# Cody by Sourcegraph vs DeepSeek

Cody by Sourcegraph records 143,592 monthly visits with -11.8% month-over-month growth and Freemium, Contact for Pricing pricing. DeepSeek records 372,761,591 monthly visits with +4.3% growth and Freemium pricing.

| Metric | [Cody by Sourcegraph](https://openaitools.app/tool/cody) | [DeepSeek](https://openaitools.app/tool/deepseek) |
| :--- | :--- | :--- |
| Website URL | https://sourcegraph.com/cody | https://www.deepseek.com |
| Categories | AI Code Assistant, AI Copilot, AI Code Generator, AI Developer Tools | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot |
| Pricing Model | Freemium, Contact for Pricing | Freemium |
| Monthly Visits | 143,592 | 372,761,591 |
| MoM Growth Rate | -11.8% | +4.3% |
| Primary Market | United States | China |
| Direct Visits | 92,850 | 291,585,405 |
| Review Score | 4.6 | 4.8 |
| Saved Count | 1 | 44 |
| Supported Platforms | Website | Website |

## Cody by Sourcegraph

Cody is Sourcegraph's AI coding assistant, designed around a simple idea: an assistant is only as useful as the context it can see. Instead of reasoning over the single file you have open, Cody uses Sourcegraph's Search API to pull relevant context from local and remote codebases, so it can reference APIs, symbols, and usage patterns from anywhere in your repositories when answering questions or proposing changes.

You interact with Cody primarily through chat, code completions, and editable prompts. Chat lets you ask questions about your code, generate snippets, and apply edits, and you can use @-mentions to attach specific files, symbols, remote repositories, or non-code artifacts as context. Auto-edit watches your cursor and typing to suggest contextual changes, while customizable prompts let teams standardize recurring tasks. Context filters let you exclude repositories so you control what the assistant can see.

Cody connects to code hosts such as GitHub and GitLab and integrates with popular IDEs and the Sourcegraph web app. It is positioned as an Enterprise-supported capability within Sourcegraph's code intelligence platform, so teams typically adopt it alongside Code Search and other Sourcegraph products. Prompts and responses are collected to provide the service, and per Sourcegraph the data is not used to train models.

**Pricing & Plans:** Cody is offered as part of Sourcegraph's product lineup, with individual usage available and an Enterprise tier for organizations. Pricing is quote-based for enterprise deployments; check the Sourcegraph site for the current plans and terms.

- **Codebase-wide context:** Uses Sourcegraph's Search API to pull context from local and remote repositories, so answers reference real APIs, symbols, and usage patterns across your code.
- **Chat with @-mentions:** Ask questions about your code and attach specific files, symbols, remote repositories, or other artifacts using @ to give the assistant the exact context you want.
- **Auto-edit and completions:** Suggests contextual code changes based on cursor movement and recent typing, alongside inline completions to speed up everyday editing.
- **Customizable prompts:** Build, save, and share reusable prompts so common tasks and workflows can be standardized across a team.
- **Debugging assistance:** Specialized support for identifying and fixing errors, with explanations and suggested fixes to accelerate debugging.

**Strengths:** Grounds answers in real codebase context via Sourcegraph's search and code intelligence; Works across VS Code, JetBrains, Visual Studio, and the web app; Context filters give teams control over which repositories are included; Prompt templates make recurring tasks repeatable and shareable

**Limitations:** Primary enterprise positioning means setup and terms are sales-led; Full value depends on connecting your repositories and code hosts; Best experience comes when used together with the broader Sourcegraph platform

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

## 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)

## Frequently Asked Questions

### How do Cody by Sourcegraph and DeepSeek compare in monthly traffic?

Cody by Sourcegraph has 143,592 monthly visits, while DeepSeek has 372,761,591. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Cody by Sourcegraph has a month-over-month growth rate of -11.8%; DeepSeek has +4.3%.

### How does pricing compare?

Cody by Sourcegraph: Freemium, Contact for Pricing. Cody is offered as part of Sourcegraph's product lineup, with individual usage available and an Enterprise tier for organizations. Pricing is quote-based for enterprise deployments; check the Sourcegraph site for the current plans and terms. 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).

## 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 | [VS Code](https://openaitools.app/tool/vs-code) | 7,397,370 | -3.8% | Freemium | Write code with precision, hand bigger jobs to agents, and keep working from anywhere | [.md](https://openaitools.app/tool/vs-code.md) |

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

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