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Home/DeepSeek V3 vs GPT-5.4
Winner: GPT-5.4DeepSeek vs OpenAI

DeepSeek V3 vs GPT-5.4

DeepSeek V3 wins on price ($0.27 vs $2.5/1M input). GPT-5.4 wins on coding (90 vs 87) and writing quality and context window (272K vs 128K). For most workflows, GPT-5.4 is the stronger default — best for agentic automation and desktop control workflows.

Last verified Sep 3, 2026/Model data modified Sep 3, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$2.50/1M
Context
272k tokens
Speed
Balanced

Clear recommendation block

The safest DeepSeek V3 vs GPT-5.4 default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

GPT-5.4

View
Why this recommendation

GPT-5.4 is the strongest answer here for DeepSeek V3 vs GPT-5.4 — pick it when quality of output matters more than the $2.50/1M/1M input you pay for it.

OpenAIPremium
Best for
Agentic workflows, desktop automation, and complex multi-step reasoning
Price
$2.50/1M
Context
272k tokens
Best value model

DeepSeek V3

View
Why this recommendation

DeepSeek V3 handles the same job for about 92% less per token. Start here and only move up if the output is not good enough.

DeepSeekBudget
Best for
Coding, reasoning, and general tasks at extreme cost efficiency
Price
$0.27/1M
Context
128k tokens
Best for speed

DeepSeek V3

View
Why this recommendation

DeepSeek V3 is the fastest of these for DeepSeek V3 vs GPT-5.4 — worth it when latency is what the reader notices, not the last few points of reasoning depth.

DeepSeekBudget
Best for
Coding, reasoning, and general tasks at extreme cost efficiency
Price
$0.27/1M
Context
128k tokens

Why this page recommends it

GPT-5.4 leads on coding with a score of 90 vs 87 for DeepSeek V3.

GPT-5.4 has the larger context window: 272K vs 128K for DeepSeek V3.

DeepSeek V3 is cheaper at $0.27/1M input tokens vs $2.5/1M for GPT-5.4.

Decision notes

Choose GPT-5.4 for agentic workflows, desktop automation, and complex multi-step reasoning. Its coding and research scores are what carry the recommendation here.

Choose DeepSeek V3 when your work is mostly coding and reasoning — that is the workload it was tuned for.

DeepSeek V3 is the more cost-efficient option at $0.27/1M input — GPT-5.4 costs 9x 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 DeepSeek V3 vs GPT-5.4 answer changes when cost, speed, or long-document depth leads the decision.

#1GPT-5.481 pts
#2DeepSeek V374 pts
Quality first

GPT-5.4

OpenAI / Premium / Sep 3, 2026

81

Best for agentic automation and desktop control workflows.

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

Cost
$2.50/1M
$15.00/1M out
Speed
Balanced
3/5 score
Context
272k tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You need the highest current coding benchmark scores — Claude Opus 4.7 and GPT-5.5 are newer premium picks.

Recommended comparisons

Where the DeepSeek V3 vs GPT-5.4 recommendation shifts once you weigh price or latency differently.

DeepSeekBudgetWinner: GPT-5.4

DeepSeek V3

GPT-4o-class coding quality at under $0.30/1M — the best value in the directory.

Best use case
Coding, reasoning, and general tasks at extreme cost efficiency
Input
$0.27/1M
Pricing
Budget
Speed
Fast
Context
128k tokens
Open sourceBudgetCoding
OpenAIPremiumOption 2

GPT-5.4

Best for agentic automation and desktop control workflows.

Best use case
Agentic workflows, desktop automation, and complex multi-step reasoning
Input
$2.50/1M
Pricing
Premium
Speed
Balanced
Context
272k tokens
AgenticDesktop controlReasoning

Side-by-side specs

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

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
GPT-5.4OpenAI$2.50/1M$15.00/1M$55272k tokensBalanced908888
DeepSeek V3DeepSeek$0.27/1M$1.10/1M$4.90128k tokensFast877480

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 DeepSeek V3 vs GPT-5.4, what it is genuinely good at, and where we would steer you away from it.

GPT-5.4

Winner: GPT-5.4OpenAI

The default answer for DeepSeek V3 vs GPT-5.4 — 90/100 on the coding axis, and the model we would start with unless the price below rules it out.

OpenAI's latest flagship with unique desktop-control capabilities — it can see your screen, click, and navigate apps via the API.

Input
$2.50/1M
Output
$15.00/1M
Context
272k tokens
Speed
Balanced

What people actually use it for

  • Building agents that browse the web and operate desktop software autonomously via the API
  • Complex multi-step reasoning for financial modeling and decision analysis
  • Autonomous test-run-debug loops for coding with computer-use control

Where it wins

  • Only frontier model that can control a desktop via API (click, type, navigate)
  • Strong at multi-step agentic tasks and autonomous workflows
  • Competitive coding performance with 74.9% SWE-bench score

Where it falls down

  • Claude Opus 4.7 and GPT-5.5 now outperform it on current premium coding benchmarks
  • Smaller context window (272K) vs Gemini 3.1 Pro (2M) for research

Skip it if

You need the highest current coding benchmark scores — Claude Opus 4.7 and GPT-5.5 are newer premium picks.

Our verdict

Best choice when you need a model that can operate software autonomously at the older GPT-5.4 price tier. For current premium coding quality, Claude Opus 4.7 leads.

Full pricing, benchmark table and release notes on the GPT-5.4 page.

DeepSeek V3

DeepSeek

Where most budgets should land for DeepSeek V3 vs GPT-5.4 — about 92% less per token than GPT-5.4, and still 87/100 on the coding axis.

Open-source frontier model from DeepSeek that matches GPT-4o class performance at a fraction of the cost — the most disruptive budget option for coding and general tasks.

Input
$0.27/1M
Output
$1.10/1M
Context
128k tokens
Speed
Fast

What people actually use it for

  • High-volume code generation and review pipelines where GPT-4o-class quality is needed at budget pricing
  • Research synthesis and document analysis at scale without premium model costs
  • General-purpose assistant workflows where open-source is preferred over proprietary models

Where it wins

  • GPT-4o class coding and reasoning at under $0.30/1M input tokens
  • Open-source weights available for self-hosting
  • Strong performance on HumanEval and coding benchmarks relative to price

Where it falls down

  • Chinese-origin model raises data sovereignty concerns for some enterprise teams
  • Slightly weaker on nuanced English writing tone compared to Claude and GPT
  • Less reliable for complex multi-step agentic workflows vs frontier models

Skip it if

Your team has data sovereignty requirements or needs enterprise-grade reliability guarantees.

Our verdict

The most cost-efficient model for GPT-4o-class coding quality. Hard to beat on value per token for engineering teams.

Full pricing, benchmark table and release notes on the DeepSeek V3 page.

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DeepSeek
DeepSeek V3GPT-4o-class coding quality at under $0.30/1M — the best value in the directory.Read guide
OpenAI
GPT-5.4Best for agentic automation and desktop control workflows.Read guide
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Quick links

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How we evaluate AI models

UseRightAI recommendations are based on practical decision factors people actually feel in day-to-day use.

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FAQ

Is DeepSeek V3 better than GPT-5.4?

GPT-5.4 wins on more of the categories we score — coding, research, reasoning — so it is the better default of the two. DeepSeek V3 is the better pick when your work is mostly coding and reasoning. Neither is universally "better": GPT-5.4 is aimed at agentic workflows and desktop automation, DeepSeek V3 at coding and reasoning.

Which is cheaper — DeepSeek V3 or GPT-5.4?

DeepSeek V3 is cheaper at $0.27/1M input and $1.1/1M output. GPT-5.4 costs $2.5/1M input and $15/1M output.

Which has a larger context window — DeepSeek V3 or GPT-5.4?

GPT-5.4 has the larger context window at 272K tokens vs DeepSeek V3's 128K. For large document analysis, GPT-5.4 is the stronger pick.

Is DeepSeek V3 or GPT-5.4 better for coding?

GPT-5.4 is better for coding with a score of 90 vs DeepSeek V3's 87 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — DeepSeek V3 or GPT-5.4?

DeepSeek V3 is faster with a fast speed rating (score: 4) vs GPT-5.4's balanced rating (score: 3). Speed matters most for interactive and high-throughput work; for batch jobs the GPT-5.4 latency penalty is usually invisible.

What are the downsides of GPT-5.4?

Claude Opus 4.7 and GPT-5.5 now outperform it on current premium coding benchmarks. Smaller context window (272K) vs Gemini 3.1 Pro (2M) for research. Avoid it if you need the highest current coding benchmark scores — Claude Opus 4.7 and GPT-5.5 are newer premium picks. That is the main case for looking at DeepSeek V3 instead.

What are the downsides of DeepSeek V3?

Chinese-origin model raises data sovereignty concerns for some enterprise teams. Slightly weaker on nuanced English writing tone compared to Claude and GPT. Less reliable for complex multi-step agentic workflows vs frontier models. Avoid it if your team has data sovereignty requirements or needs enterprise-grade reliability guarantees. Against GPT-5.4 specifically, the gap shows up most on coding (90 vs 87).

What does a month of real work cost on DeepSeek V3 vs GPT-5.4?

Take a moderate workload of 10M input and 2M output tokens a month. DeepSeek V3 runs $4.90 (at $0.27/1M in and $1.1/1M out); GPT-5.4 runs $55.00 (at $2.5/1M in and $15/1M out). That is a $50.10/month difference — DeepSeek V3 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 DeepSeek V3 and GPT-5.4 together?

Yes, and for most teams that beats picking one. A common split is GPT-5.4 for agentic workflows and desktop automation, with DeepSeek V3 handling coding and reasoning. Routing high-volume, low-stakes calls to DeepSeek V3 at $0.27/1M and reserving GPT-5.4 for the hard cases is usually the cheapest arrangement that does not cost you quality.