# DeepSeek vs Reform

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Reform records 9,308 monthly visits with +364.5% growth and Contact for Pricing pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Reform](https://openaitools.app/tool/reform) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://reformhq.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Workflow, AI Document Extraction, AI Productivity Tools, AI For Data Analytics |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 372,761,591 | 9,308 |
| MoM Growth Rate | +4.3% | +364.5% |
| Primary Market | China | Ukraine |
| Direct Visits | 291,585,405 | 4,182 |
| Review Score | 4.8 | 4.2 |
| 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)

## Reform

Reform is a platform for building and managing AI agents that handle operational work in freight forwarding, customs brokerage, and trade finance. Instead of bolting another tool onto your stack, it plugs into the TMS, ERP, and in-house databases your team already uses, then automates the repetitive steps that sit between a document arriving and a record being created.

Teams start from templates for common processes — shipment consolidation, quoting, accounts payable, customs declaration preparation, and duty drawback — and can also configure agents around custom procedures. You upload your existing SOPs and context, and agents learn from patterns across documents, flagging exceptions only when a human decision is genuinely required. Custom dashboards surface the results to staff and customers.

The company reports customers processing more than 20 million AP invoices, 250,000+ hours saved, and typical annual savings above $1 million per customer. Reform is based in San Francisco and serves freight forwarders, customs brokers, importers/exporters, and carriers.

**Pricing & Plans:** Tiered subscription with three published plans: Team (single admin, 10,000 credits per month, 4 automations), Operations (up to 4 admins, up to 100,000 credits per month, unlimited automations, up to 3 integrations), and Enterprise (unlimited admins, credits, and automations). Team offers a trial; Operations and Enterprise are quoted after a demo or sales conversation.

- **Document digitization and data extraction:** Agents ingest invoices, packing lists, bills of lading, and forms in any format, pulling out the exact fields your downstream systems expect.
- **Deep TMS and ERP integrations:** Use native connectors for common logistics and accounting systems, or build custom integrations into your own internal software and databases.
- **Template library for logistics workflows:** Shipment consolidation, quoting, accounts payable, customs preparation, and duty drawback templates get you live in weeks rather than months.
- **SOP-driven agent learning:** Upload your existing procedures and context so agents follow how your operation actually runs, and improve as they see more documents.
- **Dashboards and programmatic access:** Custom dashboards give teams and customers visibility into automated tasks, and the API lets you embed Reform into your own products.

**Strengths:** Purpose-built for logistics and customs workflows rather than generic document AI; Native integration with the TMS and ERP systems forwarders already use; Template-driven onboarding with most customers live in weeks; Reported outcomes are concrete, with case studies citing 75%+ reductions in processing time

**Limitations:** Operations and Enterprise pricing is quote-only, so total cost is hard to estimate up front; Heaviest value depends on integration work, which takes engineering time; Credit-based consumption can be harder to forecast as automation volume grows; Geared to operations-heavy businesses, with limited appeal for small or non-logistics teams

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Reform has 9,308. 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%; Reform has +364.5%.

### 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). Reform: Contact for Pricing. Tiered subscription with three published plans: Team (single admin, 10,000 credits per month, 4 automations), Operations (up to 4 admins, up to 100,000 credits per month, unlimited automations, up to 3 integrations), and Enterprise (unlimited admins, credits, and automations). Team offers a trial; Operations and Enterprise are quoted after a demo or sales conversation.

## 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 | [Dify](https://openaitools.app/tool/dify-ai) | 819,691 | -15% | Freemium | Build, deploy, and govern production-ready agentic AI workflows | [.md](https://openaitools.app/tool/dify-ai.md) |

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

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