# DeepSeek vs Tutory

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Tutory records 0 monthly visits with — growth and Freemium pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Tutory](https://openaitools.app/tool/tutory) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://www.tutory.io |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Teachers, AI Chatbot, AI Homework Helper |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 372,761,591 | 0 |
| MoM Growth Rate | +4.3% | — |
| Primary Market | China | Global |
| Direct Visits | 291,585,405 | 0 |
| Review Score | 4.8 | 4.4 |
| Saved Count | 44 | 2 |
| 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)

## Tutory

Tutory tackles the problem that affordable chatbots make every assignment look finished. Rather than trying to detect AI writing, it changes the shape of the assignment: there is no page to hand in. The teacher uploads the reading, unit or lesson; Tutory drafts assessment criteria from what is actually in that material, and the teacher keeps, edits or rewrites them. Then every student in the class talks the material through with a tutor of their own, and the next question depends on what that student actually said.

The grading loop is deliberately teacher-controlled. Each criterion comes back tagged to the specific turn that earned it, so the teacher can see the reasoning behind every mark, and Tutory never assigns a grade itself. Alongside the assessment runs a teaching assistant that has read every conversation in the class and answers questions such as who is falling behind this week or what should be retaught, citing the turns that support each answer.

The platform is rounded out by Studio, a shared whiteboard the tutor can sketch and annotate on beside each student, and Pages, where teachers write lessons with an assistant that suggests edits in place and publish them to the class or the web. Tutory is aimed at schools and school divisions, with a free tier for a teacher and up to five students, a per-teacher-per-student paid plan, and an organisation plan with admin dashboards, data residency and single sign-on.

**Pricing & Plans:** Free for a teacher with up to 5 students and one conversational assessment. Tutory Teacher is $12 USD per teacher/month plus $2.50 per student/month (or $120 plus $25 annually). Schools and divisions start at $10 USD per teacher plus $2 per student per month, billed annually, adding admin dashboard, data residency and SSO.

- **Conversational assessments:** The assignment is a spoken, Socratic conversation with a tutor that probes where thinking is thin. Teachers build the rubric from their own material and mark every criterion against the turn that earned it.
- **A tutor per student:** Each student gets their own tutor rather than one shared for the class, grounded in the teacher's materials, wording and sequence — and never given the answer outright.
- **Studio shared whiteboard:** A whiteboard where the tutor graphs, sketches and labels beside the student, then hands the marker back. Everything drawn stays part of the conversation for the teacher to read.
- **Class-wide teaching assistant:** Ask about any student, lesson or piece of work. Every answer cites the conversation turns behind it, so teachers can verify before acting.
- **Pages with a writing assistant:** Teachers draft lessons, notes and worked examples with an assistant docking beside the page, then publish to the class or share by link.

**Strengths:** Addresses the AI-writing problem by changing the assignment rather than policing it; Evidence is tied to specific conversation turns, so marks are auditable; Teachers retain full control — Tutory never assigns a grade; School-level features include data residency, SSO and an admin dashboard

**Limitations:** Designed around spoken conversation, so it will not suit every assessment type; Per-student pricing adds up for large classes; Best value requires school or division buy-in rather than individual signup

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Tutory 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%; Tutory has —.

### 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). Tutory: Freemium. Free for a teacher with up to 5 students and one conversational assessment. Tutory Teacher is $12 USD per teacher/month plus $2.50 per student/month (or $120 plus $25 annually). Schools and divisions start at $10 USD per teacher plus $2 per student per month, billed annually, adding admin dashboard, data residency and SSO.

## 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 | [Coddy](https://openaitools.app/tool/coddy-tech) | 7,478,457 | +17.8% | Freemium | Learn to code free with hands-on lessons and instant playgrounds | [.md](https://openaitools.app/tool/coddy-tech.md) |

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

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