrails – Reinforced Constitutional AI plus red-team tuning up to March 2025 training cut-off.
Deep Dive: Claude Opus 4
Opus 4 is Anthropic’s flagship. Early testers report:
Chain-of-thought reliability rivals—and occasionally surpasses—GPT-4o in benchmarks like Complex CoT and GSM-Hard.
Code quality: passes 91 % of HumanEval-Plus, thanks to a dedicated “compiler dreams” sub-model.
Throughput: 56 tokens/s median; slower than Sonnet 4 but still faster than Opus 3 under identical latency caps.
Pricing & Plans
Opus 4 keeps the Opus 3 tariff—$15 / $75 per million input/output tokens—via the Anthropic API, AWS Bedrock and Google Vertex AI.
Spotlight on Claude Sonnet 4
Sonnet 4 replaces the popular Sonnet 3.7 as Anthropic’s “smart-efficient” daily driver:
Faster: sub-300 ms median latency on 32-token outputs.
Cost-effective: $3 input / $15 output per M tokens—unchanged from Sonnet 3.7.
Access: rolls out to free Claude users, with priority capacity for Pro, Max, Team and Enterprise tiers.
Benchmarks & Real-World Performance
Benchmark | Opus 4 Score | Sonnet 4 Score | GPT-4o (OpenAI) | Gemini 1.5 Pro (Google) |
---|---|---|---|---|
MMLU (5-shot) | 86 % | 83 % | 87 % | 82 % |
Codebench | 79 % | 72 % | 78 % | 69 % |
GSM-Hard | 94 % | 90 % | 92 % | 88 % |
(Anthropic internal + open benchmarks, May 2025.)
Enterprise Impact
Workflow Orchestration – Parallel function calling slashes runtimes for multi-tool agents; demo: an Opus 4 agent completed a 12-step market-research pipeline in 47 seconds vs 4 min on Claude 3.
Private Deployment – Models ship on-prem via Anthropic’s “Dedicated Cloud” and in-VPC endpoints inside Bedrock and Vertex AI for compliance-heavy sectors.
Claude 4 vs Claude 3.5 & GPT-4o – Should You Upgrade?
Factor | Claude 3.5 | Claude 4 | GPT-4o |
---|---|---|---|
Intelligence | Good | Excellent | Excellent |
Costs | $$–$$$ | $$–$$$$ | $$$$ |
Multimodal (vision) | ✔︎ | ✔︎ (beta) | ✔︎ |
Tool-use | Basic | Parallel, first-class | Basic |
If you need the highest factual accuracy, code generation or long-horizon planning—and can tolerate higher output-token costs—Opus 4 is unmatched today. For general content creation, analytics and chat, Sonnet 4 offers near-frontier quality at commodity pricing.
Getting Started
API – Sign up for the Anthropic console or enable Claude 4 in AWS Bedrock / Google Vertex AI.
SDKs – Update
@anthropic-ai/sdk
to^1.4.0
to access themodel: "claude-4-opus"
or"claude-4-sonnet"
endpoints.Prompt Migration – Swap system prompts from “You are Claude 3” ➜ “You are Claude 4.” Anthropic advises trimming redundant instructions due to stricter adherence heuristics.
Frequently Asked Questions
Q 1. What is the context window of Claude 4?
Opus 4: 32 k (fast) / 128 k (extended). Sonnet 4: 64 k.
Q 2. How much does Claude 4 cost?
Opus 4: $15 input / $75 output per million tokens. Sonnet 4: $3 input / $15 output.
Q 3. Where can I try it?
Anthropic’s web/iOS/Android apps, plus AWS Bedrock, Google Vertex AI and the Anthropic API.