# DeepSeek vs Okibi

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

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Okibi](https://openaitools.app/tool/okibi) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://okibi.ai |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI Agent, AI Assistant, No-Code&Low-Code |
| Pricing Model | Freemium | Freemium |
| 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 | 4.2 |
| 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)

## Okibi

The premise behind Okibi is that agents are poor customers when the only interfaces available are a sprawling MCP server or a raw API. Too many MCP tools and the agent picks the wrong one; too few and it cannot finish the job; a bare API means the agent writes every call from scratch and sometimes writes it wrong. A CLI sidesteps this because every command is pre-built and behaves predictably, which is why Okibi generates one from your existing product surface instead of asking you to author another integration by hand.

The workflow has four stages. Okibi first researches what your product is used for and reads every comparable tool it can find — competitor CLIs, MCP servers, SDKs. It then designs a candidate command set, scoring each command so you can keep the ones that matter. Build and verify is where it diverges from code generators: each command must emit structured JSON, produce errors that name the fix, and support --dry-run on writes, and each one is executed in its own cloud sandbox before the CLI is scored and released. Shipping produces a real compiled binary with generated documentation, and subsequent product updates are minted into new CLI versions.

Okibi Identity addresses a different bottleneck. Without it, an agent that needs an account has to stop, hand the task back to its user, and wait for a sign-up to complete. With it, the agent creates the account on the user's behalf and keeps working, and every subsequent request carries signed proof of who it is acting for. One Okibi identity works across every Okibi-generated CLI. Access is granted through a revocable, read-only GitHub App installation, and pricing runs from a free single-repo tier to Pro at $150 per month and custom enterprise agreements. The product is published by Computer Agent Labs.

**Pricing & Plans:** Free tier at $0 for one private beta CLI, three builders, five generations per month and 1,000 successful commands. Pro is listed at $150/mo (discounted annually) including one production CLI, then $100/mo per additional CLI, with overage at $2 per extra active agent user and $0.05 per extra command. Enterprise is custom with an annual commitment.

- **CLI generated from your product:** Okibi reads your OpenAPI spec, GraphQL schema, route handlers or repository and drafts a command set that matches what comparable CLIs, MCP servers and SDKs already do — then adds what none of them cover.
- **Sandbox verification, not just compilation:** Every command is executed for real in a cloud sandbox rather than merely compiled, and the whole CLI is scored so you know which commands work before you ship.
- **Agent-ready skill file:** Each CLI ships with a generated SKILL.md file, so an agent that installs your binary already knows how to operate your product without extra prompt engineering.
- **Built-in identity for agent sign-ups:** Okibi Identity lets an agent provision an account for its user and carry short-lived signed proof of who it acts for on every request, removing the sign-up dead end.
- **Continuous regeneration:** When your product changes, Okibi produces the updated compiled binary and documentation, versioning your CLI alongside your releases.

**Strengths:** Generates a working CLI from specs or existing code, so you avoid hand-writing an agent interface; Verification happens by running commands in a cloud sandbox rather than trusting a compile step; Generated SKILL.md means agents can use your product without bespoke prompting; Okibi Identity removes the sign-up interruption that stalls most autonomous agent workflows

**Limitations:** Free plan is limited to one private beta CLI and 1,000 commands per month; Agents still need an installed CLI or terminal access, so non-technical end users are out of scope; Pro pricing scales with authenticated agent users and command volume, which is hard to forecast early; Source access and self-hosting sit behind the Pro and Enterprise tiers

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Okibi 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%; Okibi 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). Okibi: Freemium. Free tier at $0 for one private beta CLI, three builders, five generations per month and 1,000 successful commands. Pro is listed at $150/mo (discounted annually) including one production CLI, then $100/mo per additional CLI, with overage at $2 per extra active agent user and $0.05 per extra command. Enterprise is custom with an annual commitment.

## 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 | [Google Antigravity](https://openaitools.app/tool/google-antigravity) | 16,054,109 | +8.1% | Freemium | Google's agent-first development platform for building and shipping software with AI agents | [.md](https://openaitools.app/tool/google-antigravity.md) |

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

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