Guild

Name: Guild
Brand: Guild

AI Native

Guild is a control plane for AI agents that centralizes building, deployment, governance, and sharing of agents while providing scoped credential management, audit trails, and centralized cost visibility.

Est 2025|Raised $14M|4 Ref Customers

LinkedIn 743|Web traffic 2K|FTEs 17

MarketsLLM Observability MCP Gateway

01Competitive Landscape

Narrative analysis

- Where Guild appears differentiated - Identity/credentials governance is central to the product story (keys not exposed to agent code; scoped per endpoint) and “Agent Hub” for discoverability/forking. - Where alternatives can excel - LangSmith and similar tools are often chosen first for tracing/evals because they are tightly integrated with developer workflows and established debugging patterns. - Gateways like Portkey focus on routing, policy, logging, and cost tracking at the API layer; they may be easier to adopt if you already have a proxy pattern. - Fiddler positions around observability/security across many AI system types (not only agents), which can matter if the org needs one platform across ML + LLM apps. - Pricing comparison: value proposition vs alternatives - Guild’s lower-entry published pricing could reduce barriers to trial. - However, total cost depends heavily on agent run volume and model usage; observability stacks also tend to become expensive at scale. - Customer testimonials comparing this product to competitors - No direct, independent “we chose Guild over X” comparisons found in accessible sources. - Market share and adoption trends - No reliable market-share metrics found. - The category itself is new and definitions vary (control plane vs gateway vs observability vs agent security).

	Guild (guild.ai)	LangSmith (LangChain)	Fiddler AI
Starting Price	Published free and individual plan options; published team pricing referenced but specific figures redacted	Public pricing page exists; appears usage-based/retention-based, but specific entry pricing varies by plan	Pricing page exists but is largely contact/sales oriented; details not consistently transparent
Best For	Orgs wanting centralized agent governance: scoped credentials, audit trails, cost visibility, agent hub/distribution	Teams building on LangChain/LangGraph needing tracing, evals, debugging	Enterprises needing broad AI observability/security for ML + LLM + agentic systems
Key Strength	Governance framing: identity/credentials per agent, endpoint-level permissions, “hub” concept for sharing	Deep ecosystem fit with LangChain; mature tracing/evaluation patterns	Strong positioning in enterprise observability/security; broader ML/LLM monitoring coverage
Key Weakness	Limited independent reviews; compliance/security posture not fully documented publicly; early-stage product maturity risk	Best fit if you’re in LangChain ecosystem; may not be “governance/control plane” in the credential/identity sense	Pricing transparency; may skew toward monitoring vs full lifecycle governance depending on deployment

01Competitive Landscape

Narrative analysis

Where Guild appears differentiated
- Identity/credentials governance is central to the product story (keys not exposed to agent code; scoped per endpoint) and “Agent Hub” for discoverability/forking.
Where alternatives can excel
- LangSmith and similar tools are often chosen first for tracing/evals because they are tightly integrated with developer workflows and established debugging patterns.
- Gateways like Portkey focus on routing, policy, logging, and cost tracking at the API layer; they may be easier to adopt if you already have a proxy pattern.
- Fiddler positions around observability/security across many AI system types (not only agents), which can matter if the org needs one platform across ML + LLM apps.
Pricing comparison: value proposition vs alternatives
- Guild’s lower-entry published pricing could reduce barriers to trial.
- However, total cost depends heavily on agent run volume and model usage; observability stacks also tend to become expensive at scale.
Customer testimonials comparing this product to competitors
- No direct, independent “we chose Guild over X” comparisons found in accessible sources.
Market share and adoption trends
- No reliable market-share metrics found.
- The category itself is new and definitions vary (control plane vs gateway vs observability vs agent security).

	Guild (guild.ai)	LangSmith (LangChain)	Fiddler AI
Starting Price	Published free and individual plan options; published team pricing referenced but specific figures redacted	Public pricing page exists; appears usage-based/retention-based, but specific entry pricing varies by plan	Pricing page exists but is largely contact/sales oriented; details not consistently transparent
Best For	Orgs wanting centralized agent governance: scoped credentials, audit trails, cost visibility, agent hub/distribution	Teams building on LangChain/LangGraph needing tracing, evals, debugging	Enterprises needing broad AI observability/security for ML + LLM + agentic systems
Key Strength	Governance framing: identity/credentials per agent, endpoint-level permissions, “hub” concept for sharing	Deep ecosystem fit with LangChain; mature tracing/evaluation patterns	Strong positioning in enterprise observability/security; broader ML/LLM monitoring coverage
Key Weakness	Limited independent reviews; compliance/security posture not fully documented publicly; early-stage product maturity risk	Best fit if you’re in LangChain ecosystem; may not be “governance/control plane” in the credential/identity sense	Pricing transparency; may skew toward monitoring vs full lifecycle governance depending on deployment