Anthropic vs Anthropic

Claude 4 Sonnet vs Claude 4.5 Haiku

Compare Claude 4 Sonnet and Claude 4.5 Haiku across pricing, context window, capabilities, benchmarks, and API access to choose the better fit for reasoning-heavy tasks versus reasoning-heavy tasks.

Overview Comparison

Structured side-by-side differences for the highest-signal model metadata.

Claude 4 Sonnet
Claude 4.5 Haiku

Provider

The entity that currently provides this model.

Claude 4 Sonnet Anthropic
Claude 4.5 Haiku Anthropic

Model ID

The routed model identifier exposed by upstream providers.

Claude 4 Sonnet anthropic/claude-sonnet-4
Claude 4.5 Haiku anthropic/claude-haiku-4.5

Input Context Window

The number of tokens supported by the input context window.

Claude 4 Sonnet 200,000 tokens
Claude 4.5 Haiku 200,000 tokens

Maximum Output Tokens

The number of tokens that can be generated by the model in a single request.

Claude 4 Sonnet 64,000 tokens tokens
Claude 4.5 Haiku 64,000 tokens tokens

Open Source

Whether the model's code is available for public use.

Claude 4 Sonnet No
Claude 4.5 Haiku No

Release Date

When the model was first released.

Claude 4 Sonnet May 22, 2025
Claude 4.5 Haiku Oct 15, 2025

Knowledge Cut-off Date

When the model's knowledge was last updated.

Claude 4 Sonnet 2025-01-31
Claude 4.5 Haiku 2025-02-28

API Providers

The providers that currently expose the model through an API.

Claude 4 Sonnet
OpenRouter
Claude 4.5 Haiku
Vertex AI

Modalities

Types of data each model can process or return.

Claude 4 Sonnet
Text Image File Code
Claude 4.5 Haiku
Text Image File

Pricing Comparison

Compare current token pricing before you choose the cheaper or more scalable API option.

Claude 4 Sonnet Anthropic
Input price $3.00 Per 1M tokens
Output price $15.00 Per 1M tokens
Claude 4.5 Haiku Anthropic
Input price $1.00 Per 1M tokens
Output price $5.00 Per 1M tokens

Capabilities Comparison

See where each model overlaps, where they differ, and which one supports more of the features you care about.

Capability
Claude 4 Sonnet
Claude 4.5 Haiku
Agentic Tool Use Supports tool calling and multi-step workflows, enabling integration with external APIs and use as a subagent in complex AI pipelines.
Claude 4 Sonnet Supported
Claude 4.5 Haiku
Built-in Reasoning Includes a reasoning mode that allows the model to work through complex problems step by step before producing a final answer.
Claude 4 Sonnet
Claude 4.5 Haiku Supported
Code Generation Handles code generation, debugging, refactoring, and autonomous codebase navigation, achieving a 72.7% score on the SWE-bench benchmark.
Claude 4 Sonnet Supported
Claude 4.5 Haiku
Coding Performance Delivers strong results on coding tasks, producing code generation and debugging outputs comparable to heavier models at lower cost and higher speed.
Claude 4 Sonnet
Claude 4.5 Haiku Supported
Configurable Parameters Exposes numeric configuration options such as temperature and token limits, giving developers fine-grained control over output behavior.
Claude 4 Sonnet Supported
Claude 4.5 Haiku
Extended Output Generates up to 64,000 tokens in a single response, supporting long-form code generation, detailed reports, and multi-step outputs.
Claude 4 Sonnet
Claude 4.5 Haiku Supported
File
Claude 4 Sonnet Supported
Claude 4.5 Haiku Supported
High Throughput Speed Optimized for low-latency responses, making it suitable for real-time applications such as live coding assistants and customer support bots.
Claude 4 Sonnet
Claude 4.5 Haiku Supported
Hybrid Reasoning Supports both standard fast responses and an optional extended thinking mode that works through problems step by step, adapting reasoning depth to task complexity.
Claude 4 Sonnet Supported
Claude 4.5 Haiku
Image
Claude 4 Sonnet Supported
Claude 4.5 Haiku Supported
Large Context Window Processes up to 200,000 tokens in a single context, enabling analysis of large codebases, lengthy documents, and extended multi-turn conversations.
Claude 4 Sonnet Supported
Claude 4.5 Haiku Supported
Multimodal Input Accepts text, images, and PDFs as input, allowing document analysis and vision-based tasks within the same model.
Claude 4 Sonnet
Claude 4.5 Haiku Supported
Reasoning
Claude 4 Sonnet Supported
Claude 4.5 Haiku Supported
Structured Output
Claude 4 Sonnet
Claude 4.5 Haiku Supported
Text
Claude 4 Sonnet Supported
Claude 4.5 Haiku Supported
Tool Calling & Agents Supports tool calling and multi-step workflow automation, enabling integration into agentic pipelines that require external API calls or sequential reasoning.
Claude 4 Sonnet
Claude 4.5 Haiku Supported
Tools
Claude 4 Sonnet Supported
Claude 4.5 Haiku Supported
Vision & Multimodal Input Accepts images and PDFs alongside text, allowing the model to analyze visual content and documents within the same request.
Claude 4 Sonnet Supported
Claude 4.5 Haiku

Benchmark Comparison

Shared benchmark rows make it easier to compare performance where both models have published scores.

Benchmark Claude 4 Sonnet Claude 4.5 Haiku
AIME 2024
American math olympiad problems
Claude 4 Sonnet 40.7%
Claude 4.5 Haiku N/A
GPQA Diamond
PhD-level science questions (biology, physics, chemistry)
Claude 4 Sonnet 68.3%
Claude 4.5 Haiku 64.6%
HLE
Questions that challenge frontier models across many domains
Claude 4 Sonnet 4.0%
Claude 4.5 Haiku 4.3%
LiveCodeBench
Real-world coding tasks from recent competitions
Claude 4 Sonnet 44.9%
Claude 4.5 Haiku 51.1%
MATH-500
Undergraduate and competition-level math problems
Claude 4 Sonnet 93.4%
Claude 4.5 Haiku N/A
MMLU-Pro
Expert knowledge across 14 academic disciplines
Claude 4 Sonnet 83.7%
Claude 4.5 Haiku 80.0%
SciCode
Scientific research coding and numerical methods
Claude 4 Sonnet 37.3%
Claude 4.5 Haiku 34.4%
Community discussion

What Reddit discussions say about Claude 4 Sonnet vs Claude 4.5 Haiku

Claude 4 Sonnet and Claude 4.5 Haiku are both surfacing live Reddit discussions, giving this comparison a community layer beyond specs and benchmarks.

The most visible threads right now are clustered in r/ClaudeAI, r/singularity, r/perplexity_ai.

Claude 4 Sonnet r/ClaudeAI 1,892 upvotes 443 comments September 29, 2025
Introducing Claude Sonnet 4.5

https://preview.redd.it/lm1pxnzzl4sf1.png?width=2160&format=png&auto=webp&s=fe15e1db93ef31b6d39bf959715f67701ede2271

Introducing Claude Sonnet 4.5—the best coding model in the world. 

It's the strongest model for building complex agents, the best model for computer use, and it shows substantial gains on tests of reasoning and math.

We're also introducing upgrades across all Claude surfaces

**Claude Code**

* The terminal interface has a fresh new look
* The new VS Code extension brings Claude to your IDE. 
* The new checkpoints feature lets you confidently run large tasks and roll back instantly to a previous state, if needed

**Claude App**: 

* Claude can use code to analyze data, create files, and visualize insights in the files & formats you use. Now available to all paid plans in preview. 
* The Claude for Chrome extension is now available to everyone who joined the waitlist last month

**Claude Developer Platform**: 

* Run agents longer by automatically clearing stale context and using our new memory tool to store and consult more information.
* The Claude Agent SDK gives you access to the same core tools, context management systems, and permissions frameworks that power Claude Code

We're also releasing a temporary research preview called **"Imagine with Claude"**

* In this experiment, Claude generates software on the fly. No functionality is predetermined; no code is prewritten.
* Available to Max users for 5 days. [Try it out](https://claude.ai/imagine)

Claude Sonnet 4.5 is available everywhere today—on the Claude app and Claude Code, the Claude Developer Platform, natively and in Amazon Bedrock and Google Cloud's Vertex AI.

Pricing remains the same as Sonnet 4.

[Read the full announcement](https://www.anthropic.com/news/claude-sonnet-4-5)

Open Reddit thread
Claude 4 Sonnet r/singularity 1,358 upvotes 188 comments September 29, 2025
Claude 4.5 Sonnet is here

[https://www.anthropic.com/news/claude-sonnet-4-5](https://www.anthropic.com/news/claude-sonnet-4-5)

Open Reddit thread
Claude 4.5 Haiku r/perplexity_ai 1,237 upvotes 288 comments November 5, 2025
Perplexity is DELIBERATELY SCAMMING AND REROUTING users to other models

As you can see in the graph above, while in October, the use of Claude Sonnet 4.5 Thinking was normal, since the 1st of November, Perplexity has deliberately rerouted most if not ALL Sonnet 4.5 and 4.5 Thinking messages to far worse quality models like Gemini 2 Flash and, interestingly, Claude 4.5 Haiku Thinking which are probably cheaper models.

Perplexity is essentially SCAMMING subscribers by marketing their model as "Sonnet 4.5 Thinking" but then having all prompts given by a different model--still a Claude one so we don't realise!

Very scummy.

Open Reddit thread
Claude 4 Sonnet r/ClaudeAI 1,222 upvotes 229 comments February 17, 2026
This is Claude Sonnet 4.6: our most capable Sonnet model yet.

Claude Sonnet 4.6 is a full upgrade across coding, computer use, long-context reasoning, agent planning, knowledge work, and design. It also features a 1M token context window in beta.

Sonnet 4.6 has improved on benchmarks across the board. It approaches Opus-level intelligence at a price point that makes it practical for far more tasks.

It also shows a major improvement in computer use skills. Early users are seeing human-level capability in tasks like navigating a complex spreadsheet or filling out a multi-step web form.

Claude Sonnet 4.6 is available now on all plans, Cowork, Claude Code, our API, and all major cloud platforms. We've also upgraded our free tier to Sonnet 4.6 by default.

Learn more: [anthropic.com/news/claude-sonnet-4-6](http://anthropic.com/news/claude-sonnet-4-6)

Open Reddit thread
View more discussions →

AI tools related to Claude 4 Sonnet vs Claude 4.5 Haiku

These tools are closely connected to one or both models in this comparison and can help you evaluate real-world fit.

AI Chatbot

LongShot AI

LongShot AI is an AI-powered content creation platform built to help users plan, generate, and optimize articles for search engines like Google, ChatGPT, Perplexity, and Gemini. It provides features such as real-time content generation, fact-checking, semantic SEO, and custom AI tools to produce high-quality, SEO-optimized content. LongShot AI balances creativity with optimization to help users create content that engages audiences and improves search rankings.

Free 0 visits 30 saves
AI Chatbot

Claudeai.ai

Claudeai.ai is a platform powered by Anthropic's Claude 2 language model. It provides global access to Claude 2's features, including support for processing various text files, a 100K token context limit, and the ability to interact with up to 5 files at once. While not affiliated with Anthropic, Claudeai.ai uses the Claude 2 API to offer a user experience similar to the official website, accessible without regional restrictions.

Free 0 visits 17 saves
AI Writing Assistants

Sudowrite

Sudowrite is an AI writing assistant tailored for fiction authors, novelists, and screenwriters. It helps users overcome writer's block, brainstorm concepts, generate prose, expand scenes, refine sentences, and receive feedback on drafts. By utilizing various large language models, it supports the entire writing process—from initial outlining to final editing—to make writing more efficient, enjoyable, and collaborative.

Free 1 visits 17 saves
AI Agent

Engine

Engine is a suite of LLM-powered no-code tools that enables the creation of hosted API endpoints, HTML pages, and images using natural language. Additionally, it functions as an AI software engineer for teams, integrating with platforms like Jira, Trello, and Linear to convert tickets into pull requests, helping to automate development tasks and clear backlogs.

Free 0 visits 6 saves

Which model should you choose?

Use the summary below to decide which model better fits your workflow, budget, and feature requirements.

Best fit for

Claude 4 Sonnet

Claude 4 Sonnet is a stronger fit for reasoning-heavy tasks, tool-augmented workflows, multimodal applications.

Best fit for

Claude 4.5 Haiku

Claude 4.5 Haiku is a stronger fit for reasoning-heavy tasks, tool-augmented workflows, multimodal applications.

Verdict

Choose Claude 4 Sonnet if you prioritize reasoning-heavy tasks, tool-augmented workflows, multimodal applications. Choose Claude 4.5 Haiku if your workflow depends more on reasoning-heavy tasks, tool-augmented workflows, multimodal applications.

FAQ

Common questions about Claude 4 Sonnet vs Claude 4.5 Haiku

What is the main difference between Claude 4 Sonnet and Claude 4.5 Haiku?

Claude 4 Sonnet leans toward reasoning-heavy tasks, tool-augmented workflows, multimodal applications, while Claude 4.5 Haiku is better suited to reasoning-heavy tasks, tool-augmented workflows, multimodal applications.

Which model is cheaper: Claude 4 Sonnet or Claude 4.5 Haiku?

Claude 4.5 Haiku starts lower on input pricing at $1.0000 per 1M input tokens, compared with $3.0000 for Claude 4 Sonnet.

Which model has the larger context window: Claude 4 Sonnet or Claude 4.5 Haiku?

Claude 4 Sonnet is listed with a context window of 200,000, while Claude 4.5 Haiku is listed with 200,000.

How should I evaluate Claude 4 Sonnet vs Claude 4.5 Haiku for my use case?

This comparison currently includes 7 shared benchmark rows, helping you compare practical performance across overlapping evaluations.