VoltOps review
A focused visual tracing tool with a free entry plan and narrow listed integrations.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
VoltOps is a web-based observability platform for AI agents and workflows. It helps developers inspect execution traces, model calls, tool usage, multi-agent handoffs, logs, latency, token usage, and costs. Its visual timelines, session replay, payload inspection, and run-level investigation are suited to teams that want a straightforward way to understand agent behavior. The platform is available through hosted cloud access, API access, and self-hosted deployment, with AI-focused tracing across development and production workflows.
Pricing is structured around four plans. Developer is free at $0 per month and includes 1 seat, 1 prompt, 1 project, 250 traces per month, 7 days of data retention, and 100 actions. Core costs $50 per month and expands access to up to 3 seats, unlimited prompts and agents, 50,000 traces per month, 90 days of retention, 5,000 Actions per month, and 5,000 Triggers per month. Pro costs $250 per month and supports up to 20 seats, 250,000 traces per month, 90 days of retention, SSO Integration, and Priority Support. Enterprise adds a dedicated account manager, self-hosted deployment, unlimited tracing, a custom MSA, Slack Priority Support, and feature prioritization. Core and Pro include 14-day free trials.
VoltOps stands out through visual execution traces, filtering, replay, and production export based on OpenTelemetry. Read-only MCP access to traces and logs, plus a public trace API for persisted runs, adds access for connected workflows. The listed integrations are Airtable, Vercel AI SDK, and OpenTelemetry, so the product fits teams comfortable with those connections or with its open-standard export path. Teams wanting simple visual trace inspection should consider VoltOps; teams that require a broader listed integration ecosystem should compare alternatives.
VoltOps pros and cons
- Where it wins
- Visual traces, timelines, replay, and payload inspection
- Filters for latency, token usage, cost, and real-time logs
- Cloud, self-hosted Enterprise, and OpenTelemetry export
- Where it doesn't
- Developer limits usage to one seat, prompt, project, and 250 traces/month
- The listed integrations are limited to Airtable, Vercel AI SDK, and OpenTelemetry
- Self-hosted deployment is available only with Enterprise features
VoltOps fact sheet, pricing and score →
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