agentsview vs Prism: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of agentsview and Prism — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
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agentsview
kenn-io
Local-first, open-source tool to browse, search, and track costs across 20+ AI coding agents from one binary.
Key features
- Unified Session Browser: Browse and search sessions across 20+ AI coding agents from one local UI.
- Local SQLite Indexing: Syncs all agent sessions into a local SQLite database for fast, fully local queries.
- Cost and Token Tracking: A fast, local ccusage replacement that tracks token use and cost across all agents with per-model breakdowns.
- Automatic Pricing: Pulls model pricing via LiteLLM rates with an offline fallback for accurate cost estimates.
- Flexible Deployment: Run as a single CLI binary, a macOS/Windows desktop app, or a published Docker image.
- Secure Loopback Access: Binds to loopback with Host-header validation and optional auth to guard against DNS-rebinding attacks.
Best for
- Tracking AI Coding Spend: Monitor daily token consumption and cost across every coding agent in one place.
- Searching Past Agent Sessions: Browse and search prior sessions from Claude Code, Codex, and other agents locally.
- Replacing ccusage: Use a faster, local cost-tracking tool that supports many agents instead of just one.
- Status Bar Cost Readouts: Pipe a one-line daily usage summary into a shell prompt or status bar.
- Self-Hosted Team Dashboards: Run the Docker image with PostgreSQL to serve usage analytics in a dev environment.
Prism
Prism
A native macOS AI workspace with multi-provider chat, hosted models, an MCP registry, and @-tools.
Key features
- Multi-Provider Chat: Use GPT-5.5, Claude Opus, Gemini, and local models and compare providers side by side in one workspace.
- Prism Hosted: Access frontier models for reasoning, coding, and long-context work without bringing your own API key.
- Quick AI: Summon any model from any macOS app without breaking your flow.
- MCP Registry and @-Tools: Curated MCP servers with saved credentials and @-mention tools for file, quiz, and flash-card flows inside the thread.
- Local Proxy: An OpenAI-compatible local proxy on paid plans routes external IDEs and CLIs like Claude Code through your configured models.
- Native macOS Design: A single SwiftUI window for chat, tools, and history built specifically for Mac.
Best for
- Comparing Models Side by Side: Test the same prompt across multiple providers and pick the best answer.
- Key-Free Frontier Access: Use top hosted models through Prism Hosted without managing your own API keys.
- In-App AI Anywhere: Trigger Quick AI from any Mac app to draft or answer without switching context.