# DeepSeek vs SamSearch

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. SamSearch records 18,534 monthly visits with -5.3% growth and Paid pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [SamSearch](https://openaitools.app/tool/samsearch) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://samsearch.co |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Search Engine, AI Contract Generator, AI Summarizer, AI Chatbot |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 372,761,591 | 18,534 |
| MoM Growth Rate | +4.3% | -5.3% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 5,494 |
| Review Score | 4.8 | 4.4 |
| Saved Count | 44 | 1 |
| 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)

## SamSearch

SamSearch positions itself as the operating system for government contracting. Instead of a single search box, the platform is organized around six stages of the GovCon lifecycle: Influence (shaping requirements before competitors see them), Capture (finding and qualifying work across federal, SLED and DIBBS markets), Analyze (extracting requirements and building compliance matrices), Manage (running the pursuit through to award), Respond (drafting and submitting responses) and Finance (getting paid faster on won work).

The intelligence layer is driven by AI agents that screen large volumes of solicitations and surface qualified matches. The marketing cites examples such as screening 25,489 opportunities down to 6,969 matches, and screening 11,260 solicitations to identify 226 qualified retail bids. An in-product assistant named "Ask Sammy" answers questions like whether a company meets a small business set-aside, and every extracted requirement is cited back to source. Alongside discovery, the platform supports compliance matrices, proposal drafting, scheduling and stakeholder tracking, teaming and partner matching, and working capital advances against awarded contracts.

SamSearch is sold to small businesses, enterprises, subcontractors, primes and advisors, with industry verticals for software, defense, construction and cybersecurity. Pricing is not published; the platform encourages prospects to request a demo. It reports being rated 4.9/5 on G2 and associated with billions of dollars in won government contracts.

**Pricing & Plans:** Pricing is not published publicly. SamSearch sells via demo request, with plans most likely segmented by company size and seat count. Prospects should contact the vendor for current quotes.

- **AI opportunity screening:** Agents find, read and qualify opportunities across federal, state, local and DIBBS markets, cutting large solicitation volumes down to relevant matches.
- **Requirements extraction and compliance matrices:** Extracts SOW requirements, maps them to Section L/M, and builds a compliance matrix with every extraction cited back to source.
- **AI proposal drafting:** Drafts proposal volumes and RFI responses using company details, UEI and capability narratives to speed up submission.
- **Pursuit management:** Runs the pursuit to award with pipeline tracking, submission milestones, teaming, and task assignment across the team.
- **Ask Sammy assistant:** A conversational assistant that answers questions such as whether you meet a small business set-aside, grounded in your pursuit data.
- **Contract financing:** Surfaces working capital advances against awarded contracts, with partner matching and underwriting support.

**Strengths:** Covers the full lifecycle from intelligence to finance in one system; AI screening reduces huge solicitation volumes to qualified matches; Citations and compliance matrices traceable back to source requirements; Serves federal, SLED and DIBBS markets in a single platform

**Limitations:** No public pricing; requires a demo and sales process; Deep GovCon feature set may be complex for very new contractors; Best value depends on high pursuit volume and team adoption

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while SamSearch has 18,534. 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%; SamSearch has -5.3%.

### 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). SamSearch: Paid. Pricing is not published publicly. SamSearch sells via demo request, with plans most likely segmented by company size and seat count. Prospects should contact the vendor for current quotes.

## 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 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [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) |
| 10 | [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) |

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Source: https://openaitools.app/compare/deepseek-vs-samsearch

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