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Home/DeepSeek R1 vs GPT-5.4
Winner: GPT-5.4DeepSeek vs OpenAI

DeepSeek R1 vs GPT-5.4

DeepSeek R1 wins on price ($0.55 vs $2.5/1M input). GPT-5.4 wins on coding (90 vs 84) 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 R1 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 R1 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 R1

View
Why this recommendation

DeepSeek R1 handles the same job for about 84% less per token. Start here and only move up if the output is not good enough.

DeepSeekBudget
Best for
Math, science, complex reasoning, and multi-step problem solving at budget cost
Price
$0.55/1M
Context
128k tokens
Best for speed

GPT-5.4

View
Why this recommendation

GPT-5.4 is the fastest of these for DeepSeek R1 vs GPT-5.4 — worth it when latency is what the reader notices, not the last few points of reasoning depth.

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

Why this page recommends it

GPT-5.4 leads on coding with a score of 90 vs 84 for DeepSeek R1.

GPT-5.4 has the larger context window: 272K vs 128K for DeepSeek R1.

DeepSeek R1 is cheaper at $0.55/1M 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.

Switch to DeepSeek R1 when your work is mostly math and science; on that narrower brief it is the better tool.

DeepSeek R1 is the more cost-efficient option at $0.55/1M input — GPT-5.4 costs 5x 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 R1 vs GPT-5.4 answer changes when cost, speed, or long-document depth leads the decision.

#1GPT-5.481 pts
#2DeepSeek R170 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 R1 vs GPT-5.4 recommendation shifts once you weigh price or latency differently.

DeepSeekBudgetWinner: GPT-5.4

DeepSeek R1

Open-source o1-class reasoning at a fraction of the cost.

Best use case
Math, science, complex reasoning, and multi-step problem solving at budget cost
Input
$0.55/1M
Pricing
Budget
Speed
Deliberate
Context
128k tokens
ReasoningOpen sourceBudget
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 R1DeepSeek$0.55/1M$2.19/1M$9.88128k tokensDeliberate846089

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 R1 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

Ranked first here for DeepSeek R1 vs GPT-5.4: 90/100 on coding, with the widest margin of anything in this line-up.

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 R1

DeepSeek

The value option for DeepSeek R1 vs GPT-5.4: about 84% less per token than GPT-5.4, at 84/100 on coding. Worth starting here and moving up only if the output disappoints.

Open-source reasoning model that matches o1-class performance on math, science, and complex coding at a fraction of the cost — the best open alternative to proprietary reasoning models.

Input
$0.55/1M
Output
$2.19/1M
Context
128k tokens
Speed
Deliberate

What people actually use it for

  • Complex algorithm design and mathematical problem-solving where chain-of-thought reasoning matters
  • Scientific research synthesis requiring structured multi-step analysis
  • Hard coding challenges and competitive programming at low cost compared to o1

Where it wins

  • o1-class reasoning performance at under $0.60/1M input tokens
  • Open-source weights — can be self-hosted for sensitive workloads
  • Explicit chain-of-thought reasoning makes outputs auditable

Where it falls down

  • Slow — deliberate reasoning takes significantly longer than standard models
  • Overkill for routine tasks where a faster model gets the same result
  • Same data sovereignty concerns as DeepSeek V3 for regulated industries

Skip it if

Speed matters — R1's deliberate reasoning makes it wrong for interactive or high-throughput use cases.

Our verdict

The open-source reasoning model benchmark. If you need o1-class thinking at open-source pricing, nothing else competes.

Full pricing, benchmark table and release notes on the DeepSeek R1 page.

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Quick links

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FAQ

Is DeepSeek R1 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 R1 is the better pick when your work is mostly math and science. Neither is universally "better": GPT-5.4 is aimed at agentic workflows and desktop automation, DeepSeek R1 at math and science.

Which is cheaper — DeepSeek R1 or GPT-5.4?

DeepSeek R1 is cheaper at $0.55/1M input and $2.19/1M output. GPT-5.4 costs $2.5/1M input and $15/1M output.

Which has a larger context window — DeepSeek R1 or GPT-5.4?

GPT-5.4 has the larger context window at 272K tokens vs DeepSeek R1's 128K. For large document analysis, GPT-5.4 is the stronger pick.

Is DeepSeek R1 or GPT-5.4 better for coding?

GPT-5.4 is better for coding with a score of 90 vs DeepSeek R1's 84 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — DeepSeek R1 or GPT-5.4?

GPT-5.4 is faster with a balanced speed rating (score: 3) vs DeepSeek R1's deliberate rating (score: 1). Speed matters most for interactive and high-throughput work; for batch jobs the DeepSeek R1 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 R1 instead.

What are the downsides of DeepSeek R1?

Slow — deliberate reasoning takes significantly longer than standard models. Overkill for routine tasks where a faster model gets the same result. Same data sovereignty concerns as DeepSeek V3 for regulated industries. Avoid it if speed matters — R1's deliberate reasoning makes it wrong for interactive or high-throughput use cases. Against GPT-5.4 specifically, the gap shows up most on coding (90 vs 84).

What does a month of real work cost on DeepSeek R1 vs GPT-5.4?

Take a moderate workload of 10M input and 2M output tokens a month. DeepSeek R1 runs $9.88 (at $0.55/1M in and $2.19/1M out); GPT-5.4 runs $55.00 (at $2.5/1M in and $15/1M out). That is a $45.12/month difference — DeepSeek R1 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 R1 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 R1 handling math and science. Routing high-volume, low-stakes calls to DeepSeek R1 at $0.55/1M and reserving GPT-5.4 for the hard cases is usually the cheapest arrangement that does not cost you quality.