vendor · observability
AgentOps vs Portkey
45 fields both were evaluated on, 24 of them different — including where one discloses something the other does not. Every value links to the document it came from. 21 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | AgentOps | Portkey |
|---|---|---|
| Audit trail· | “Keep a full data trail of logs, errors, and prompt injection attacks from prototype to production”www.agentops.ai · checked Aug 1, 2026 | |
| Explainability· | “Visualize Visually track events such as LLM calls, tools, and multi-agent interactions. Time Travel Debugging Rewind and replay agent runs with point in time precision.”www.agentops.ai · checked Aug 1, 2026 | “detailed observability features that give deep insights into traces, errors, and caching”portkey.ai · checked Aug 5, 2026 |
| Runtime governance· | “Set budget limits and optimize resource allocation to reduce AI expenses.”portkey.ai · checked Aug 5, 2026 | |
| Permission scopes· | ||
| Compliance certifications· | ||
| Regulatory alignment· | no public information portkey.ai · checked Aug 5, 2026 | |
| SLA terms· | no public information www.agentops.ai · checked Aug 1, 2026 | “0.999% uptime We maintain strict SLAs to keep your apps running without interruption.”portkey.ai · checked Aug 5, 2026 |
| Service type· | “The leading developer platform for building AI agents and LLM apps. Agent observability for OpenAI, CrewAI, Autogen, and 400+ LLMs and frameworks.”www.agentops.ai · checked Aug 1, 2026 | comprehensive platform designed to streamline and enhance AI integration for developers and organizations “Portkey is a comprehensive platform designed to streamline and enhance AI integration for developers and organizations”portkey.ai · checked Aug 5, 2026 |
| Underwriting backing· | no public information portkey.ai · checked Aug 5, 2026 | |
| Client types· | no public information www.agentops.ai · checked Aug 1, 2026 |
Safety
| Field | AgentOps | Portkey |
|---|---|---|
| Data handling· | no public information www.agentops.ai · checked Aug 1, 2026 | “Portkey automatically redacts sensitive data from your requests before they are sent to the LLM”portkey.ai · checked Aug 5, 2026 |
Practicality
| Field | AgentOps | Portkey |
|---|---|---|
| Pricing model· | no public information www.agentops.ai · checked Aug 1, 2026 | |
| Price point· | no public information www.agentops.ai · checked Aug 1, 2026 | |
| Availability· | no public information www.agentops.ai · checked Aug 1, 2026 | |
| Deployment options· | no public information www.agentops.ai · checked Aug 1, 2026 | hybrid, the gateway in our network with the control plane SaaS. “we're running it hybrid, the gateway in our network with the control plane SaaS.”portkey.ai · checked Aug 5, 2026 |
| Integrations· | no public information www.agentops.ai · checked Aug 1, 2026 | Microsoft Azure, MongoDB, Github, Docker, Auth0, Figma, Cloudflare “Microsoft Azure Build • Deploy • Manage MongoDB Store • Query • Scale Github Code • Collaborate • Ship Docker Build • Ship • Run Auth0 Authenticate • Protect Figma Design • Create Cloudflare Secure • Accelerate • Deliver”portkey.ai · checked Aug 5, 2026 |
| Support model· | no public information www.agentops.ai · checked Aug 1, 2026 | “excellent, dedicated support even during the proof of concept phase”portkey.ai · checked Aug 5, 2026 |
Ecosystem
| Field | AgentOps | Portkey |
|---|---|---|
| Protocols supported· | no public information www.agentops.ai · checked Aug 1, 2026 | MCP “Portkey’s MCP Gateway centralizes authentication, access, and observability of MCP servers”portkey.ai · checked Aug 5, 2026 |
| API access· | ||
| Open source· | no public information www.agentops.ai · checked Aug 1, 2026 | open-sourced the dataset we use internally to keep pricing accurate across providers. “We have open-sourced the dataset we use internally to keep pricing accurate across providers.”portkey.ai · checked Aug 5, 2026 |
Impact
| Field | AgentOps | Portkey |
|---|---|---|
| User base· | “4,000+ Powering thousands of engineers building reliable agents”www.agentops.ai · checked Aug 1, 2026 | |
| Deployment scale· | “Powering thousands of engineers building reliable agents”www.agentops.ai · checked Aug 1, 2026 | |
| Target sectors· | “Deploying your agents to production? We're here to help.”www.agentops.ai · checked Aug 1, 2026 | |
| High-risk domains· | no public information www.agentops.ai · checked Aug 1, 2026 |
Disclosed by neither
Both AgentOps and Portkey publish nothing on these 21 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 21 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Supported regions
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- Evaluation coverage
- Regulatory status
Questions
- How do AgentOps and Portkey compare on deployment options?
- AgentOps: no public information disclosed. Portkey: hybrid, the gateway in our network with the control plane SaaS..
- How do AgentOps and Portkey compare on integrations?
- AgentOps: no public information disclosed. Portkey: Microsoft Azure, MongoDB, Github, Docker, Auth0, Figma, Cloudflare.
- How do AgentOps and Portkey compare on protocols supported?
- AgentOps: no public information disclosed. Portkey: MCP.
- How do AgentOps and Portkey compare on open source?
- AgentOps: no public information disclosed. Portkey: open-sourced the dataset we use internally to keep pricing accurate across providers..
- How do AgentOps and Portkey compare on client types?
- AgentOps: no public information disclosed. Portkey: Fortune 500s & Startups.