# DeepSeek vs Modelence

DeepSeek records 372,761,591 monthly visits with +4.3% month-over-month growth and Freemium pricing. Modelence records 31,915 monthly visits with -0.9% growth and Freemium, Paid pricing.

| Metric | [DeepSeek](https://openaitools.app/tool/deepseek) | [Modelence](https://openaitools.app/tool/modelence) |
| :--- | :--- | :--- |
| Website URL | https://www.deepseek.com | https://modelence.com |
| Categories | Large Language Models (LLMs), Open Source AI Models, AI API, AI Chatbot | AI App Builder, AI Agent, AI Developer Tools, Large Language Models (LLMs) |
| Pricing Model | Freemium | Freemium, Paid |
| Monthly Visits | 372,761,591 | 31,915 |
| MoM Growth Rate | +4.3% | -0.9% |
| Primary Market | China | United States |
| Direct Visits | 291,585,405 | 13,105 |
| Review Score | 4.8 | 4.3 |
| 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)

## Modelence

Modelence is built around a simple idea: developers should write product code, not operate infrastructure. Instead of stitching together a frontend host, a separate database, a job runner and a monitoring stack, you describe your resources in a single configuration file (app build/start commands, MongoDB, Postgres, Redis, secrets and scheduled jobs). The first deploy creates everything declared and injects the connection strings straight into your application. A CLI and a skill file let AI coding agents generate that configuration and push it live for you.

The cloud side is what Modelence calls "production autopilot." Backend processes run as always-on workloads with background workers and cron jobs alongside them, and the platform watches logs, traces, metrics and job runs from the moment you deploy. If a process crashes, a scheduled job stops firing or load spikes, Modelence restarts services, reroutes traffic and adds capacity, then reports what happened to you (optionally in Slack). Findings like memory leaks or slow queries are traced back to the exact file and line in your codebase so you can fix them.

The platform runs on standard AWS primitives across 17 regions, with automatic encrypted backups, failover, a 99.9% uptime target and SOC 2 / SSO options on higher tiers. Every app gets both a sandbox and a production environment, and each deploy is validated against the requirements your app declared before it can affect the running version. Because it can be self-hosted on your own AWS account, teams are not locked in.

**Pricing & Plans:** Free tier for side projects ($0, single instance that sleeps when idle). Paid plans include an equivalent amount of cloud usage each month: Starter $20/mo, Pro $100/mo and Scale $500/mo, then pay-as-you-go above that. Enterprise starts at $12,000/year with SOC 2, SSO and custom SLAs. Extra compute is billed hourly by container size.

- **Declarative config-driven deploys:** Describe your app, databases, caches, secrets and cron jobs in one config file; the first deploy provisions everything and wires connection strings into your app automatically.
- **Production autopilot operations:** Modelence monitors processes, requests and scheduled jobs 24/7 and acts on failures — restarting crashed instances, rerouting traffic and scaling up under load, then reporting back.
- **Managed databases and backups:** MongoDB, Postgres and Redis are provisioned on demand with automatic encrypted backups, failover and connection management handled by the platform.
- **AI coding-agent integration:** A skill file and CLI let tools like Claude Code, Cursor and Codex write your configuration and deploy the app on your behalf.
- **Sandbox plus production environments:** Every app ships with both environments, and each deploy is verified against the app's startup requirements before it can break the live version.

**Strengths:** Combines an open-source framework with a managed cloud, so there is no vendor lock-in and you can migrate to your own AWS account; Hands-off operations layer that reacts to crashes, stuck jobs and traffic spikes rather than just alerting you; Transparent, granular pricing with a free tier and hourly container billing above the included cloud usage; AI coding-agent workflow (skill file + CLI) lowers setup friction for developers who build with assistants

**Limitations:** Paid plans require committing to a monthly minimum, which may be more than a hobby project needs; Operational autopilot only fully unlocks on Pro and above; the Free tier is limited to a sleeping single instance; Teams wanting a fully managed, zero-configuration SaaS may find the config-file approach adds a learning curve

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

## Frequently Asked Questions

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

DeepSeek has 372,761,591 monthly visits, while Modelence has 31,915. 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%; Modelence has -0.9%.

### 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). Modelence: Freemium, Paid. Free tier for side projects ($0, single instance that sleeps when idle). Paid plans include an equivalent amount of cloud usage each month: Starter $20/mo, Pro $100/mo and Scale $500/mo, then pay-as-you-go above that. Enterprise starts at $12,000/year with SOC 2, SSO and custom SLAs. Extra compute is billed hourly by container size.

## 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 | [Luxe-magnate-core](https://openaitools.app/tool/luxe-magnate-core) | 3,694,734 | +40.5% | Freemium, Contact for Pricing | Describe what you want and an AI agent builds the website, app, or SaaS product for you. | [.md](https://openaitools.app/tool/luxe-magnate-core.md) |

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

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