# DeepSeek vs Kadoa

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Kadoa records 0 monthly visits with 0% growth and Paid, Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Kadoa](https://openaitools.app/tool/kadoa) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://www.kadoa.co |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Web Scraping, No-Code&Low-Code, AI Data Mining, AI API |
| Pricing Model | Freemium | Paid, Contact for Pricing |
| Monthly Visits | 372,761,591 | 0 |
| MoM Growth Rate | +4.3% | 0% |
| Primary Market | China | Global |
| Direct Visits | 291,585,405 | 0 |
| Review Score | 4.8 | 4.7 |
| Saved Count | 44 | 4 |
| 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)

## Kadoa

Kadoa positions itself as "the web data layer for finance." Its core promise is reliability: rather than a brittle screen-scraping script that breaks whenever a website is redesigned, Kadoa treats the pipeline as code that can be versioned, scheduled and self-healed. Agents read run logs and QA metrics, investigate failures, test repairs and escalate unresolved issues to a human team with evidence attached. The company reports tens of thousands of production pipelines running with a 99%+ success rate over the past year.

The platform is organised around three products. Monitors catch market-moving events first, alerting on filings, prices and website changes. Pipelines automate end-to-end web scraping, generating and maintaining extractors automatically. Datasets are built around a specific investment thesis from public web data, and Kadoa offers a free sample so you can evaluate data quality before paying.

Verification is central to the design. Every value links back to its source paragraph or cell, every run is checked for completeness, plausibility and schema conformance, and detailed observability metrics track run history, quality results and incidents either inside Kadoa or in your own monitoring stack. Pricing is consumption-based with a free trial and a separate Enterprise tier for funds that need shared workspaces, SSO, compliance controls and an SLA.

**Pricing & Plans:** Consumption-based pricing with a free trial and no-commitment evaluation period. Starter is aimed at an individual analyst or small team and includes all core features and basic integrations; Enterprise is quoted on request for funds and central data teams and adds custom limits, real-time monitors, all integrations, SAML SSO, shared workspaces, an SLA and a dedicated account manager.

- **AI-generated, self-healing pipelines:** Describe the dataset you need in natural language and Kadoa's agents build, run and repair the extraction pipeline as source websites change.
- **Verification with source evidence:** Every delivered value traces back to its source paragraph or cell, and each run is validated for completeness, plausibility, schemas and your own domain rules.
- **Real-time monitors:** Catch market-moving events first with fast, reliable alerts on filings, pricing updates and website changes.
- **Deliver-anywhere integrations:** Datasets land in Excel, Google Sheets, Slack, Snowflake, Databricks, BigQuery, S3, SFTP, webhooks, MCP and a REST API.
- **Observability and escalation:** Track run history, QA metrics and incidents, with unresolved agent issues escalated to a human team along with logs and evidence.

**Strengths:** Strong emphasis on data reliability and traceability, with every value linked to its source; Broad delivery integrations covering spreadsheets, warehouses and AI agent protocols; Consumption-based pricing with a free evaluation period and no upfront commitment; Enterprise security posture including SOC 2, SSO/SAML, SCIM and audit logs

**Limitations:** Enterprise pricing is quote-only, so total cost is hard to estimate before a sales call; Positioned around finance and investment workflows, which may be over-specified for casual scraping; Advanced features such as shared workspaces and an SLA are locked behind the Enterprise tier

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Kadoa has 0. 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%; Kadoa has 0%.

### 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). Kadoa: Paid, Contact for Pricing. Consumption-based pricing with a free trial and no-commitment evaluation period. Starter is aimed at an individual analyst or small team and includes all core features and basic integrations; Enterprise is quoted on request for funds and central data teams and adds custom limits, real-time monitors, all integrations, SAML SSO, shared workspaces, an SLA and a dedicated account manager.

## 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 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Run thousands of ready-made web scrapers and AI agents from one cloud platform | [.md](https://openaitools.app/tool/apify.md) |

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

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