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Tools/OpenAI/vs DeepSeek
OpenAI

OpenAI

llm-provider
vs
DeepSeek

DeepSeek

llm-provider

OpenAI vs DeepSeek — Comparison

15 integrations10 features18,737,418 npm/wkVenture (Round not Specified)
Pain: 1/10019 integrations14 features
The Bottom Line

OpenAI and DeepSeek both excel in the AI tools space with their innovative capabilities, but differ in community support and pricing structures. OpenAI has 10,775 GitHub stars and high npm visibility with 18,737,418 downloads per week, suggesting a widely recognized presence. In contrast, DeepSeek, despite being newer, garners 102,417 GitHub stars demonstrating robust community backing and user engagement.

Best for

OpenAI is the better choice when a well-established AI platform with extensive integration options like Slack and Salesforce is needed, especially for large enterprise teams keen on leveraging advanced AI models.

Best for

DeepSeek is the better choice when pursuing open-source development and benefiting from community-driven improvements, ideal for research groups and startups requiring cost-efficient solutions as well as support for high-performance billion-parameter models.

Key Differences

  • 1.OpenAI offers a wide range of integrations including Microsoft Teams and Salesforce, while DeepSeek supports platforms like Kubernetes and Jupyter Notebooks.
  • 2.DeepSeek has a stronger open-source presence with 102,417 GitHub stars, compared to OpenAI's 10,775 stars, which may influence community engagement and support.
  • 3.OpenAI's pricing is seen as premium with plans up to $200 per month, whereas DeepSeek's pricing, though less detailed, is often discussed in context of cost-efficiency.
  • 4.OpenAI supports a broader set of use cases, such as creative writing and virtual assistants, whereas DeepSeek excels in technical areas including scalable model training and performance benchmarking.
  • 5.OpenAI is backed by $287.3B in venture funding which provides significant resources for continued innovation, contrasting with DeepSeek's reliance on a leaner operational model with 170 employees.

Verdict

For established enterprises seeking a reliable and heavily integrated AI platform, OpenAI presents a compelling option with its vast range of features and integrations. Conversely, DeepSeek is ideal for cost-conscious teams focused on open-source development and cutting-edge model training capabilities. Decision-makers should align their choice with their specific needs for either comprehensive integrations or innovative model development.

Overview
What each tool does and who it's for

OpenAI

We believe our research will eventually lead to artificial general intelligence, a system that can solve human-level problems. Building safe and benef

Users generally praise OpenAI for its advanced AI capabilities and innovative features, reflected in high ratings on review platforms. However, there is significant debate about the value of its pricing, particularly the $200 per month for ChatGPT Pro, with some users questioning its worth compared to the more affordable Plus plan. Overall, while OpenAI is recognized as a leader in AI development and securing substantial investments, its premium pricing may deter some potential users despite its promising advancements. The company's reputation remains strong, driven by continuous innovation and a focus on expanding AI applications.

DeepSeek

深度求索(DeepSeek),成立于2023年,专注于研究世界领先的通用人工智能底层模型与技术,挑战人工智能前沿性难题。基于自研训练框架、自建智算集群和万卡算力等资源,深度求索团队仅用半年时间便已发布并开源多个百亿级参数大模型,如DeepSeek-LLM通用大语言模型、DeepSeek-Coder代

Users generally praise DeepSeek for its strong model performance and innovative approach, reflected by high overall ratings, notably 4.5 to 5 on G2. However, some mention potential cost concerns, particularly in AI benchmarking and token use, though exact pricing details were less discussed. The pricing seems to be perceived positively as part of broader cost-efficiency discussions on platforms like social media. DeepSeek holds a solid reputation as a top model in AI circles, often compared favorably alongside other leading AI platforms like Opus and GPT.

Key Metrics
4.5★ (5)
Avg Rating
4.5★ (8)
—
Mentions (30d)
35
10,775
GitHub Stars
102,417
1,446
GitHub Forks
16,606
18,737,418
npm Downloads/wk
—
283,709,819
PyPI Downloads/mo
—
Mention Velocity
How discussion volume is trending week-over-week

OpenAI

-59% vs last week

DeepSeek

-73% vs last week
Where People Discuss
Mention distribution across platforms

OpenAI

Reddit
70%
Dev.to
7%
Tiktok
6%
Hacker News
5%
Rss
4%
GitHub
4%

DeepSeek

Reddit
87%
YouTube
6%
Hacker News
4%
Lemmy
2%
Rss
1%
Community Sentiment
How developers feel about each tool based on mentions and reviews

OpenAI

11% positive86% neutral3% negative

DeepSeek

5% positive95% neutral0% negative
Pricing

OpenAI

subscription + freemium + contract + per-seat + tieredFree tier

DeepSeek

Model Pricing Comparison
Per-model input/output pricing (USD per 1M tokens)

OpenAI

ModelInputOutput
gpt-4.1$2.00$8.00
gpt-4.1-mini$0.40$1.60
gpt-4.1-nano$0.10$0.40
gpt-4o$2.50$10.00
gpt-4o-mini$0.15$0.60
gpt-4.5-preview$75.00$150.00
gpt-4-turbo$10.00$30.00
gpt-4$30.00$60.00
gpt-3.5-turbo$0.50$1.50
o3$10.00$40.00
o4-mini$1.10$4.40
o1$15.00$60.00
o1-preview$15.00$60.00
o1-mini$3.00$12.00
o3-mini$1.10$4.40

DeepSeek

ModelInputOutput
deepseek-v3$0.27$1.10
deepseek-r1$0.55$2.19
Cost at Scale
Estimated monthly cost range (cheapest → flagship model, 60/40 input/output ratio)
Usage TierOpenAIDeepSeek
Light1M tokens/mo$0.22 – $105$0.60 – $1
Growth50M tokens/mo$11 – $5,250$30 – $60
Scale500M tokens/mo$110 – $52,500$301 – $603
Use Cases
When to use each tool

Both tools (1)

Content generation for marketing

OpenAI (7)

Automated customer support chatbotsCode completion and debugging assistanceNatural language processing for data analysisPersonalized learning experiences in educationCreative writing and story generationSentiment analysis for social media monitoringVirtual assistants for task management

DeepSeek (9)

Natural language processing tasksCode generation and completionConversational AI applicationsData analysis and insights extractionAutomated customer support systemsResearch and development in AIIntegration into existing software solutionsReal-time language translationInteractive AI-driven educational tools
Features

Only in OpenAI (10)

Knowledge cut-off: Dec 1, 2025Knowledge cut-off: Aug 31, 2025GPT-5.5GPT-5.4GPT-5.4 miniStart building with frontier modelsPrompting guidanceFront-end coding examplesMigration supportCoding

Only in DeepSeek (14)

Open-source large language modelsMoE (Mixture of Experts) model architectureCustom training frameworkHigh-performance inference optimization with IndexCacheAPI access for seamless integrationSupport for billion-parameter modelsAdvanced natural language understandingCode generation capabilities with DeepSeek-CoderReal-time model updatesScalable computing resourcesMulti-language supportUser-friendly documentationCommunity-driven model improvementsPerformance benchmarking against peer models
Integrations

Shared (4)

SlackZapierGoogle Cloud PlatformTrello

Only in OpenAI (11)

Microsoft TeamsAWS LambdaJiraDiscordSalesforceShopifyWordPressNotionHubSpotAsanaZoom

Only in DeepSeek (15)

AWSMicrosoft AzureKubernetesDockerJupyter NotebooksGitHubBitbucketPostmanTensorFlowPyTorchHugging FaceOpenAIFastAPIRedisElasticsearch
Developer Ecosystem
238
GitHub Repos
32
116,683
GitHub Followers
87,689
20
npm Packages
20
40
HuggingFace Models
40
What Users Say
Top reviews from G2, Capterra, and TrustRadius

OpenAI

What do you like best about Openai?OpenAI has been a game-changer in how people interact with technology. Its tools are intuitive, fast, and genuinely helpful for everything from learning to productivity. The responses feel natural and human-like, making complex tasks much easier. Overall, it’s an impressive step forward in AI innovation. Review collected by and hosted on G2.com.What do you dislike about Openai?While OpenAI tools are powerful, they can sometimes give incorrect or outdated information. Responses may feel overly cautious or generic at times, and there are limits on deeper customization. Occasionally, it also struggles with understanding very specific or nuanced queries. Review collected by and hosted on G2.com.

5.0\u2605Lavi G.g2

What do you like best about Openai?What I like best about OpenAI, as someone building internal AI agents, is how quickly we can go from a concept to something real that people can use. The APIs are straightforward, the documentation is good enough to get up and running fast, and there’s a wide range of models and features to choose from. That combination of ease of integration and depth of capabilities lets us experiment, iterate, and then standardize on the patterns that work across the business. Once things are in place, our teams end up using these AI-powered workflows constantly because they’re embedded right into the tools they already work in. Review collected by and hosted on G2.com.What do you dislike about Openai?From an enterprise admin perspective, the main friction points are around control and operational overhead. The core APIs are easy to integrate, but getting to a fully production-ready setup, prompt design, evaluation, monitoring, governance, and cost management takes real effort. The feature set is rich, but that also means there’s a learning curve to choosing the right models and configurations for each use case. Support and guidance have improved, but I’d still like more opinionated best practices and examples geared specifically toward larger teams rolling out multiple agents across the organization. Review collected by and hosted on G2.com.

4.5\u2605Jerrid C.g2

What do you like best about Openai?It gives quick explanations, supports me with writing and coding tasks, and makes it easier to learn new topics without spending a lot of time searching online. Review collected by and hosted on G2.com.What do you dislike about Openai?Sometimes the responses aren’t fully accurate or up to date, so it’s a good idea to double-check any important information. Review collected by and hosted on G2.com.

4.5\u2605Omkar M.g2

DeepSeek

What do you like best about Deepseek?What I like best about Deepseek is that it offers strong AI capabilities for free. It’s fast, easy to use, and gives fairly accurate responses without forcing paid upgrades. For daily tasks like research, content drafting, and quick problem-solving, it works really well and feels very accessible. Review collected by and hosted on G2.com.What do you dislike about Deepseek?While Deepseek is good and free, it doesn’t yet match ChatGPT in terms of understanding complex prompts and giving very accurate, detailed responses. Even after explaining things properly, the output is sometimes not exactly what I expect. I also found the interface a bit confusing and not very smooth, so it takes extra effort to get comfortable with it. With better integrations and UI improvements, it can become much better. Review collected by and hosted on G2.com.

5.0\u2605Muzammil M.g2

What do you like best about Deepseek?Deepseek feels like a personal and professional advisor, always ready to help me no matter what situation I encounter. Review collected by and hosted on G2.com.What do you dislike about Deepseek?I have nothing negative to say about Deepseek. Review collected by and hosted on G2.com.

5.0\u2605Lindokuhle S.g2

What do you like best about Deepseek?It is easy to use and generates better results. Review collected by and hosted on G2.com.What do you dislike about Deepseek?The ability to filter responses and the length of chat. Review collected by and hosted on G2.com.

5.0\u2605tabatha f.g2
Pain Points
Top complaints from reviews and social mentions

OpenAI

openai (14)token usage (9)cost tracking (9)claude (6)API costs (6)openai bill (5)llm (5)ai agent (5)anthropic (5)gpt (5)

DeepSeek

token cost (4)API costs (2)cost per token (2)cost tracking (2)claude code cost (1)large language model (1)llm (1)foundation model (1)spending limit (1)
Top Discussion Keywords
Most mentioned keywords from community discussions

OpenAI

openai (14)token usage (9)cost tracking (9)claude (6)API costs (6)openai bill (5)llm (5)ai agent (5)anthropic (5)gpt (5)token cost (4)API bill (3)

DeepSeek

token cost (4)API costs (2)cost per token (2)cost tracking (2)claude code cost (1)large language model (1)llm (1)foundation model (1)spending limit (1)
Product Screenshots

OpenAI

OpenAI screenshot 1OpenAI screenshot 2

DeepSeek

DeepSeek screenshot 1
What People Talk About
Most discussed topics from community mentions

OpenAI

model selection50
api36
cost optimization33
pricing27
open source27
agents26
streaming25
scalability22

DeepSeek

pricing4
open source4
cost optimization4
performance3
security3
scalability3
model selection3
api3
Top Community Mentions
Highest-engagement mentions from the community

OpenAI

OpenAI just released o1 and their new $200 / month ChatGPT Pro plan. It includes unlimited access to the o1 reasoning model, which is smarter, faster, and better at solving complex problems than ever

OpenAI just released o1 and their new $200 / month ChatGPT Pro plan. It includes unlimited access to the o1 reasoning model, which is smarter, faster, and better at solving complex problems than ever before. This model can even analyze images now, making it a powerhouse for tasks like coding, math,

Tiktokby @rileybrown.aineutral source

DeepSeek

DeepSeek just popped the American AI bubble.

DeepSeek just popped the American AI bubble. Not by killing AI. By killing the fantasy of unlimited AI pricing power. DeepSeek V4 Pro: Input: $0.435 per 1M tokens Output: $0.87 per 1M tokens OpenAI GPT-5.5: Input: $5.00 Output: $30.00 Claude Opus 4.7: Input: $5.00 Output: $25.00 Cl

Redditby VegetablePen4755 source
Company Intel
research
Industry
information technology & services
8,200
Employees
170
$287.3B
Funding
—
Venture (Round not Specified)
Stage
—
Supported Languages & Categories

Only in OpenAI (3)

AI/MLSecurityDeveloper Tools

Only in DeepSeek (5)

深度求索AGI人工智能底层模型开源模型LLM
Frequently Asked Questions
Is OpenAI or DeepSeek better for [specific use case]?▼

OpenAI is preferable for creative writing, while DeepSeek is more suited to performance benchmarking and model training.

How does OpenAI pricing compare to DeepSeek?▼

OpenAI's pricing is generally perceived as higher, with specific plans like the $200 ChatGPT Pro, whereas DeepSeek discussions lean towards cost-efficiency, though exact figures are less detailed.

Which has better community support, OpenAI or DeepSeek?▼

DeepSeek has stronger community support as indicated by its 102,417 GitHub stars, compared to OpenAI's 10,775 stars.

Can OpenAI and DeepSeek be used together?▼

Yes, with shared integrations like Slack and AWS, both tools can be utilized together for complementary strengths in AI applications.

Which is easier to get started with, OpenAI or DeepSeek?▼

OpenAI provides extensive integration options which can facilitate easier onboarding for enterprise-level adoption, while DeepSeek's open-source nature may appeal to technical teams investing in long-term model development.

View OpenAI Profile View DeepSeek Profile