# Zhipu Qingyan (ChatGLM) vs Polymath

Zhipu Qingyan (ChatGLM) records 5,119,422 monthly visits with -3.9% month-over-month growth and Freemium, Free pricing. Polymath records 0 monthly visits with — growth and Free pricing.

| Metric | [Zhipu Qingyan (ChatGLM)](https://openaitools.app/tool/chatglm-cn) | [Polymath](https://openaitools.app/tool/polymath) |
| :--- | :--- | :--- |
| Website URL | https://chatglm.cn | https://github.com/samim23/polymath |
| Categories | AI Chatbot, Large Language Models (LLMs), AI Image Generator, AI Video Generator | AI Stems Splitter, AI Midi Generator, AI Song Remixer, Open Source AI Models |
| Pricing Model | Freemium, Free | Free |
| Monthly Visits | 5,119,422 | 0 |
| MoM Growth Rate | -3.9% | — |
| Primary Market | China | Global |
| Direct Visits | 4,066,967 | 0 |
| Review Score | 4.6 | 4.4 |
| Saved Count | 3 | 4 |
| Supported Platforms | Website | Open Source |

## Zhipu Qingyan (ChatGLM)

Zhipu Qingyan — often referred to internationally as ChatGLM — is Zhipu AI's consumer-facing AI workspace at chatglm.cn. It runs on the company's GLM large model family and presents itself not just as a chatbot but as an agent that understands a goal, breaks it into steps, calls the right tools and hands back a deliverable rather than a wall of text.

The platform bundles a wide range of capabilities into one account: conversational dialogue and web search, AI image and video generation, slide creation, document and data analysis, code assistance and voice interaction. Because Zhipu also publishes open-weight GLM models, the same underlying research shows up both in this hosted product and in developer-facing APIs.

The interface is primarily Chinese and tuned for Chinese-language tasks and domestic content, which makes it a strong fit for users working in that context. A free tier covers everyday chat and basic tools, with paid tiers for higher quotas and advanced models.

**Pricing & Plans:** Freemium with a free tier for everyday chat and standard tools, plus paid subscription tiers for higher limits and advanced model access.

- **Agentic task execution:** Describe an objective and the assistant plans steps, invokes tools and produces an actual deliverable rather than just advice.
- **Multimodal creation:** Generate images, short videos, presentations and written content from prompts inside the same workspace.
- **Web search and reading:** Pull in live search results and summarize long documents or pages to ground answers in current information.
- **Code and data assistance:** Get help writing code and analyzing datasets, useful for developers and analysts alike.
- **GLM model foundation:** Powered by Zhipu's in-house GLM models, the same research family also released as open-weight models for developers.

**Strengths:** Broad toolbox in one account: chat, search, image, video, slides and analysis; Strong Chinese-language understanding and locally relevant content; Free tier covers most everyday usage; Backed by Zhipu's own GLM model research

**Limitations:** Interface and content are primarily Chinese, which limits non-Chinese users; Advanced models and higher quotas require a paid plan; Some features are region-specific and may not work everywhere

[Profile (Markdown)](https://openaitools.app/tool/chatglm-cn.md)

## Polymath

Polymath is built around a simple idea: any large music collection is effectively an untapped sample pack. Instead of digging through folders manually, you point the tool at your audio and let a chain of neural networks label, slice and align it. Music source separation is handled by Demucs, structure segmentation by sf_segmenter, pitch tracking and key detection by Crepe, and audio-to-MIDI by Basic Pitch, with pyrubberband and librosa covering quantization and metadata.

Once a song has been analyzed once, it lives in a local database file, so repeated searches and quantization steps are fast and do not require re-processing. You add tracks with the -a flag (single files, folders or YouTube IDs), quantize with -q against a target BPM or the track's own tempo, and search for similar material with -s. Everything is driven from the terminal or through the included Docker image.

Typical workflows split into two camps. Producers and DJs use Polymath to extract a beat from one genre, a bassline from another and horns from a third, all tempo-matched and ready to drop into a DAW — or to assemble smooth, hour-long mixes from tracks that share a feel. Machine-learning developers use it to generate large, richly labeled audio datasets for training generative music models.

**Pricing & Plans:** Polymath is free and open source under the MIT license. The repository is public on GitHub, so there is no subscription, license fee or account. Running it does require compatible software (ffmpeg and Python 3.7–3.10) and, for practical speeds, a GPU — the cost of any hardware or cloud compute is yours.

- **Library ingestion from disk or YouTube:** Feed Polymath a single track, a folder, or a list of YouTube IDs and it builds a persistent local database of analyzed songs that can be searched instantly afterwards.
- **Neural stem separation:** Demucs splits each song into beats, bass, vocals and other stems, which are then saved to a separated folder for use in your DAW.
- **Tempo quantization to a common grid:** Every track can be time-stretched and re-aligned to a shared tempo and beat grid (for example 120 BPM), so elements from different songs line up cleanly.
- **Structure, key and loudness analysis:** Polymath labels musical sections such as verse and chorus, detects key and loudness, and exposes that metadata for search and filtering.
- **Audio-to-MIDI transcription:** Pitch tracking and Basic Pitch transcription turn melodic material into MIDI files you can edit and re-arrange in any instrument track.
- **Similarity search across the library:** Given a song already in the library, Polymath finds the most similar tracks (optionally including BPM as a criterion) to support mash-ups and long-form mixes.

**Strengths:** Completely free and open source under a permissive MIT license; Chains several proven ML models (Demucs, Crepe, Basic Pitch) into one workflow; Persistent library database makes repeated search and quantization fast; Handles both local files and YouTube sources, plus batch additions

**Limitations:** Python stack is pinned to Python 3.7–3.10, so newer environments may need extra setup work; Requires ffmpeg plus a sizeable set of ML dependencies, and initial GPU support is easiest on native installs; Analysis of every new track takes time before it becomes searchable; There is no hosted web UI — everything runs through the command line or Docker

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

## Frequently Asked Questions

### How do Zhipu Qingyan (ChatGLM) and Polymath compare in monthly traffic?

Zhipu Qingyan (ChatGLM) has 5,119,422 monthly visits, while Polymath has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Zhipu Qingyan (ChatGLM) has a month-over-month growth rate of -3.9%; Polymath has —.

### How does pricing compare?

Zhipu Qingyan (ChatGLM): Freemium, Free. Freemium with a free tier for everyday chat and standard tools, plus paid subscription tiers for higher limits and advanced model access. Polymath: Free. Polymath is free and open source under the MIT license. The repository is public on GitHub, so there is no subscription, license fee or account. Running it does require compatible software (ffmpeg and Python 3.7–3.10) and, for practical speeds, a GPU — the cost of any hardware or cloud compute is yours.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Character.AI](https://openaitools.app/tool/character-ai) | 154,156,370 | +2.2% | Freemium | Provides engaging conversational roleplay with custom characters, but is not designed for general Chinese search and productivity tasks. | [.md](https://openaitools.app/tool/character-ai.md) |
| 2 | [Venice AI](https://openaitools.app/tool/venice-ai) | 25,088,401 | +23.8% | Freemium | Prioritizes private open-source text and image generation with developer APIs, but lacks consumer-focused Chinese assistant workflows. | [.md](https://openaitools.app/tool/venice-ai.md) |
| 3 | [OpenArt](https://openaitools.app/tool/openart) | 12,394,629 | +15.8% | Freemium, Free Trial | Specializes in diverse third-party image and video generation models, but offers less robust general conversational capabilities than ChatGLM. | [.md](https://openaitools.app/tool/openart.md) |
| 4 | [DeepAI](https://openaitools.app/tool/deepai-org) | 8,407,615 | +0.9% | Freemium | Offers versatile multi-modal generation tools in the browser, but lacks deep conversational Chinese language assistance capabilities. | [.md](https://openaitools.app/tool/deepai-org.md) |
| 5 | [Civitai](https://openaitools.app/tool/civitai) | 6,963,136 | +12.8% | Freemium | Discover, download and generate with open-source AI models for image, video and 3D. | [.md](https://openaitools.app/tool/civitai.md) |
| 6 | [ModelScope](https://openaitools.app/tool/modelscope-community) | 3,085,423 | +5.1% | Free | Open-source model and dataset hub with one-click online demos | [.md](https://openaitools.app/tool/modelscope-community.md) |
| 7 | [Oreate AI](https://openaitools.app/tool/oreate-ai) | 1,911,584 | -27.5% | Freemium | Delivers an all-in-one workspace for content, presentations, and media generation, but lacks ChatGLM's tailored Chinese language reasoning. | [.md](https://openaitools.app/tool/oreate-ai.md) |
| 8 | [Klangio](https://openaitools.app/tool/klangio) | 658,426 | -11.8% | Freemium, Free Trial | Turn audio, recordings, and YouTube into sheet music, MIDI, and tabs | [.md](https://openaitools.app/tool/klangio.md) |
| 9 | [Lacuna](https://openaitools.app/tool/lacuna) | 229,938 | +49.6% | Freemium | An AI music studio for songs, stems, MIDI, and sheet music | [.md](https://openaitools.app/tool/lacuna.md) |
| 10 | [Aitubo](https://openaitools.app/tool/aitubo) | 157,700 | -16.1% | Freemium | Aggregates multiple generative media models in one place, but lacks the comprehensive assistant and search features of Zhipu. | [.md](https://openaitools.app/tool/aitubo.md) |

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Source: https://openaitools.app/compare/chatglm-cn-vs-polymath

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