Comparison
agent-prism vs viewer
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 viewer if zetane viewer aids in visualizing ML models and their tensors in an interactive 3D environment, aiding comprehension and debugging.
Markdown twin · agent-prism alternatives · viewer alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | agent-prism | viewer |
|---|---|---|
| Maintenance | Active (12d since push) As of 2w · github_public_v1 | Dormant (1456d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-15 As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agent-prism
- React components for visualizing traces from AI agents
- viewer
- ML models and internal tensors 3D visualizer
Stars
- agent-prism
- 380
- viewer
- 1.8k
Forks
- agent-prism
- 23
- viewer
- 168
Open issues
- agent-prism
- 15
- viewer
- 17
Language
- agent-prism
- TypeScript
- viewer
- Python
Adopt for
- agent-prism
- Agent-prism is a TypeScript-based React component library that facilitates trace visualization from AI agents offering comprehensive monitoring and evaluation capabilities.
- viewer
- Zetane viewer aids in visualizing ML models and their tensors in an interactive 3D environment, aiding comprehension and debugging.
Persona
- agent-prism
- -
- viewer
- -
Runtime
- agent-prism
- -
- viewer
- -
License
- agent-prism
- MIT
- viewer
- (unknown)
Last pushed
- agent-prism
- Jul 27, 2026
- viewer
- Aug 8, 2022
Categories
- agent-prism
- AI Agents, Developer Tools, Evaluation & Observability
- viewer
- Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- agent-prism
- Active (82%)
- viewer
- Dormant (18%)
Days since push
- agent-prism
- 12d
- viewer
- 1456d
Open issues (now)
- agent-prism
- 15
- viewer
- 17
OSV dependency advisories
- agent-prism
- No published findings from this source as of 2026-07-15
- viewer
- No lockfile (source not queried)
Full report
- agent-prism
- Trust report
- viewer
- Trust report
Choose agent-prism if…
- agent-prism is primarily TypeScript; viewer is Python.
- Tags unique to agent-prism: ai-agents, ai-monitoring, component-library, distributed-tracing.
- Also covers AI Agents.
- 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 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.
Choose viewer if…
- viewer is primarily Python; agent-prism is TypeScript.
- Tags unique to viewer: 3d, exploration, files, free software.
- You require a detailed, 3D visualization of model structures and tensor data.
When NOT to use viewer
- Your workflow necessitates non-interactive visualization methods.
- The viewer's license ambiguity could pose risks to proprietary projects or sensitive data handling.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (evilmartians/agent-prism) · observed Aug 9, 2026
- GitHub forks (evilmartians/agent-prism) · observed Aug 9, 2026
- Last push (evilmartians/agent-prism) · observed Jul 27, 2026
- License file (MIT) · observed Aug 9, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (zetane/viewer) · observed Aug 3, 2026
- GitHub forks (zetane/viewer) · observed Aug 3, 2026
- Last push (zetane/viewer) · observed Aug 8, 2022
- License file (unknown) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-prism 380 · viewer 1.8k (synced Aug 9, 2026).
Common questions
- What is the difference between agent-prism and viewer?
- agent-prism: React components for visualizing traces from AI agents. viewer: ML models and internal tensors 3D visualizer. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-prism over viewer?
- Choose agent-prism over viewer when agent-prism is primarily TypeScript; viewer is Python; Tags unique to agent-prism: ai-agents, ai-monitoring, component-library, distributed-tracing; Also covers AI Agents; 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 viewer over agent-prism?
- Choose viewer over agent-prism when viewer is primarily Python; agent-prism is TypeScript; Tags unique to viewer: 3d, exploration, files, free software; You require a detailed, 3D visualization of model structures and tensor data.
- 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 viewer?
- Your workflow necessitates non-interactive visualization methods. The viewer's license ambiguity could pose risks to proprietary projects or sensitive data handling.
- Is agent-prism or viewer more popular on GitHub?
- viewer has more GitHub stars (1,835 vs 380). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-prism and viewer open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to agent-prism or viewer?
- GraphCanon lists graph-backed alternatives at agent-prism alternatives and viewer alternatives (agent-prism markdown twin, viewer markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, agent-prism or viewer?
- agent-prism: Active. viewer: 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 viewer?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-prism trust report; viewer trust report.