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Home/GPT-4o vs Claude Sonnet 4.6
Winner: Claude Sonnet 4.6OpenAI vs Anthropic

GPT-4o vs Claude Sonnet 4.6

GPT-4o wins on price ($2.5 vs $3/1M input). Claude Sonnet 4.6 wins on coding (97 vs 58) and writing quality and context window (1M vs 128K). For most workflows, Claude Sonnet 4.6 is the stronger default — best daily driver for coding and writing — the model most developers actually reach for.

Last verified Sep 3, 2026/Model data modified Sep 3, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
AnthropicPremium
Input cost
$3.00/1M
Context
1M tokens
Speed
Balanced

Clear recommendation block

The safest GPT-4o vs Claude Sonnet 4.6 default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

Claude Sonnet 4.6

View
Why this recommendation

Claude Sonnet 4.6 is the strongest answer here for GPT-4o vs Claude Sonnet 4.6 — pick it when quality of output matters more than the $3.00/1M/1M input you pay for it.

AnthropicPremium
Best for
Daily coding, writing, and long-document work at a strong price-to-quality ratio
Price
$3.00/1M
Context
1M tokens
Best value model

GPT-4o

View
Why this recommendation

GPT-4o handles the same job for about 31% less per token. Start here and only move up if the output is not good enough.

OpenAIBalanced
Best for
Multimodal tasks and image-adjacent workflows
Price
$2.50/1M
Context
128k tokens
Best for speed

GPT-4o

View
Why this recommendation

GPT-4o is the fastest of these for GPT-4o vs Claude Sonnet 4.6 — worth it when latency is what the reader notices, not the last few points of reasoning depth.

OpenAIBalanced
Best for
Multimodal tasks and image-adjacent workflows
Price
$2.50/1M
Context
128k tokens

Why this page recommends it

Claude Sonnet 4.6 leads on coding with a score of 97 vs 58 for GPT-4o.

Claude Sonnet 4.6 has the larger context window: 1M vs 128K for GPT-4o.

GPT-4o is cheaper at $2.5/1M input tokens vs $3/1M for Claude Sonnet 4.6.

Decision notes

Choose Claude Sonnet 4.6 for daily coding, writing, and long-document work at a strong price-to-quality ratio. Its coding and writing scores are what carry the recommendation here.

Choose GPT-4o when your work is mostly multimodal tasks and image-adjacent workflows — that is the workload it was tuned for.

GPT-4o is the more cost-efficient option at $2.5/1M input — Claude Sonnet 4.6 costs 1x more per input token, so the gap is worth taking seriously wherever token volume rather than peak quality drives the bill.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the GPT-4o vs Claude Sonnet 4.6 answer changes when cost, speed, or long-document depth leads the decision.

#1Claude Sonnet 4.688 pts
#2GPT-4o62 pts
Quality first

Claude Sonnet 4.6

Anthropic / Premium / Sep 3, 2026

88

Best daily driver for coding and writing — the model most developers actually reach for.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$3.00/1M
$15.00/1M out
Speed
Balanced
3/5 score
Context
1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You specifically need desktop-control capabilities (GPT-5.5/GPT-5.4) or the absolute highest coding ceiling (Opus 4.7).

Recommended comparisons

Where the GPT-4o vs Claude Sonnet 4.6 recommendation shifts once you weigh price or latency differently.

OpenAIBalancedWinner: Claude Sonnet 4.6

GPT-4o

Best all-around pick for image-heavy and multimodal workflows.

Best use case
Multimodal tasks and image-adjacent workflows
Input
$2.50/1M
Pricing
Balanced
Speed
Fast
Context
128k tokens
ImagesMultimodalCreative
AnthropicPremiumOption 2

Claude Sonnet 4.6

Best daily driver for coding and writing — the model most developers actually reach for.

Best use case
Daily coding, writing, and long-document work at a strong price-to-quality ratio
Input
$3.00/1M
Pricing
Premium
Speed
Balanced
Context
1M tokens
CodingWriting leaderCursor default

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
Claude Sonnet 4.6Anthropic$3.00/1M$15.00/1M$601M tokensBalanced979893
GPT-4oOpenAI$2.50/1M$10.00/1M$45128k tokensFast587665

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for GPT-4o vs Claude Sonnet 4.6, what it is genuinely good at, and where we would steer you away from it.

Claude Sonnet 4.6

Winner: Claude Sonnet 4.6Anthropic

Our pick for GPT-4o vs Claude Sonnet 4.6. It scores 97/100 on the coding axis we weight this page by, and nothing else in this shortlist matches it on output quality.

The default model powering Cursor and Windsurf. 79.6% SWE-bench, 1M context window, and best-in-tier writing quality — all at $3/1M input.

Input
$3.00/1M
Output
$15.00/1M
Context
1M tokens
Speed
Balanced

What people actually use it for

  • Daily coding in Cursor — debugging, refactoring, and feature implementation
  • Drafting polished client reports, strategy memos, and long-form editorial content
  • Answering research questions with up to 1M tokens of document context

Where it wins

  • Strong coding quality with 1M context at $3/1M input
  • Default model in Cursor and Windsurf, the two most popular AI coding editors
  • Best writing quality in its price tier — tone, long-form clarity, editorial polish

Where it falls down

  • Claude Opus 4.7 has a higher current premium coding ceiling
  • GPT-5.5 or GPT-5.4 are better picks when OpenAI computer-use workflows are the priority

Skip it if

You specifically need desktop-control capabilities (GPT-5.5/GPT-5.4) or the absolute highest coding ceiling (Opus 4.7).

Our verdict

The best all-around model for most developers and writers. Strong SWE-bench, excellent writing, 1M context — all at $3/1M input. Hard to beat as a daily driver.

Full pricing, benchmark table and release notes on the Claude Sonnet 4.6 page.

GPT-4o

OpenAI

Where most budgets should land for GPT-4o vs Claude Sonnet 4.6 — about 31% less per token than Claude Sonnet 4.6, and still 58/100 on the coding axis.

Versatile multimodal model that handles image-related workflows and mixed-media prompts well.

Input
$2.50/1M
Output
$10.00/1M
Context
128k tokens
Speed
Fast

What people actually use it for

  • Describing and analyzing product screenshots, diagrams, and UI mockups
  • Mixed-media prompts combining text instructions with image uploads
  • Visual content ideation and creative brief generation for design teams

Where it wins

  • Strong multimodal understanding across images, audio, and text
  • Good balance between speed and overall quality
  • Reliable for teams that mix content types regularly

Where it falls down

  • Outclassed by newer models on pure coding and reasoning
  • Gemini 3.1 Pro now handles multimodal at a lower price

Skip it if

You need the latest reasoning or coding performance — GPT-5.4 replaces it for serious work.

Our verdict

Still a reliable multimodal pick, especially for teams already in the OpenAI ecosystem.

Full pricing, benchmark table and release notes on the GPT-4o page.

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OpenAI
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Anthropic
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Quick links

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FAQ

Is GPT-4o better than Claude Sonnet 4.6?

Claude Sonnet 4.6 wins on more of the categories we score — coding, writing, research — so it is the better default of the two. GPT-4o is the better pick when your work is mostly multimodal tasks and image-adjacent workflows. Neither is universally "better": Claude Sonnet 4.6 is aimed at daily coding and writing, GPT-4o at multimodal tasks and image-adjacent workflows.

Which is cheaper — GPT-4o or Claude Sonnet 4.6?

GPT-4o is cheaper at $2.5/1M input and $10/1M output. Claude Sonnet 4.6 costs $3/1M input and $15/1M output.

Which has a larger context window — GPT-4o or Claude Sonnet 4.6?

Claude Sonnet 4.6 has the larger context window at 1M tokens vs GPT-4o's 128K. For large document analysis, Claude Sonnet 4.6 is the stronger pick.

Is GPT-4o or Claude Sonnet 4.6 better for coding?

Claude Sonnet 4.6 is better for coding with a score of 97 vs GPT-4o's 58 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — GPT-4o or Claude Sonnet 4.6?

GPT-4o is faster with a fast speed rating (score: 4) vs Claude Sonnet 4.6's balanced rating (score: 3). Speed matters most for interactive and high-throughput work; for batch jobs the Claude Sonnet 4.6 latency penalty is usually invisible.

What are the downsides of Claude Sonnet 4.6?

Claude Opus 4.7 has a higher current premium coding ceiling. GPT-5.5 or GPT-5.4 are better picks when OpenAI computer-use workflows are the priority. Avoid it if you specifically need desktop-control capabilities (GPT-5.5/GPT-5.4) or the absolute highest coding ceiling (Opus 4.7). That is the main case for looking at GPT-4o instead.

What are the downsides of GPT-4o?

Outclassed by newer models on pure coding and reasoning. Gemini 3.1 Pro now handles multimodal at a lower price. Avoid it if you need the latest reasoning or coding performance — GPT-5.4 replaces it for serious work. Against Claude Sonnet 4.6 specifically, the gap shows up most on coding (97 vs 58).

What does a month of real work cost on GPT-4o vs Claude Sonnet 4.6?

Take a moderate workload of 10M input and 2M output tokens a month. GPT-4o runs $45.00 (at $2.5/1M in and $10/1M out); Claude Sonnet 4.6 runs $60.00 (at $3/1M in and $15/1M out). That is a $15.00/month difference — GPT-4o is the cheaper of the two at this volume, and the gap scales linearly as you send more. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use GPT-4o and Claude Sonnet 4.6 together?

Yes, and for most teams that beats picking one. A common split is Claude Sonnet 4.6 for daily coding and writing, with GPT-4o handling multimodal tasks and image-adjacent workflows. Routing high-volume, low-stakes calls to GPT-4o at $2.5/1M and reserving Claude Sonnet 4.6 for the hard cases is usually the cheapest arrangement that does not cost you quality.