LangSmith vs Prisma AIRS AI Gateway
LangSmith
langchain.com
Prisma AIRS AI Gateway
paloaltonetworks.comSide by side
| Figure | LangSmith | Prisma AIRS AI Gateway |
|---|---|---|
| Price from | $39/mo | — |
| Free plan | Yes | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 3 | 1 |
| Spec score · LLM Gateway Software | 9.2 (#1) | 7.2 (#30) |
| Spec score · LLM gateways | 9.3 (#2) | 6.9 (#32) |
| Deployment | Deployment provides managed or self-hosted agent servers with streaming, cron scheduling, authentication, MCP support and more than 30 API endpoints. | The gateway offers SaaS deployment hosted by Palo Alto Networks and Hybrid deployment on a customer-managed Kubernetes cluster; both are managed through Strata Cloud Manager. |
| Founded | 2023 | 2005 |
| Headquarters | San Francisco, California, United States | Santa Clara, California, United States |
| Integrations | Documented integrations cover OpenAI, Anthropic, Bedrock, Gemini, Mistral, LiteLLM, OpenTelemetry, CrewAI, Vercel AI SDK, PydanticAI, AutoGen and many other frameworks and providers. | The integration management surface covers LLM providers, MCP servers, secret references, and agent backends; listed LLM options include OpenAI, Anthropic, AWS Bedrock, Azure OpenAI, Google Gemini, and self-hosted models. |
| Purpose | LangSmith is a commercial agent engineering platform for building, testing, deploying, monitoring, and improving AI agents. | Prisma AIRS AI Gateway centralizes control, security, and observability for AI requests made by teams and applications to LLMs. |
Plans
Prisma AIRS AI Gateway
- Consumption-based AI Gateway licensingPriced on request
In their own words
LangSmith
LangSmith is a commercial agent-engineering platform for building, evaluating, deploying, monitoring, and improving AI agents. It supports offline evaluations on curated datasets and real-time scoring of production interactions. Evaluation methods include human review, heuristic checks, LLM-as-judge evaluators, pairwise comparisons, and custom Python or TypeScript evaluators. Annotation queues route runs to subject-matter experts for feedback that can calibrate evaluations, improve prompts, or augment datasets. The Playground compares prompt versions or model providers, and LangSmith chat can auto-improve prompts. Observability includes agent and retrieval tracing, token and general cost tracking, trajectory monitoring, online evaluations, and webhook or PagerDuty alerts. Traces can arrive through SDKs or an API from LangGraph, custom Python, or other stacks; SDKs are listed for Python, TypeScript, Go, and Java. Hosting ranges from cloud to hybrid and self-hosted Enterprise options. The Developer plan costs nothing, Plus costs $39 a month, and Enterprise pricing is custom.
Prisma AIRS AI Gateway
Prisma AIRS AI Gateway has no write-up on Specifiction yet; its figures are above.