AgentOps vs Giga vs Relay.app vs Zapier AI
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
AgentOps
Observability for AI agents
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Giga
Enterprise AI agents for voice and chat customer support
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Relay.app
Human-in-the-loop workflow automation
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Zapier AI
AI features inside Zapier's workflow automation
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| RECATOOLS Score | 6.7 / 10 | 7 / 10 | 7.3 / 10 | 7.6 / 10 |
| Capability | ||||
| Value for money | ||||
| Ease of use | ||||
| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Freemium | Enterprise | Freemium | Freemium |
| Free tier | — | — | — | 100 tasks per month |
| Paid from | — | — | — | $49.99/month (Professional) |
| Has API | ✓ | ✗ | ✗ | ✓ |
| Open source | ✗ | ✗ | ✗ | ✗ |
| Free to use | ✓ | ✗ | ✗ | ✗ |
| Users | — | — | — | 6m+ users |
| Founded | 2023 | — | 2020 | 2011 |
| Maker | — | — | — | Zapier |
| Verdict | AgentOps is a developer-focused observability platform for AI agents, offering session replay, tracing, cost and token tracking, and debugging across popular agent frameworks. As teams move agents toward production, this... |
Giga competes with the wave of agentic support platforms by emphasising production-grade voice, broad language coverage, and governance certifications including ISO 42001 for responsible AI. Named enterprise customers an... |
Relay.app is a modern Zapier/Make alternative whose standout features are clean multi-step workflows, native AI actions and first-class human-in-the-loop approval steps, making it well suited to processes that need a per... |
Zapier AI brings AI agents, chatbots and AI-powered steps into Zapier's enormous no-code automation platform, which connects 7,000+ apps. The killer advantage is reach: you can wire AI into almost any SaaS workflow witho... |
| Full review → | Full review → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.