Which AI is better for coding in 2026?

DeepSeek-R1 and V3.2 excel at coding tasks, outperforming ChatGPT on coding benchmarks thanks to specialized reasoning optimization. However, ChatGPT's broader ecosystem and integrations make it better for end-to-end development workflows. For pure algorithmic challenges, DeepSeek wins; for production systems, ChatGPT's maturity offers advantages.

How much does each cost per month for a typical user?

DeepSeek offers free API access with pay-as-you-go pricing ($0.014-0.28 per million tokens), making it cheapest for light use. ChatGPT costs $5/month (Go tier) for casual users or $200/month (Pro) for power users. For developers, DeepSeek's token pricing is substantially cheaper; for consumers, ChatGPT's fixed tiers are more predictable.

Can I run DeepSeek or ChatGPT on my own servers?

DeepSeek fully supports on-premise and self-hosted deployment via open-source models, ideal for enterprises prioritizing privacy and data control. ChatGPT is primarily cloud-based, with on-premise options limited to enterprise customers under custom agreements. DeepSeek is the clear winner for organizations requiring local deployment.

Which handles complex documents better?

ChatGPT's 200K+ token context window gives it an edge for processing lengthy documents, research papers, and multi-page analyses. DeepSeek's 164K context is sufficient for most tasks but slightly smaller. For document analysis at scale, ChatGPT's larger context and multimodal vision capabilities make it preferable.

Is DeepSeek safe to use given its Chinese origin?

DeepSeek is technically safe for most applications, but users should consider data residency and privacy policies depending on their jurisdiction and sensitivity. ChatGPT operates under Western regulatory frameworks. For sensitive enterprise data, consult your organization's security policies. Both platforms offer encryption, but regulatory environment differs significantly.

DeepSeek vs ChatGPT

Updated March 29, 2026

DeepSeek

Chinese-built open-source LLM with advanced reasoning and coding capabilities, completely free.

Developers, data scientists, enterprises prioritizing cost, technical computing, coding tasks, and organizations needing self-hosted solutions.

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ChatGPT

OpenAI's advanced AI assistant available in free and premium tiers with multimodal capabilities.

General users, content creators, businesses needing multimodal AI, enterprises requiring advanced vision/audio capabilities, and users valuing UI/UX polish.

Short Answer

DeepSeek excels in reasoning, math, and coding tasks with cost-efficient pricing ($0.014-0.28 per million tokens), while ChatGPT offers broader multimodal capabilities and a polished interface across multiple tiers (Go at $5/month to Pro at $200/month). Both platforms dominate AI in 2026 but target different user priorities: DeepSeek for developers seeking value, ChatGPT for general users wanting versatility.

Our Verdict

In 2026, DeepSeek and ChatGPT serve complementary niches: DeepSeek dominates technical computing, coding, and cost-sensitive applications with superior reasoning performance and low-cost APIs, making it ideal for developers and enterprises managing budgets. ChatGPT remains the market leader for general-purpose AI, multimodal tasks, and mainstream adoption, backed by OpenAI's extensive research and polish. The choice depends on priorities: choose DeepSeek for efficiency and technical depth, ChatGPT for versatility and user experience.

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Key Differences at a Glance

🔹

Primary Architecture: Mixture of Experts (MoE) - efficient and specialized vs Transformer-based dense model - broad capability

🔹

Pricing Model: DeepSeek wins ($0.014-0.28 per million tokens (extremely competitive) vs $5-200/month subscription tiers (usage-based or flat))

⚡

Reasoning & Math Performance: DeepSeek wins (Superior on benchmarks (R1/V3.2 optimized for logic) vs Strong but secondary focus vs. multimodal)

See all 7 differences

Key Facts & Figures

Metric	DeepSeek	ChatGPT	Diff
API Cost (Input Tokens)($ per million tokens)	$0.014 (DeepSeek-Chat)	$0.05-3.00 (varies by model)	-97%
Context Window(tokens)	164K tokens	200K+ tokens	-18%
Minimum Monthly Cost (Consumer)($)	Free tier available

Key Differences

DeepSeek

Attribute

ChatGPT

Mixture of Experts (MoE) - efficient and specialized

Primary Architecture

Transformer-based dense model - broad capability

$0.014-0.28 per million tokens (extremely competitive)🏆

Pricing Model

$5-200/month subscription tiers (usage-based or flat)

Superior on benchmarks (R1/V3.2 optimized for logic)🏆

Reasoning & Math Performance

Strong but secondary focus vs. multimodal

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Last updated: March 29, 2026AI generated

Primary Architecture

DeepSeek

Mixture of Experts (MoE) - efficient and specialized

ChatGPT

Transformer-based dense model - broad capability

Pricing Model

DeepSeek

$0.014-0.28 per million tokens (extremely competitive)🏆

ChatGPT

$5-200/month subscription tiers (usage-based or flat)

Reasoning & Math Performance

DeepSeek

Superior on benchmarks (R1/V3.2 optimized for logic)🏆

ChatGPT

Strong but secondary focus vs. multimodal

Multimodal Capabilities

DeepSeek

Limited (text-focused, emerging vision)

ChatGPT

Advanced (text, image, voice, video)🏆

Deployment Options

DeepSeek

On-premise, self-hosted, API access🏆

ChatGPT

Cloud-based SaaS, API, enterprise instances

Context Window

DeepSeek

164K tokens (sufficient for most tasks)

ChatGPT

200K+ tokens (extended reasoning capability)🏆

User Experience & Polish

DeepSeek

Developer-centric, technical interface

ChatGPT

Consumer-friendly, intuitive UI/UX🏆

Full Comparison

Attribute	DeepSeek	ChatGPT

API Cost (Input Tokens)($ per million tokens)	$0.014 (DeepSeek-Chat)	$0.05-3.00 (varies by model)
Minimum Monthly Cost (Consumer)($)	Free tier available	$5 (ChatGPT Go)
Pro Tier Monthly Cost(USD)	$20	—
Plus Subscription Price(USD/month)	$20	—
Minimum Monthly Cost for Advanced Features(USD)	$20 (Plus tier)	—
Show 2 more attributes Subscription Cost (Annual)(USD) $240 (ChatGPT Plus) — Premium Monthly Cost(USD) $20/month —

Context Window(tokens)	164K tokens	200K+ tokens
Context Window Size(tokens)	Up to 200,000 tokens (o1 models)	—

Reasoning Benchmark Score(percentile)	Top-tier (R1/V3.2 optimized)	Strong (GPT-4o/5.4 capable)
Execution Speed	Faster	—
M365 Task Accuracy Rate(%)	82%	—

Multimodal Support	Text, emerging vision	Text, image, voice, video
Real-Time Web Search(availability)	Paid ($20+/mo)	—
Web Search	Yes	—
Free Tier Web Access	Limited or subscription-only	—
Image Generation	Native (DALL-E 3)	—
Show 6 more attributes Real-Time Web Access (Free Tier) No — Screen/Visual Analysis Yes, via GPT-4 Vision in Plus/Pro tiers — Real-Time Data Access No (knowledge cutoff) — Multimodal Capability Score(capability level) Advanced (image, video, text, document analysis) — Platform Integration Points(platforms) 1 (standalone web/app) — Native Microsoft 365 Integration Manual copy-paste only —

On-Premise Deployment	Yes, fully supported	Limited (enterprise only)

Third-Party Integrations(score/10)	Growing (API-focused)	Extensive (1000+ integrations)

User Interface Rating(category)	Technical, developer-centric	Consumer-friendly, polished

Monthly Active Users(millions)	200M+	—

Free Tier Quality	GPT-3.5 (basic)	—

Coding Blind Test Winner	Not favored	—

Long Document Handling	Moderate	—
Context Window (Paid Tier)(tokens)	128,000	—
Reasoning Task Performance	Very Strong (GPT-4o)	—
Complex Reasoning Accuracy(performance rating)	GPT-4o: Superior accuracy on technical/logic problems	—
Creative Writing Instruction Adherence(quality rating)	Excellent - follows detailed creative prompts precisely	—

Market Adoption 2026	Broader ecosystem	—

Primary Use Case	Conversational assistance & content generation	—
Research Organization Features	Projects feature	—

Reasoning Model Capability	o1/o3 advanced reasoning series	—

Third-Party Integration Ecosystem	Hundreds of plugins and integrations	—

Real-Time Information Access	Knowledge cutoff with occasional browsing	—
Real-Time Information Advantage(hours)	Web access in Plus tier	—

Source Citation System	Available but not primary focus	—

Model Customization Options	Custom GPTs with established ecosystem	—

Parallel Model Processing	Single model per session	—

Memory & Context Window(tokens)	GPT-5.2 advanced context	—

Information Synthesis Quality(rating)	Superior synthesis and judgment	—

SWE-bench Verified Score(%)	~70%	—

Base AI Model	GPT-4, GPT-4o, o1, and newer models	—
Base Model Version	GPT-5.2	—

Custom GPT/Agent Creation	Yes; extensive custom GPT ecosystem	—

Third-Party App Integrations(count)	Thousands via Zapier and API	—

Enterprise SLA & Compliance	Yes (ChatGPT Enterprise custom terms)	—

Monthly Active Users(millions)	200+	—

Monthly Website Visits(millions)	1,500+	—

Launch Date	November 2022	—

Platform Availability	Web, iOS, Android, API	—
Free Tier Availability	Free basic features	—

Primary User Age Demographic(% under 35)	Mixed	—

Free Tier Message Limit(messages/month)	40 messages/month (ChatGPT Go)	—
Monthly Premium Cost(USD)	$20 (Plus) / $200 (Pro)	—
Cost for Annual Pro Usage(USD/year)	$240 (Plus annually)	—

Setup Time(days)	5-10 (account creation, app download)	—

Third-Party App Connections(apps)	Thousands via Zapier	—

Windows OS Integration	Separate application	—

Data Privacy Model	Processes public web data only	—

DeepSeek

ChatGPT

API Cost (Input Tokens)($ per million tokens)

$0.014 (DeepSeek-Chat)

$0.05-3.00 (varies by model)

Minimum Monthly Cost (Consumer)($)

Free tier available

$5 (ChatGPT Go)

Pro Tier Monthly Cost(USD)

$20

—

Plus Subscription Price(USD/month)

$20

—

Minimum Monthly Cost for Advanced Features(USD)

$20 (Plus tier)

—

Show 2 more attributes

Subscription Cost (Annual)(USD)

$240 (ChatGPT Plus)

—

Premium Monthly Cost(USD)

$20/month

—

Context Window(tokens)

164K tokens

200K+ tokens

Context Window Size(tokens)

Up to 200,000 tokens (o1 models)

—

Reasoning Benchmark Score(percentile)

Top-tier (R1/V3.2 optimized)

Strong (GPT-4o/5.4 capable)

Execution Speed

Faster

—

M365 Task Accuracy Rate(%)

82%

—

Multimodal Support

Text, emerging vision

Text, image, voice, video

Real-Time Web Search(availability)

Paid ($20+/mo)

—

Web Search

Yes

—

Free Tier Web Access

Limited or subscription-only

—

Image Generation

Native (DALL-E 3)

—

Show 6 more attributes

Real-Time Web Access (Free Tier)

—

Screen/Visual Analysis

Yes, via GPT-4 Vision in Plus/Pro tiers

—

Real-Time Data Access

No (knowledge cutoff)

—

Multimodal Capability Score(capability level)

Advanced (image, video, text, document analysis)

—

Platform Integration Points(platforms)

1 (standalone web/app)

—

Native Microsoft 365 Integration

Manual copy-paste only

—

On-Premise Deployment

Yes, fully supported

Limited (enterprise only)

Third-Party Integrations(score/10)

Growing (API-focused)

Extensive (1000+ integrations)

User Interface Rating(category)

Technical, developer-centric

Consumer-friendly, polished

Monthly Active Users(millions)

200M+

—

Free Tier Quality

GPT-3.5 (basic)

—

Coding Blind Test Winner

Not favored

—

Long Document Handling

Moderate

—

Context Window (Paid Tier)(tokens)

128,000

—

Reasoning Task Performance

Very Strong (GPT-4o)

—

Complex Reasoning Accuracy(performance rating)

GPT-4o: Superior accuracy on technical/logic problems

—

Creative Writing Instruction Adherence(quality rating)

Excellent - follows detailed creative prompts precisely

—

Market Adoption 2026

Broader ecosystem

—

Primary Use Case

Conversational assistance & content generation

—

Research Organization Features

Projects feature

—

Reasoning Model Capability

o1/o3 advanced reasoning series

—

Third-Party Integration Ecosystem

Hundreds of plugins and integrations

—

Real-Time Information Access

Knowledge cutoff with occasional browsing

—

Real-Time Information Advantage(hours)

Web access in Plus tier

—

Source Citation System

Available but not primary focus

—

Model Customization Options

Custom GPTs with established ecosystem

—

Parallel Model Processing

Single model per session

—

Memory & Context Window(tokens)

GPT-5.2 advanced context

—

Information Synthesis Quality(rating)

Superior synthesis and judgment

—

SWE-bench Verified Score(%)

~70%

—

Base AI Model

GPT-4, GPT-4o, o1, and newer models

—

Base Model Version

GPT-5.2

—

Custom GPT/Agent Creation

Yes; extensive custom GPT ecosystem

—

Third-Party App Integrations(count)

Thousands via Zapier and API

—

Enterprise SLA & Compliance

Yes (ChatGPT Enterprise custom terms)

—

Monthly Active Users(millions)

200+

—

Monthly Website Visits(millions)

1,500+

—

Launch Date

November 2022

—

Platform Availability

Web, iOS, Android, API

—

Free Tier Availability

Free basic features

—

Primary User Age Demographic(% under 35)

Mixed

—

Free Tier Message Limit(messages/month)

40 messages/month (ChatGPT Go)

—

Monthly Premium Cost(USD)

$20 (Plus) / $200 (Pro)

—

Cost for Annual Pro Usage(USD/year)

$240 (Plus annually)

—

Setup Time(days)

5-10 (account creation, app download)

—

Third-Party App Connections(apps)

Thousands via Zapier

—

Windows OS Integration

Separate application

—

Data Privacy Model

Processes public web data only

—

Full Comparison

Attribute	DeepSeek	ChatGPT

API Cost (Input Tokens)($ per million tokens)	$0.014 (DeepSeek-Chat)	$0.05-3.00 (varies by model)
Minimum Monthly Cost (Consumer)($)	Free tier available	$5 (ChatGPT Go)
Pro Tier Monthly Cost(USD)	$20	—
Plus Subscription Price(USD/month)	$20	—
Minimum Monthly Cost for Advanced Features(USD)	$20 (Plus tier)	—
Show 2 more attributes Subscription Cost (Annual)(USD) $240 (ChatGPT Plus) — Premium Monthly Cost(USD) $20/month —

Context Window(tokens)	164K tokens	200K+ tokens
Context Window Size(tokens)	Up to 200,000 tokens (o1 models)	—

Reasoning Benchmark Score(percentile)	Top-tier (R1/V3.2 optimized)	Strong (GPT-4o/5.4 capable)
Execution Speed	Faster	—
M365 Task Accuracy Rate(%)	82%	—

Multimodal Support	Text, emerging vision	Text, image, voice, video
Real-Time Web Search(availability)	Paid ($20+/mo)	—
Web Search	Yes	—
Free Tier Web Access	Limited or subscription-only	—
Image Generation	Native (DALL-E 3)	—
Show 6 more attributes Real-Time Web Access (Free Tier) No — Screen/Visual Analysis Yes, via GPT-4 Vision in Plus/Pro tiers — Real-Time Data Access No (knowledge cutoff) — Multimodal Capability Score(capability level) Advanced (image, video, text, document analysis) — Platform Integration Points(platforms) 1 (standalone web/app) — Native Microsoft 365 Integration Manual copy-paste only —

On-Premise Deployment	Yes, fully supported	Limited (enterprise only)

Third-Party Integrations(score/10)	Growing (API-focused)	Extensive (1000+ integrations)

User Interface Rating(category)	Technical, developer-centric	Consumer-friendly, polished

Monthly Active Users(millions)	200M+	—

Free Tier Quality	GPT-3.5 (basic)	—

Coding Blind Test Winner	Not favored	—

Long Document Handling	Moderate	—
Context Window (Paid Tier)(tokens)	128,000	—
Reasoning Task Performance	Very Strong (GPT-4o)	—
Complex Reasoning Accuracy(performance rating)	GPT-4o: Superior accuracy on technical/logic problems	—
Creative Writing Instruction Adherence(quality rating)	Excellent - follows detailed creative prompts precisely	—

Market Adoption 2026	Broader ecosystem	—

Primary Use Case	Conversational assistance & content generation	—
Research Organization Features	Projects feature	—

Reasoning Model Capability	o1/o3 advanced reasoning series	—

Third-Party Integration Ecosystem	Hundreds of plugins and integrations	—

Real-Time Information Access	Knowledge cutoff with occasional browsing	—
Real-Time Information Advantage(hours)	Web access in Plus tier	—

Source Citation System	Available but not primary focus	—

Model Customization Options	Custom GPTs with established ecosystem	—

Parallel Model Processing	Single model per session	—

Memory & Context Window(tokens)	GPT-5.2 advanced context	—

Information Synthesis Quality(rating)	Superior synthesis and judgment	—

SWE-bench Verified Score(%)	~70%	—

Base AI Model	GPT-4, GPT-4o, o1, and newer models	—
Base Model Version	GPT-5.2	—

Custom GPT/Agent Creation	Yes; extensive custom GPT ecosystem	—

Third-Party App Integrations(count)	Thousands via Zapier and API	—

Enterprise SLA & Compliance	Yes (ChatGPT Enterprise custom terms)	—

Monthly Active Users(millions)	200+	—

Monthly Website Visits(millions)	1,500+	—

Launch Date	November 2022	—

Platform Availability	Web, iOS, Android, API	—
Free Tier Availability	Free basic features	—

Primary User Age Demographic(% under 35)	Mixed	—

Free Tier Message Limit(messages/month)	40 messages/month (ChatGPT Go)	—
Monthly Premium Cost(USD)	$20 (Plus) / $200 (Pro)	—
Cost for Annual Pro Usage(USD/year)	$240 (Plus annually)	—

Setup Time(days)	5-10 (account creation, app download)	—

Third-Party App Connections(apps)	Thousands via Zapier	—

Windows OS Integration	Separate application	—

Data Privacy Model	Processes public web data only	—

DeepSeek

ChatGPT

API Cost (Input Tokens)($ per million tokens)

$0.014 (DeepSeek-Chat)

$0.05-3.00 (varies by model)

Minimum Monthly Cost (Consumer)($)

Free tier available

$5 (ChatGPT Go)

Pro Tier Monthly Cost(USD)

$20

—

Plus Subscription Price(USD/month)

$20

—

Minimum Monthly Cost for Advanced Features(USD)

$20 (Plus tier)

—

Show 2 more attributes

Subscription Cost (Annual)(USD)

$240 (ChatGPT Plus)

—

Premium Monthly Cost(USD)

$20/month

—

Context Window(tokens)

164K tokens

200K+ tokens

Context Window Size(tokens)

Up to 200,000 tokens (o1 models)

—

Reasoning Benchmark Score(percentile)

Top-tier (R1/V3.2 optimized)

Strong (GPT-4o/5.4 capable)

Execution Speed

Faster

—

M365 Task Accuracy Rate(%)

82%

—

Multimodal Support

Text, emerging vision

Text, image, voice, video

Real-Time Web Search(availability)

Paid ($20+/mo)

—

Web Search

Yes

—

Free Tier Web Access

Limited or subscription-only

—

Image Generation

Native (DALL-E 3)

—

Show 6 more attributes

Real-Time Web Access (Free Tier)

—

Screen/Visual Analysis

Yes, via GPT-4 Vision in Plus/Pro tiers

—

Real-Time Data Access

No (knowledge cutoff)

—

Multimodal Capability Score(capability level)

Advanced (image, video, text, document analysis)

—

Platform Integration Points(platforms)

1 (standalone web/app)

—

Native Microsoft 365 Integration

Manual copy-paste only

—

On-Premise Deployment

Yes, fully supported

Limited (enterprise only)

Third-Party Integrations(score/10)

Growing (API-focused)

Extensive (1000+ integrations)

User Interface Rating(category)

Technical, developer-centric

Consumer-friendly, polished

Monthly Active Users(millions)

200M+

—

Free Tier Quality

GPT-3.5 (basic)

—

Coding Blind Test Winner

Not favored

—

Long Document Handling

Moderate

—

Context Window (Paid Tier)(tokens)

128,000

—

Reasoning Task Performance

Very Strong (GPT-4o)

—

Complex Reasoning Accuracy(performance rating)

GPT-4o: Superior accuracy on technical/logic problems

—

Creative Writing Instruction Adherence(quality rating)

Excellent - follows detailed creative prompts precisely

—

Market Adoption 2026

Broader ecosystem

—

Primary Use Case

Conversational assistance & content generation

—

Research Organization Features

Projects feature

—

Reasoning Model Capability

o1/o3 advanced reasoning series

—

Third-Party Integration Ecosystem

Hundreds of plugins and integrations

—

Real-Time Information Access

Knowledge cutoff with occasional browsing

—

Real-Time Information Advantage(hours)

Web access in Plus tier

—

Source Citation System

Available but not primary focus

—

Model Customization Options

Custom GPTs with established ecosystem

—

Parallel Model Processing

Single model per session

—

Memory & Context Window(tokens)

GPT-5.2 advanced context

—

Information Synthesis Quality(rating)

Superior synthesis and judgment

—

SWE-bench Verified Score(%)

~70%

—

Base AI Model

GPT-4, GPT-4o, o1, and newer models

—

Base Model Version

GPT-5.2

—

Custom GPT/Agent Creation

Yes; extensive custom GPT ecosystem

—

Third-Party App Integrations(count)

Thousands via Zapier and API

—

Enterprise SLA & Compliance

Yes (ChatGPT Enterprise custom terms)

—

Monthly Active Users(millions)

200+

—

Monthly Website Visits(millions)

1,500+

—

Launch Date

November 2022

—

Platform Availability

Web, iOS, Android, API

—

Free Tier Availability

Free basic features

—

Primary User Age Demographic(% under 35)

Mixed

—

Free Tier Message Limit(messages/month)

40 messages/month (ChatGPT Go)

—

Monthly Premium Cost(USD)

$20 (Plus) / $200 (Pro)

—

Cost for Annual Pro Usage(USD/year)

$240 (Plus annually)

—

Setup Time(days)

5-10 (account creation, app download)

—

Third-Party App Connections(apps)

Thousands via Zapier

—

Windows OS Integration

Separate application

—

Data Privacy Model

Processes public web data only

—

DeepSeek vs ChatGPT

DeepSeek

ChatGPT

Short Answer

Our Verdict

Track this comparison

Key Differences at a Glance

Key Facts & Figures

Key Differences

Related Comparisons

Related Articles

Explore Entities

More Software

People Also Compare

Full Comparison

Visual Comparison

Pros & Cons

DeepSeek

Pros

Cons

ChatGPT

Pros

Cons

Frequently Asked Questions

Resources & Learn More

Where to Buy

Wikipedia

Videos

SmartReview Ratings

Full Comparison

Visual Comparison

DeepSeek vs ChatGPT

DeepSeek

ChatGPT

Short Answer

Our Verdict

🔔Track this comparison

Key Differences at a Glance

Key Facts & Figures

Key Differences

Related Comparisons

Related Articles

Explore Entities

More Software

People Also Compare

Full Comparison

Visual Comparison

Pros & Cons

DeepSeek

Pros

Cons

ChatGPT

Pros

Cons

Frequently Asked Questions

Resources & Learn More

Where to Buy

Wikipedia

Videos

SmartReview Ratings

Full Comparison

Visual Comparison

Track this comparison