How much do DeepSeek V3 or GPT-4o cost per month?

For an example workload of 20 million input tokens and 5 million output tokens per month: DeepSeek V3: $10. GPT-4o: $100. These are token-only estimates using the displayed rates, without caching discounts, additional tool charges or taxes. Actual bills depend on usage and endpoint pricing.

Which has a larger context window: DeepSeek V3 or GPT-4o?

DeepSeek V3: 164K tokens of context; maximum output 16K tokens. GPT-4o: 128K tokens of context; maximum output 16K tokens. Context capacity and maximum output are separate limits. A larger context window allows more material in a request but does not guarantee more accurate answers.

Which is better for coding: DeepSeek V3 or GPT-4o?

DeepSeek V3: Artificial Analysis SciCode 35.8%. GPT-4o: Artificial Analysis SciCode not listed. Compare coding results within the same evaluation, then test representative tasks from your own codebase. A missing score is not a zero, and a single benchmark does not establish the best model for every programming task.

How do Arena Elo, DesignArena, Intelligence Index and MMLU-Pro differ?

These evaluations measure different tasks and use different scales. Arena Elo and DesignArena ratings must remain separate, as must Artificial Analysis Intelligence Index and MMLU-Pro. Compare models within the same evaluation rather than combining scores. Missing results are marked Not listed, not treated as measured zeroes.

Which responds faster: DeepSeek V3 or GPT-4o?

DeepSeek V3: Artificial Analysis output speed not listed; time to first token not listed. GPT-4o: Artificial Analysis output speed 145 tokens/s; time to first token 0.84 seconds. Output speed measures generation throughput, while time to first token measures the initial wait. Real-world latency also depends on the API provider, request size and load; missing measurements cannot establish a speed winner.

Do DeepSeek V3 or GPT-4o support images, audio or video?

DeepSeek V3: listed input formats: text; output formats: text. GPT-4o: listed input formats: text, image, file; output formats: text. Input and output support are different capabilities: accepting an image does not mean a model generates images. Confirm formats and file limits for the endpoint you plan to use.

Do DeepSeek V3 or GPT-4o support tool calling and structured outputs?

DeepSeek V3: listed features: Function calling, Structured outputs, JSON mode, Deterministic seed. GPT-4o: listed features: Function calling, Structured outputs, JSON mode, Built-in web search, Log probabilities, Deterministic seed, Prompt caching. Only recorded capabilities are shown; an unlisted feature is not proof that it is unsupported. Availability can vary by API provider, so confirm tool calling and JSON schema support for your chosen endpoint.

Can prompt caching reduce the cost of DeepSeek V3 or GPT-4o?

DeepSeek V3: cached input price not listed. GPT-4o: cached input price $1.25 per million tokens. Caching may reduce charges for eligible repeated input when supported by the endpoint. A listed cached rate does not guarantee every request qualifies; cache duration, minimum token counts and any write charges depend on the provider.

Are DeepSeek V3 or GPT-4o available through an API?

DeepSeek V3: catalog status active; API identifier deepseek-v3; listed API hosts StreamLake, DeepInfra. GPT-4o: catalog status active; API identifier gpt-4o; listed API hosts Azure, OpenAI. Catalog status is not a live availability check. Before integrating, verify the provider's documentation, endpoint access, rate limits, regional availability and data-handling terms.

Models, measured side by side

DeepSeek V3 vs GPT-4o

Compare DeepSeek V3, GPT-4o by token pricing, context length, benchmark results, speed and tool support.

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Monthly workload

Input· million tokensOutput· million tokens

Monthly cost breakdown

InputOutput

DeepSeek V3

$10 / mo

GPT-4o

$100 / mo

Performance comparison

DeepSeek V3

8.5

GPT-4o

8.4

Overview

Overview	DeepSeek V3	GPT-4o
Provider	DeepSeek	OpenAI
Released	2024-12	2024-05
Status	Active	Active
Input formats	text	textimagefile
Output formats	text	text

Provider

DeepSeek V3: DeepSeek
GPT-4o: OpenAI

Released

DeepSeek V3: 2024-12
GPT-4o: 2024-05

Status

DeepSeek V3: Active
GPT-4o: Active

Input formats

DeepSeek V3: text
GPT-4o: textimagefile

Output formats

DeepSeek V3: text
GPT-4o: text

Pricing & capacity

Pricing & capacity	DeepSeek V3	GPT-4o
Input / 1M tokens	$0.26	$2.50
Output / 1M tokens	$1.03	$10
Cached input / 1M	Not listed	$1.25
Monthly cost	$10	$100
Context window	164K	128K
Maximum output	16K	16K

Input / 1M tokens

DeepSeek V3: $0.26
GPT-4o: $2.50

Output / 1M tokens

DeepSeek V3: $1.03
GPT-4o: $10

Cached input / 1M

DeepSeek V3: Not listed
GPT-4o: $1.25

Monthly cost

DeepSeek V3: $10
GPT-4o: $100

Context window

DeepSeek V3: 164K
GPT-4o: 128K

Maximum output

DeepSeek V3: 16K
GPT-4o: 16K

Benchmarks & performance

Benchmarks & performance	DeepSeek V3	GPT-4o
Arena Elo	1,211	1,178
MMLU-Pro	75.4%	69.9%
Intelligence Index	8.5	8.4
GPQA	55.7%	54.3%
Humanity’s Last Exam	2.9%	2.4%
SciCode	35.8%	Not listed
Output speed	Not listed	145 tokens/s
Time to first token	Not listed	0.84 s
DesignArena rating	Not listed	864
DesignArena win rate	Not listed	34.8%

Arena Elo

DeepSeek V3: 1,211
GPT-4o: 1,178

MMLU-Pro

DeepSeek V3: 75.4%
GPT-4o: 69.9%

Intelligence Index

DeepSeek V3: 8.5
GPT-4o: 8.4

GPQA

DeepSeek V3: 55.7%
GPT-4o: 54.3%

Humanity’s Last Exam

DeepSeek V3: 2.9%
GPT-4o: 2.4%

SciCode

DeepSeek V3: 35.8%
GPT-4o: Not listed

Output speed

DeepSeek V3: Not listed
GPT-4o: 145 tokens/s

Time to first token

DeepSeek V3: Not listed
GPT-4o: 0.84 s

DesignArena rating

DeepSeek V3: Not listed
GPT-4o: 864

DesignArena win rate

DeepSeek V3: Not listed
GPT-4o: 34.8%

Tools & features

Tools & features	DeepSeek V3	GPT-4o
Function calling	Supported	Supported
Structured outputs	Supported	Supported
JSON mode	Supported	Supported
Built-in web search	Not listed	Supported
Log probabilities	Not listed	Supported
Deterministic seed	Supported	Supported
Prompt caching	Not listed	Supported

Function calling

DeepSeek V3: Supported
GPT-4o: Supported

Structured outputs

DeepSeek V3: Supported
GPT-4o: Supported

JSON mode

DeepSeek V3: Supported
GPT-4o: Supported

Built-in web search

DeepSeek V3: Not listed
GPT-4o: Supported

Log probabilities

DeepSeek V3: Not listed
GPT-4o: Supported

Deterministic seed

DeepSeek V3: Supported
GPT-4o: Supported

Prompt caching

DeepSeek V3: Not listed
GPT-4o: Supported

API & availability

API & availability	DeepSeek V3	GPT-4o
API identifier	`deepseek-v3`	`gpt-4o`
API providers	StreamLake, DeepInfra	Azure, OpenAI
Knowledge cutoff	2024-07-31	2023-10-31
Prices checked	Oct 8, 2026	Oct 8, 2026

API identifier

DeepSeek V3: deepseek-v3
GPT-4o: gpt-4o

API providers

DeepSeek V3: StreamLake, DeepInfra
GPT-4o: Azure, OpenAI

Knowledge cutoff

DeepSeek V3: 2024-07-31
GPT-4o: 2023-10-31

Prices checked

DeepSeek V3: Oct 8, 2026
GPT-4o: Oct 8, 2026

About the models

DeepSeek V3

MoE open model with frontier-class quality at low cost.

Full pricing & details

GPT-4o

Multimodal GPT-4o "omni" model for text and image input.

Full pricing & details

Comparison FAQ

DeepSeek V3: $0.26 input and $1.03 output per million tokens. GPT-4o: $2.50 input and $10 output per million tokens. The cheaper choice depends on your input-to-output ratio; a model can have a lower input rate but a higher output rate.

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Monthly workload

Monthly cost breakdown

Performance comparison

Overview

Pricing & capacity

Benchmarks & performance

Tools & features

API & availability

About the models

DeepSeek V3

GPT-4o

Comparison FAQ

Which costs less: DeepSeek V3 or GPT-4o?

How much do DeepSeek V3 or GPT-4o cost per month?

Which has a larger context window: DeepSeek V3 or GPT-4o?

Which is better for coding: DeepSeek V3 or GPT-4o?

How do Arena Elo, DesignArena, Intelligence Index and MMLU-Pro differ?

Which responds faster: DeepSeek V3 or GPT-4o?

Do DeepSeek V3 or GPT-4o support images, audio or video?

Do DeepSeek V3 or GPT-4o support tool calling and structured outputs?

Can prompt caching reduce the cost of DeepSeek V3 or GPT-4o?

Are DeepSeek V3 or GPT-4o available through an API?

Popular model comparisons