---
title: "agent-prism vs manifold"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/evilmartians-agent-prism-vs-uber-manifold"
tools: ["evilmartians-agent-prism", "uber-manifold"]
---

# agent-prism vs manifold

*GraphCanon updated Aug 9, 2026*

## Verdict

Pick agent-prism if agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities; pick manifold if manifold, developed by Uber, offers ML developers JavaScript-based visualization capabilities to debug and comprehend their models' data processing without the need for model-specific knowledge.

[agent-prism](https://storybook.agent-prism.evilmartians.io/?utm_source=github&utm_medium=social) reports 380 GitHub stars, 23 forks, and 15 open issues, last pushed Jul 27, 2026. [manifold](https://github.com/uber/manifold) has 1.7k stars, 116 forks, and 83 open issues, last pushed Feb 5, 2025. Figures are from public GitHub metadata via [agent-prism's repository](https://github.com/evilmartians/agent-prism) and [manifold's repository](https://github.com/uber/manifold).

| | [agent-prism](/tools/evilmartians-agent-prism.md) | [manifold](/tools/uber-manifold.md) |
| --- | --- | --- |
| Tagline | React components for visualizing traces from AI agents | A model-agnostic visual debugging tool for machine learning |
| Stars | 380 | 1,673 |
| Forks | 23 | 116 |
| Open issues | 15 | 83 |
| Language | TypeScript | JavaScript |
| Adopt for | Agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities. | Manifold, developed by Uber, offers ML developers JavaScript-based visualization capabilities to debug and comprehend their models' data processing without the need for model-specific knowledge. |
| Persona | - | - |
| Runtime | - | - |
| License | MIT | Manifold is distributed under the Apache-2.0 license, allowing for flexible usage in both commercial and open-source projects. |
| Categories | AI Agents, Developer Tools, Evaluation & Observability | Developer Tools |

## Trust and health

_Sourced signals - not a safety guarantee. No winner column._

| | [agent-prism](/tools/evilmartians-agent-prism.md) | [manifold](/tools/uber-manifold.md) |
| --- | --- | --- |
| Maintenance | Active (82%) | Dormant (18%) |
| Days since push | 12d | 543d |
| Open issues (now) | 15 | 83 |
| Full report | [trust report](/tools/evilmartians-agent-prism/trust.md) | [trust report](/tools/uber-manifold/trust.md) |

## Shared compatibility

- **Node.js**: [agent-prism](/tools/evilmartians-agent-prism.md) - Node.js runtime; [manifold](/tools/uber-manifold.md) - Node.js runtime

## Decision facts: agent-prism

- **Adopt for:** Agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities.

## Decision facts: manifold

- **Pricing:** freemium - Free to use and modify under the Apache-2.0 license terms, Manifold's codebase can be downloaded from its repository without any cost.
- **Adopt for:** Manifold, developed by Uber, offers ML developers JavaScript-based visualization capabilities to debug and comprehend their models' data processing without the need for model-specific knowledge.
- **License detail:** Manifold is distributed under the Apache-2.0 license, allowing for flexible usage in both commercial and open-source projects.

## Choose when

### Choose agent-prism if…

- agent-prism is primarily TypeScript; manifold is JavaScript.
- License: agent-prism is MIT, manifold is Apache-2.0.
- Tags unique to agent-prism: ai-agents, ai-monitoring, component-library, distributed-tracing.
- Also covers AI Agents, Evaluation & Observability.
- If your project uses TypeScript and React for front-end development, and you need to monitor AI agent behavior effectively without reinventing the UI wheel.

### Choose manifold if…

- manifold is primarily JavaScript; agent-prism is TypeScript.
- License: manifold is Apache-2.0, agent-prism is MIT.
- Pricing: Free to use and modify under the Apache-2.0 license terms, Manifold's codebase can be downloaded from its repository without any cost..
- Tags unique to manifold: apache-2.0-license, incubation, javascript, machine-learning.
- - When you seek a JavaScript-based tool for visual debugging of machine learning models, irrespective of the model type or framework used

## When NOT to use agent-prism

- Consider other options if your project does not use TypeScript since adapting libraries specifically tailored for TypeScript might introduce unnecessary complexity.
- If real-time dynamic updates are critical and the current data handling mechanisms of agent-prism do not meet these requirements, look elsewhere.

## When NOT to use manifold

- - Avoid using Manifold if you are not comfortable working with JavaScript, as it is a primary requirement to integrate this tool into your project environment
- - If your development setup strictly avoids npm dependencies or requires isolation from external libraries, Manifold may introduce unnecessary complexity given its specific installation requirements

## Common questions

### What is the difference between agent-prism and manifold?

agent-prism: React components for visualizing traces from AI agents. manifold: A model-agnostic visual debugging tool for machine learning. See the comparison table for live GitHub stats and shared categories.

### When should I choose agent-prism over manifold?

Choose agent-prism over manifold when agent-prism is primarily TypeScript; manifold is JavaScript; License: agent-prism is MIT, manifold is Apache-2.0; Tags unique to agent-prism: ai-agents, ai-monitoring, component-library, distributed-tracing; Also covers AI Agents, Evaluation & Observability; If your project uses TypeScript and React for front-end development, and you need to monitor AI agent behavior effectively without reinventing the UI wheel.

### When should I choose manifold over agent-prism?

Choose manifold over agent-prism when manifold is primarily JavaScript; agent-prism is TypeScript; License: manifold is Apache-2.0, agent-prism is MIT; Pricing: Free to use and modify under the Apache-2.0 license terms, Manifold's codebase can be downloaded from its repository without any cost.; Tags unique to manifold: apache-2.0-license, incubation, javascript, machine-learning; - When you seek a JavaScript-based tool for visual debugging of machine learning models, irrespective of the model type or framework used.

### When should I avoid agent-prism?

Consider other options if your project does not use TypeScript since adapting libraries specifically tailored for TypeScript might introduce unnecessary complexity. If real-time dynamic updates are critical and the current data handling mechanisms of agent-prism do not meet these requirements, look elsewhere.

### When should I avoid manifold?

- Avoid using Manifold if you are not comfortable working with JavaScript, as it is a primary requirement to integrate this tool into your project environment - If your development setup strictly avoids npm dependencies or requires isolation from external libraries, Manifold may introduce unnecessary complexity given its specific installation requirements

### Is agent-prism or manifold more popular on GitHub?

manifold has more GitHub stars (1,673 vs 380). Stars measure visibility, not whether either tool fits your constraints.

### Are agent-prism and manifold open source?

Yes - both are open-source projects on GitHub (agent-prism: MIT, manifold: Apache-2.0).

### Where can I find alternatives to agent-prism or manifold?

GraphCanon lists graph-backed alternatives at [agent-prism alternatives](/tools/evilmartians-agent-prism/alternatives) and [manifold alternatives](/tools/uber-manifold/alternatives) ([agent-prism markdown twin](/tools/evilmartians-agent-prism/alternatives.md), [manifold markdown twin](/tools/uber-manifold/alternatives.md)), ranked by typed relationship edges rather than popularity votes.

### Is there a machine-readable version of this comparison?

Yes. The markdown twin at [this comparison](/compare/evilmartians-agent-prism-vs-uber-manifold.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

### Which is better maintained, agent-prism or manifold?

agent-prism: Active. manifold: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

### Where are the full trust reports for agent-prism and manifold?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agent-prism trust report](/tools/evilmartians-agent-prism/trust); [manifold trust report](/tools/uber-manifold/trust).

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=evilmartians-agent-prism`](/api/graphcanon/graph?tool=evilmartians-agent-prism)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_