Free / Open-sourceDelivers exceptional open-weight reasoning performance at very low cost, but lacks BigModel's broad enterprise multi-modal agent building suite.

BigModel records 5,700,686 monthly visits with -17% month-over-month growth and Freemium pricing. Marpipe records 54,000 monthly visits with +4.3% growth and Contact for Pricing pricing.

Make catalog ads look like real creative — and perform like it
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | bigmodel.cn | marpipe.com |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 5.7M (5,700,686) | 54K (54,000) |
| MoM Traffic Delta |
| -1.17M (-17%) |
| +2.21K (+4.3%) |
| Primary Market & Share | 🇨🇳 China (85.8%) | 🇺🇸 United States (29.5%) |
|---|
| Direct Visits / mo | 4.23M | 17.13K |
|---|
| User Rating | 4.6 | 4.2 |
|---|
| Supported Platforms | Website | Website |
|---|

Zhipu AI's open platform for GLM large models, multimodal APIs, and agent building
Unified access to GLM large language models plus vision, OCR, speech, image, and video endpoints through one account.
Build tool-using agents and expose or consume MCP services to connect models to external systems.
Create managed knowledge bases and retrieval pipelines so models can answer with your own documents.
Tune models on your data and prototype prompts interactively in the browser before shipping.

Make catalog ads look like real creative — and perform like it
Design catalog ad layouts and styling that look like real ad creative instead of an auto-assembled product grid.
Turn individual SKUs into short video assets so product ads can run as thumb-stopping video rather than static tiles.
Apply generative AI models and scenes to catalog items to produce more varied, on-brand ad creative.
Automatically filter out the worst-performing products so ad spend concentrates on SKUs that convert.
Free / Open-sourceDelivers exceptional open-weight reasoning performance at very low cost, but lacks BigModel's broad enterprise multi-modal agent building suite.


Provides industry-leading frontier intelligence and developer ecosystems, but lacks BigModel's specialized GLM architecture and native Chinese language optimizations.

Offers massive context windows and robust multimodal Gemini APIs, but differs in model architecture and regional enterprise tooling.
#3SpecialistAggregates hundreds of global models under one API endpoint, whereas BigModel provides direct native infrastructure for Zhipu's GLM models.

SpecialistOne API for 1,500+ production-ready generative media models

Free / Open-sourceSpecializes in serverless open-source model hosting and dedicated GPU clusters, but provides less native proprietary GLM model integration.

Run, fine-tune, and deploy machine learning models with one line of code

Free / Open-sourceMeta ad spy library and AI ad generator for performance marketers

Free / Open-sourceAI ad generator for video and image creatives at scale
Delivers ultra-fast inference speeds for open-weight models, but focuses less on proprietary enterprise agent building toolkits than BigModel.

Free / Open-sourceAI creative engine for Meta and TikTok ad teams

Free / Open-sourceOffers highly cost-effective serverless inference for open models, but lacks BigModel's integrated enterprise knowledge base and agent tools.
Free / Open-sourceDelivers exceptional open-weight reasoning performance at very low cost, but lacks BigModel's broad enterprise multi-modal agent building suite.
Provides industry-leading frontier intelligence and developer ecosystems, but lacks BigModel's specialized GLM architecture and native Chinese language optimizations.
Offers massive context windows and robust multimodal Gemini APIs, but differs in model architecture and regional enterprise tooling.
SpecialistAggregates hundreds of global models under one API endpoint, whereas BigModel provides direct native infrastructure for Zhipu's GLM models.
Free / Open-sourceSpecializes in serverless open-source model hosting and dedicated GPU clusters, but provides less native proprietary GLM model integration.
Run, fine-tune, and deploy machine learning models with one line of code
Free / Open-sourceMeta ad spy library and AI ad generator for performance marketers
Free / Open-sourceAI ad generator for video and image creatives at scale
Free / Open-sourceAI creative engine for Meta and TikTok ad teams