Roboflow

Claude Sonnet 4 vs Claude Sonnet 5.5

Compare Claude Sonnet 4 and Claude Sonnet 5.5 side-by-side. See how these vision models stack up in Image Captioning, OCR, Object Detection, Open Prompt, and Classification.

Compare Claude Sonnet 4 vs Claude Sonnet 5.5 live

Run the same image across every model that supports a task and compare their outputs side-by-side.

Detect and compare bounding boxes across models on the same image.

Open Object Detection in the full playground
AnthropicClaude Sonnet 4

Claude Sonnet 4 is deprecated and can no longer be run. Details and evals are still available on its model page.

AnthropicClaude Sonnet 5.5
Run to compare this model.

Models in this comparison

Claude Sonnet 4 vs Claude Sonnet 5.5 Comparison Table

Evals updated October 13, 2026Pricing updated October 22, 2026

PropertyClaude Sonnet 4Claude Sonnet 5.5
OrganizationAnthropicAnthropic
Categoryclosedclosed
Modalitymultimodalmultimodal
Release DateMay 2025Sep 2026
Context Window1.0M1.0M
ParametersUnknownUnknown
LicenseProprietaryProprietary
Commercial usecommercial use per vendor termscommercial use per vendor terms
Pricing per 1M tokens
Input $/1MNo published price$2.00
Output $/1MNo published price$10.00
Vision Tasks
CaptioningSupportedDemo
Chart Question AnsweringSupportedSupported
ClassificationSupportedDemo
Document Question AnsweringSupportedSupported
Image TaggingSupportedSupported
Multi-Label ClassificationSupportedSupported
Object DetectionSupportedDemo
OCRSupportedDemo
Vision LanguageSupportedSupported
Visual Question AnsweringSupportedDemo
Model Features
Foundation VisionSupportedSupported
LLMs with Vision CapabilitiesSupportedSupported
Multimodal VisionSupportedSupported
Vision Evalsground-truth scores across 5 vision tasks, pooled at low effort
OverallDeprecated
77.6%
Avg cost / sample–$0.0073
Avg speed / sample–8.33s
By task
Object Detection (low)–
74.3%
±0.9, Mean of 3 runs, range 73.5 to 75.3
$0.0098
Object Detection (high)–
76.8%
±0.4, Mean of 3 runs, range 76.5 to 77.3
$0.014
Counting (low)–
79.3%
±0.7, Mean of 3 runs, range 78.4 to 79.7
$0.0042
Counting (high)–
82.9%
±1.4, Mean of 3 runs, range 81.1 to 83.8
$0.0053
Identification (low)–
91.7%
±3.1, Mean of 3 runs, range 87.5 to 93.8
$0.0029
Identification (high)–
90.6%
±0.0, Mean of 3 runs, range 90.6 to 90.6
$0.0033
OCR–
66.3%
$0.0075
by category
Single value
48.7%
Transcription
76.3%
Structured JSON
83.8%
Text localization
60.6%
Reasoning (low)–
76.4%
±0.7, Mean of 3 runs, range 75.5 to 76.8
$0.0049
Reasoning (high)–
83.9%
±1.7, Mean of 3 runs, range 82.1 to 85.4
$0.0061

Claude Sonnet 4 vs Claude Sonnet 5.5: Overview

Claude Sonnet 4

Claude 4 Sonnet, released by Anthropic in May 2025, is the mid-tier model in the Claude 4 family, designed to balance capability, cost, and speed. It is multimodal, accepting both text and images, and extends beyond prior versions with improved “computer use” support, allowing API-driven interaction with desktop-like interfaces. By default, it supports 200,000 tokens of context, but as of August 2025, it also offers a 1 million-token context window in public beta—making it one of the most context-capable models available for processing entire codebases or large document sets in a single request.

Sonnet 4 is significantly cheaper than the flagship Opus while still demonstrating strong reasoning, coding, and instruction-following ability with reduced hallucinations. Its extended context capabilities and lower latency make it well-suited for enterprise-scale knowledge management, software development, research assistants, and productivity automation where both cost efficiency and high reliability are essential.

Claude Sonnet 5.5

Claude Sonnet 5.5 is a proprietary multimodal language model from Anthropic and the second release in the Claude 5.5 family, following Claude Opus 5.5. It accepts interleaved text and image input and returns text, operating with a 1M token context window and a maximum output of 128K tokens per request. The model uses adaptive thinking by default, allocating variable reasoning effort per request rather than exposing a manual extended thinking toggle, and its training data cutoff is June 2026. Anthropic positions it as a faster, lower cost complement to Opus 5.5 for well scoped everyday tasks, bug fixing, and producing documents, slides, and spreadsheets.

On visual and agentic evaluations reported at launch, Sonnet 5.5 scores 61.6% on Chartography, a chart recognition test, compared with 15.6% for Claude Sonnet 5, and 80.1% on OSWorld 2.1, a computer use benchmark measuring screenshot driven control of a desktop environment, compared with 57.0% for Sonnet 5. It reports 70.6% on Terminal-Bench 4.0 for agentic coding. Anthropic describes it as the first Sonnet model able to complete Pokemon Red from screenshots alone, and it generates output more than 30% faster than Sonnet 5 while using fewer tokens for equivalent work.