# DeepSeek vs TrustOSS

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

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [TrustOSS](https://openaitools.app/tool/trustoss) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://trustoss.org |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI GitHub, AI Developer Tools, AI Agent |
| Pricing Model | Freemium | Free |
| 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 | 4.6 |
| Saved Count | 44 | 0 |
| 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)

## TrustOSS

TrustOSS is an open-source due-diligence tool that answers a question star counts cannot: is this GitHub repository actually healthy enough to depend on? You paste an owner/repo, a GitHub URL, or a natural-language search like "rust http client", and it produces a graded report built from public GitHub data — no account required for the core checks.

The analysis goes well beyond popularity. Its health score weights activity, maintenance, community, documentation and maturity into a single 0–100 number. A separate star audit inspects the growth curve and profiles recent stargazers to surface patterns associated with bought stars, a real problem given research estimating millions of suspected fake stars on GitHub. The deep scan then probes harder signals: known vulnerabilities from OSV, actual adoption via dependent packages on deps.dev, bus factor from commit concentration, CI pass rate, PR merge rate and whether the repo is essentially docs-only.

Every report lives at a shareable URL, so teams can link evidence in a dependency review. Finalists can be compared two to four at a time with a radar chart and score table, and an embeddable SVG badge lets maintainers show their live score in a README. A cloneable npm CLI and an agent skill bring the same analysis into terminals and AI coding workflows, which makes it useful both for a one-off check and for automating dependency vetting.

**Pricing & Plans:** Free. Searching, analyzing, comparing, deep scans, star audits and README badges require no payment and no account; sign-in with GitHub is optional and only unlocks a maintainer dashboard for your own repositories.

- **Repository health score:** A 0–100 score with a letter grade, broken into five weighted dimensions — activity, maintenance, community, documentation and maturity — computed entirely from public GitHub data.
- **Fake-star audit:** Plots the star growth curve and profiles recent stargazers by account age, followers and repo count to flag bought popularity.
- **Deep scan:** Checks known vulnerabilities from OSV, real dependent packages from deps.dev, bus factor from commit concentration, CI pass rate, PR merge rate and docs-only detection, reported as OK/WARN/RISK findings with evidence.
- **Side-by-side comparison:** Pick 2–4 candidate libraries and get a radar chart plus a score table across all five dimensions, with the strongest pick highlighted.
- **CLI, badge and agent skill:** The trustoss-cli npm package brings analyze, deep-scan and star-audit to your terminal and installs a skill so AI coding agents can vet dependencies automatically; every repo also gets an embeddable SVG README badge.

**Strengths:** Free with no account required for the core analysis, comparison, deep scan and star audit features.; Reads signals that are hard to fake — commit concentration, real dependent packages, issue handling and stargazer profiles — instead of relying on star counts.; Deep scan pulls concrete evidence from OSV vulnerabilities and deps.dev adoption data rather than vague quality claims.; Shareable report URLs, radar-chart comparisons and a README badge make results easy to circulate in dependency reviews.

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while TrustOSS 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%; TrustOSS 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). TrustOSS: Free. Free. Searching, analyzing, comparing, deep scans, star audits and README badges require no payment and no account; sign-in with GitHub is optional and only unlocks a maintainer dashboard for your own repositories.

## 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 | [DeepWiki by Cognition](https://openaitools.app/tool/deepwiki-by-congnition) | 879,539 | -3.1% | Free | AI-generated wikis and chat for any public GitHub repository | [.md](https://openaitools.app/tool/deepwiki-by-congnition.md) |

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

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)