# DeepSeek vs Orum

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Orum records 212,157 monthly visits with -2.3% growth and Paid, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Orum](https://openaitools.app/tool/orum-com) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://orum.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Sales, AI Sales Assistant, AI Coaching, AI Agent |
| Pricing Model | Freemium | Paid, Contact for Pricing |
| Monthly Visits | 372,761,591 | 212,157 |
| MoM Growth Rate | +4.3% | -2.3% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 151,027 |
| Review Score | 4.8 | 4.4 |
| Saved Count | 44 | 5 |
| Supported Platforms | Website | Website |

## DeepSeek

DeepSeek (Hangzhou DeepSeek Artificial Intelligence Co., Ltd.) is a frontier AI research organization that disrupted the global LLM market by pairing open-weight transparency with breakthrough Mixture-of-Experts (MoE) and reinforcement-learning reasoning efficiency. Following the landmark releases of DeepSeek-V3 and the peer-reviewed DeepSeek-R1 reasoning model, DeepSeek introduced the DeepSeek-V4 generation in 2026—featuring a hybrid attention architecture and a native 1-million-token context window across DeepSeek-V4-Pro (1.6T total parameters, 49B active per token) and DeepSeek-V4.1-Flash (284B total parameters, 13B active per token).

Users can interact with DeepSeek in three ways: completely free through the consumer web portal (chat.deepseek.com) and mobile apps with one-click toggles for deep thinking and live web search; via DeepSeek's hosted, OpenAI-compatible developer API; or by self-hosting DeepSeek's open-weight checkpoints (including V3, R1, Prover-V2, and distilled Qwen/Llama variants) on private infrastructure. The models excel at competitive mathematics, algorithm design, repository-level software engineering, and structured data extraction, with automatic context caching on the API that slashes repeated prompt costs by over 95%.

In late 2026, DeepSeek remains the price-performance benchmark for developers and automation workflows. While the consumer chat interface remains free without a mandatory $20/month subscription tier, the developer API transitioned in late 2026 to two primary endpoints—`deepseek-flash` and `deepseek-v4-pro`—with time-of-day pricing. Off-peak API calls cost just $0.15 per million input tokens ($0.003 on cache hits) and $0.60 per million output tokens on Flash, and $0.66 input / $1.98 output on V4-Pro, making it a fraction of the cost of comparable Western frontier models.

**Pricing & Plans:** Free web and mobile chat app at chat.deepseek.com; pay-as-you-go OpenAI-compatible API with off-peak rates at $0.15/1M input ($0.003 cache hit) and $0.60/1M output for deepseek-flash (V4.1-Flash), and $0.66/1M input ($0.022 cache hit) and $1.98/1M output for deepseek-v4-pro (peak weekday UTC hours bill at 2x).

- **DeepSeek-V4 Hybrid Attention & 1M Context:** Leverages a sparse Mixture-of-Experts architecture (49B active parameters out of 1.6T on V4-Pro) to process up to 1 million tokens with minimal latency and memory overhead.
- **Transparent Chain-of-Thought Reasoning:** Pioneered by DeepSeek-R1 and integrated into V3.2 and V4 thinking modes, exposing step-by-step self-verification for complex math, logic, and code debugging.
- **Automatic Context Caching & Off-Peak API Pricing:** Drops input token costs to $0.003/1M on Flash and $0.022/1M on V4-Pro for cache hits, with 50% lower rates during off-peak UTC hours.
- **Free Consumer Web & Mobile Assistant:** Provides free access at chat.deepseek.com and on iOS/Android with document uploads, reasoning mode, and web search without paywalling core models.
- **Open-Weight Ecosystem & Self-Hosting Freedom:** Offers open weights for DeepSeek-V3, R1, Distill variants, and Prover models on Hugging Face and GitHub so enterprises can deploy within air-gapped environments.

**Strengths:** Completely free consumer web and mobile app with deep reasoning and web search included; Ultra-low API token rates ($0.15/$0.60 on Flash, $0.66/$1.98 on V4-Pro off-peak) with up to 98% savings on cached inputs; Drop-in OpenAI API compatibility makes switching or routing between models effortless; Strong open-weight lineage allows teams to self-host or fine-tune models without vendor lock-in

**Limitations:** Hosted API and web app store data on servers in China, prompting compliance restrictions for some Western enterprises and government agencies; Peak-hour API pricing (01:00–04:00 and 06:00–10:00 UTC on weekdays) doubles per-token costs compared to off-peak rates; Lacks native voice mode, video generation, and productivity suite integrations offered by ChatGPT and Google Gemini

[Profile (Markdown)](https://openaitools.app/tool/deepseek.md)

## Orum

Orum turns cold calling into a system rather than a grind. The platform runs on Orum's own telephony stack and bundles three AI agents: Scout, which mines dialing history to surface numbers that actually answer; Operator, which handles screeners, voicemail drops and phone trees so reps only join a call when a real person picks up; and Coach, which listens to every conversation, detects objections, surfaces the right battlecard and scores the interaction for managers.

The tooling is designed around connect-rate thinking. Parallel dialing connects reps to whichever prospect answers first down to the millisecond, while number rotation, country matching and reputation monitoring protect the team's caller reputation at scale. Orum also provides a virtual sales floor with live listen, leaderboards, chat and achievements so distributed teams keep the energy of a shared room.

Orum plugs alongside existing revenue tooling rather than replacing it, integrating with CRMs such as Salesforce and HubSpot and engagement platforms like Outreach, Salesloft, Gong and Apollo. Pricing is quoted per user with annual billing, minimum seat requirements apply, and pricing is confirmed after a demo rather than published as a self-serve number.

**Pricing & Plans:** Custom, quote-based pricing, billed per user annually with a minimum seat requirement. Public plans include Launch and Ascend, plus add-ons such as AI Coaching and Webhooks; an Ascend Limited option targets lighter-use roles. A free trial capped at 500 dials is offered.

- **Parallel dialer with real-time handoff:** Dials many numbers at once and connects the rep to whoever answers first, canceling the other attempts and logging them for callback.
- **Scout phone data agent:** Analyzes dialing history and flags dead numbers to prioritize lines that are likely to be answered.
- **Operator automation agent:** Drops voicemails, navigates phone trees and screeners, and only brings a rep in when a human is on the line.
- **AI Coach with scorecards and roleplay:** Listens to calls, detects objections, recommends battlecards, scores interactions and runs practice roleplays on demand.
- **Virtual salesfloor:** Live listen, leaderboards, chat, screenshare and achievements keep remote teams working like they share one floor.

**Strengths:** Purpose-built for high-volume cold calling rather than bolted onto a CRM; Three coordinated AI agents cover data quality, connection handling and coaching; Owned telephony stack with strong uptime and compliance certifications for enterprise procurement; Integrates with major CRMs and sales engagement platforms instead of replacing them

**Limitations:** Pricing is not published and requires a demo and quote; Minimum seat requirements can shut out very small teams; Best value depends on high dialing volume, so low-volume teams may pay for unused capacity

[Profile (Markdown)](https://openaitools.app/tool/orum-com.md)

## Frequently Asked Questions

### How do DeepSeek and Orum compare in monthly traffic?

DeepSeek has 372,761,591 monthly visits, while Orum has 212,157. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

DeepSeek has a month-over-month growth rate of +4.3%; Orum has -2.3%.

### How does pricing compare?

DeepSeek: Freemium. Free web and mobile chat app at chat.deepseek.com; pay-as-you-go OpenAI-compatible API with off-peak rates at $0.15/1M input ($0.003 cache hit) and $0.60/1M output for deepseek-flash (V4.1-Flash), and $0.66/1M input ($0.022 cache hit) and $1.98/1M output for deepseek-v4-pro (peak weekday UTC hours bill at 2x). Orum: Paid, Contact for Pricing. Custom, quote-based pricing, billed per user annually with a minimum seat requirement. Public plans include Launch and Ascend, plus add-ons such as AI Coaching and Webhooks; an Ascend Limited option targets lighter-use roles. A free trial capped at 500 dials is offered.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [ChatGPT](https://openaitools.app/tool/chatgpt-4) | 6,048,022,723 | +2.2% | Freemium | Provides stronger multi-modal reasoning and agentic tools, but lacks DeepSeek's ultra-low-cost API pricing. | [.md](https://openaitools.app/tool/chatgpt-4.md) |
| 2 | [Google Gemini](https://openaitools.app/tool/gemini-gemini-advanced) | 2,637,398,242 | -0.1% | Freemium | Offers an enormous context window and deep Google ecosystem integration, but feels less specialized for pure reasoning tasks. | [.md](https://openaitools.app/tool/gemini-gemini-advanced.md) |
| 3 | [Claude](https://openaitools.app/tool/claude-2) | 1,253,439,413 | +23.8% | Freemium | Delivers superior long-form coding artifacts and nuanced writing, but lacks DeepSeek's specialized open-weight reasoning models. | [.md](https://openaitools.app/tool/claude-2.md) |
| 4 | [Grok](https://openaitools.app/tool/grok) | 203,846,050 | -0.8% | Freemium | Features real-time X social data integration, but is less cost-effective for dedicated developer coding workflows. | [.md](https://openaitools.app/tool/grok.md) |
| 5 | [Perplexity](https://openaitools.app/tool/perplexity-ai) | 88,310,223 | -3.7% | Freemium | Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models. | [.md](https://openaitools.app/tool/perplexity-ai.md) |
| 6 | [Qwen 4 (Alibaba Qwen4)](https://openaitools.app/tool/qwen-4) | 35,101,353 | -6.2% | Freemium | Provides comparable open-weight foundation models and multilingual performance, but requires self-hosting or third-party inference setup. | [.md](https://openaitools.app/tool/qwen-4.md) |
| 7 | [Cursor](https://openaitools.app/tool/cursor) | 23,297,751 | +8.4% | Freemium | The AI coding agent for building ambitious software | [.md](https://openaitools.app/tool/cursor.md) |
| 8 | [Kimi AI](https://openaitools.app/tool/kimi-chat) | 19,632,261 | -23.4% | Free | Excels at ultra-long document analysis and research, but lacks the same level of open-weight developer community support. | [.md](https://openaitools.app/tool/kimi-chat.md) |
| 9 | [Ollama](https://openaitools.app/tool/ollama) | 9,421,973 | +4.3% | Free, Freemium, Paid | Enables running open-source models locally on consumer hardware, but lacks DeepSeek's cloud-scale hosted reasoning power. | [.md](https://openaitools.app/tool/ollama.md) |
| 10 | [Dialpad](https://openaitools.app/tool/dialpad) | 2,763,687 | +10.7% | Paid | Stronger unified voice and contact center capabilities, but less specialized in high-volume parallel cold calling and sales rep coaching. | [.md](https://openaitools.app/tool/dialpad.md) |

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Source: https://openaitools.app/compare/deepseek-vs-orum-com

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