# BigModel vs DGi by Datagran

BigModel records 5,700,686 monthly visits with -17% month-over-month growth and Freemium pricing. DGi by Datagran records 0 monthly visits with 0% growth and Contact for Pricing pricing.

| Metric | [BigModel](https://openaitools.app/tool/bigmodel) | [DGi by Datagran](https://openaitools.app/tool/dgi) |
| :--- | :--- | :--- |
| Website URL | https://bigmodel.cn | https://www.dgintelligence.ai |
| Categories | Large Language Models (LLMs), AI API, AI Models, AI Agent | AI For Data Analytics, AI Agent, AI Workflow, AI Code Generator |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 5,700,686 | 0 |
| MoM Growth Rate | -17% | 0% |
| Primary Market | China | Global |
| Direct Visits | 4,230,503 | 0 |
| Review Score | 4.6 | 4.1 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## BigModel

BigModel is Zhipu AI's developer-facing platform, offering API access to the company's GLM series of large language models and a broad set of multimodal capabilities. Instead of juggling separate vendors, teams can call text generation, vision-language understanding, OCR, speech recognition, speech synthesis, image generation, and video generation endpoints from one account and one set of credentials.

Beyond raw model access, the platform targets application builders. It includes an agent framework, MCP service support, knowledge-base tooling for retrieval-augmented generation, model fine-tuning workflows, and a model playground for quick testing in the browser. There are also adjacent offerings such as an AI coding assistant and visual/low-code building experiences aimed at teams that want to ship without heavy ML engineering.

For organizations with stricter requirements, BigModel supports private instance deployment and on-premise options, alongside token-based pay-as-you-go and enterprise contracts. This makes it a fit for both individual developers prototyping on a budget and enterprises that need data to stay inside their own infrastructure.

**Pricing & Plans:** BigModel follows a freemium, token-based model: new users typically receive free trial credits, then pay-as-you-go for API usage by tokens consumed. Larger volumes, private instance deployment, and on-premise installations are arranged through contact-for-pricing enterprise agreements. Always confirm current rates on the official pricing page.

- **GLM text and multimodal APIs:** Unified access to GLM large language models plus vision, OCR, speech, image, and video endpoints through one account.
- **Agent and MCP support:** Build tool-using agents and expose or consume MCP services to connect models to external systems.
- **Knowledge base and RAG tooling:** Create managed knowledge bases and retrieval pipelines so models can answer with your own documents.
- **Fine-tuning and playground:** Tune models on your data and prototype prompts interactively in the browser before shipping.
- **Private and on-premise deployment:** Run models in a private instance or on your own hardware for data-residency and compliance needs.

**Strengths:** Broad model coverage, from LLMs to vision, speech, and video, under one platform; Officially backs the GLM family, so model documentation and updates are first-party; Supports private and on-premise deployment for strict data requirements; Includes agent, knowledge-base, and fine-tuning tooling beyond raw API access

**Limitations:** Pricing and documentation are primarily Chinese-first, which can slow English-only teams; Some enterprise capabilities require sales contact rather than transparent self-serve pricing; Token costs can grow quickly for high-volume multimodal workloads

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

## DGi by Datagran

DGi (also styled DG-i) is an AI data agent from Datagran aimed squarely at developers. Rather than a purely click-based analytics tool, it exposes a REST API where you create a session, register a database or file connection, and then ask natural-language questions about your data. The agent answers with analysis, tables and charts, and can be embedded inside your own product so end users can query their data without leaving your interface.

Beyond question answering, DGi covers the surrounding workflow. A scheduler accepts cron expressions or plain-English timing such as "every day at 9 AM" to run Python files and reports, with retries on failure. A visual builder turns results into interactive dashboards that are drag-and-drop, mobile responsive and export-ready. A separate web-automation API can navigate sites, extract data and run multi-step tasks, which is useful for competitive research and scraping jobs.

On the data side, DGi advertises connectors for PostgreSQL, MySQL, Snowflake, BigQuery, AWS S3 and CSV/Excel uploads. Datagran emphasizes security: double-envelope encryption for stored credentials, AES-256 at rest, TLS 1.3 in transit, and a zero-knowledge architecture where data stays in your own infrastructure. DGi also publishes a benchmark comparing its one-shot accuracy on data-science tasks favorably against several well-known coding and general assistants. Pricing is not listed publicly; you contact the team for a quote.

**Pricing & Plans:** No public price list. DGi is sold as contact-for-pricing, typically a sales conversation that covers API usage, seats and support. There is a free playground for trying the API with your own key.

- **Natural-language data agent API:** Create a session, connect a data source and ask questions in plain language; DGi returns analysis, tables and charts programmatically.
- **Broad data connectors:** Connect PostgreSQL, MySQL, Snowflake, BigQuery, AWS S3 and uploaded CSV or Excel files without moving data out of your environment.
- **Scheduler and orchestration:** Run Python scripts and reports on cron schedules or natural-language timing, with real-time execution and automatic retry on failure.
- **Visual app and dashboard builder:** Turn analysis into interactive, drag-and-drop, mobile-responsive dashboards that can be exported or embedded in your product.
- **Web automation API:** Programmatically browse websites, extract structured data and complete multi-step research or scraping workflows.

**Strengths:** Genuinely API-first, so the agent can be embedded in your own product rather than used only as a standalone app; Wide connector coverage including Snowflake, BigQuery, S3 and plain file uploads; Scheduler blends cron precision with natural-language timing and auto-retry; Published security posture: double-envelope encryption, AES-256 at rest and TLS 1.3 in transit

**Limitations:** Pricing is opaque and requires a sales conversation, which slows evaluation; No public free tier documented beyond a playground, and no self-serve signup flow on the site; Benchmark claims are self-reported and based on a small set of data-science tasks

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

## Frequently Asked Questions

### How do BigModel and DGi by Datagran compare in monthly traffic?

BigModel has 5,700,686 monthly visits, while DGi by Datagran has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

BigModel has a month-over-month growth rate of -17%; DGi by Datagran has 0%.

### How does pricing compare?

BigModel: Freemium. BigModel follows a freemium, token-based model: new users typically receive free trial credits, then pay-as-you-go for API usage by tokens consumed. Larger volumes, private instance deployment, and on-premise installations are arranged through contact-for-pricing enterprise agreements. Always confirm current rates on the official pricing page. DGi by Datagran: Contact for Pricing. No public price list. DGi is sold as contact-for-pricing, typically a sales conversation that covers API usage, seats and support. There is a free playground for trying the API with your own key.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [DeepSeek](https://openaitools.app/tool/deepseek) | 372,761,591 | +4.3% | Freemium | Delivers exceptional open-weight reasoning performance at very low cost, but lacks BigModel's broad enterprise multi-modal agent building suite. | [.md](https://openaitools.app/tool/deepseek.md) |
| 2 | [OpenAI Platform](https://openaitools.app/tool/openai) | 234,678,639 | -9.6% | Paid | Provides industry-leading frontier intelligence and developer ecosystems, but lacks BigModel's specialized GLM architecture and native Chinese language optimizations. | [.md](https://openaitools.app/tool/openai.md) |
| 3 | [Google AI Studio](https://openaitools.app/tool/google-ai-studio) | 112,620,020 | +2% | Freemium | Offers massive context windows and robust multimodal Gemini APIs, but differs in model architecture and regional enterprise tooling. | [.md](https://openaitools.app/tool/google-ai-studio.md) |
| 4 | [OpenRouter](https://openaitools.app/tool/openrouter-ai) | 19,941,437 | -6.2% | Paid | Aggregates hundreds of global models under one API endpoint, whereas BigModel provides direct native infrastructure for Zhipu's GLM models. | [.md](https://openaitools.app/tool/openrouter-ai.md) |
| 5 | [fal.ai](https://openaitools.app/tool/fal-ai) | 3,093,684 | -3.7% | Paid, pay-as-you-go usage-based pricing | One API for 1,500+ production-ready generative media models | [.md](https://openaitools.app/tool/fal-ai.md) |
| 6 | [Together AI](https://openaitools.app/tool/together-ai) | 1,645,930 | +64.9% | Freemium, Paid | Specializes in serverless open-source model hosting and dedicated GPU clusters, but provides less native proprietary GLM model integration. | [.md](https://openaitools.app/tool/together-ai.md) |
| 7 | [Replicate AI](https://openaitools.app/tool/replicate-ai) | 904,038 | -8.4% | Paid | Run, fine-tune, and deploy machine learning models with one line of code | [.md](https://openaitools.app/tool/replicate-ai.md) |
| 8 | [Hex](https://openaitools.app/tool/hex-tech) | 782,737 | +10.8% | Freemium, Free Trial, Paid, Contact for Pricing, Free | An agentic analytics platform that turns questions into governed, trusted answers | [.md](https://openaitools.app/tool/hex-tech.md) |
| 9 | [Fireworks](https://openaitools.app/tool/fireworks-ai) | 659,687 | +6% | Contact for Pricing | Delivers ultra-fast inference speeds for open-weight models, but focuses less on proprietary enterprise agent building toolkits than BigModel. | [.md](https://openaitools.app/tool/fireworks-ai.md) |
| 10 | [DeepInfra](https://openaitools.app/tool/deep-infra) | 457,810 | -8.9% | Paid | Offers highly cost-effective serverless inference for open models, but lacks BigModel's integrated enterprise knowledge base and agent tools. | [.md](https://openaitools.app/tool/deep-infra.md) |

---
Source: https://openaitools.app/compare/bigmodel-vs-dgi

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