AI Dispatch
vendor · Observability

Fiddler AI vs KeywordsAI

45 fields both were evaluated on, 25 of them different — including where one discloses something the other does not. Every value links to the document it came from.

Assurance

FieldFiddler AIKeywordsAI
Insurance available
Insurance carriers
Coverage limits
Indemnification
Liability cap
Audit trail·
Every enforcement decision is recorded with who triggered it and what happened, giving you audit evidence ready for GRC standards and AI regulations.
Auditable Governance Every enforcement decision is recorded with who triggered it and what happened, giving you audit evidence ready for GRC standards and AI regulations.
www.fiddler.ai · checked Aug 6, 2026
Every LLM call, tool run, retrieval, and agent turn becomes a span in one trace
Every LLM call, tool run, retrieval, and agent turn becomes a span in one trace
www.keywordsai.co · checked Aug 1, 2026
Tamper-evident log
Explainability·
See every action, token, and dollar by user and team for fleet-wide intelligence
See the performance of all your agents in a single pane of glass. See every action, token, and dollar by user and team for fleet-wide intelligence
www.fiddler.ai · checked Aug 6, 2026
Any span, down to the last field Model, latency, cost, tokens, and the exact input and output sit on every span
Any span, down to the last field Model, latency, cost, tokens, and the exact input and output sit on every span
www.keywordsai.co · checked Aug 1, 2026
Runtime governance·
Detects and redacts PII, PHI, and secrets on the same request: before a prompt reaches the model, and before a response reaches the developer.
The Only Inline Enforcement At The Agent’s Request And Response Path Detects and redacts PII, PHI, and secrets on the same request: before a prompt reaches the model, and before a response reaches the developer.
www.fiddler.ai · checked Aug 6, 2026
Set budgets and rate limits per key, per customer, or org-wide, get warned as you near them, and block requests before spend runs away.
Set budgets and rate limits per key, per customer, or org-wide, get warned as you near them, and block requests before spend runs away.
www.keywordsai.co · checked Aug 1, 2026
Permission scopes·
Set budgets and rate limits per key, per customer, or org-wide
Set budgets and rate limits per key, per customer, or org-wide
www.keywordsai.co · checked Aug 1, 2026
Compliance certifications
Regulatory alignment·
audit evidence ready for GRC standards and AI regulations
Auditable Governance Every enforcement decision is recorded with who triggered it and what happened, giving you audit evidence ready for GRC standards and AI regulations.
www.fiddler.ai · checked Aug 6, 2026
Operated under GDPR, the world's strictest standard for data privacy.
Operated under GDPR, the world's strictest standard for data privacy.
www.keywordsai.co · checked Aug 1, 2026
Outcome-based pricing
Settlement mechanism
Dispute process
SLA terms·
99.99% with fallbacks
99.99% with fallbacks
www.keywordsai.co · checked Aug 1, 2026
Evaluation coverage·
Forrester, The Agentic Control Plane Solutions Landscape, Q2 2026; Forrester, The Responsible AI Solutions Landscape, Q2 2026; Gartner, Market Guide for AI Evaluation and Observability Platforms, February 2026; IDC ProductScape: Worldwide Generative AI Governance Platforms, 2025
Fiddler AI Named in: Forrester, The Agentic Control Plane Solutions Landscape, Q2 2026 Forrester, The Responsible AI Solutions Landscape, Q2 2026 Gartner, Market Guide for AI Evaluation and Observability Platforms, February 2026 IDC ProductScape: Worldwide Generative AI Governance Platforms, 2025
www.fiddler.ai · checked Aug 6, 2026
Score every output against the bar you set, so you know it holds up on a test set and in production
Score every output against the bar you set, so you know it holds up on a test set and in production
www.keywordsai.co · checked Aug 1, 2026
Service type·
Observability & Security
Fiddler AI: AI Control Plane for Enterprise Agents | Observability & Security
www.fiddler.ai · checked Aug 6, 2026
Regulatory status
Underwriting backing
Client types·
software and AI engineers, data scientists, platform and DevOps teams, and security and compliance teams
Who uses Fiddler AI? Fiddler AI is used by organizations deploying agents across all industries, as well as highly regulated industries like financial services , healthcare , insurance , and government . Within these organizations, the typical users are software and AI engineers, data scientists, platform and DevOps teams, and security and compliance teams responsible for keeping agents and predictive models accurate, safe, and compliant across their lifecycle.
www.fiddler.ai · checked Aug 6, 2026
world-class founders, engineers, and product teams
Loved by world-class founders, engineers, and product teams.
www.keywordsai.co · checked Aug 1, 2026

Safety

FieldFiddler AIKeywordsAI
Safety evaluations
Red teaming
Safety policy
Usage restrictions
Model or system card
Incident reporting
Third-party evaluations·
Forrester, The Agentic Control Plane Solutions Landscape, Q2 2026; Forrester, The Responsible AI Solutions Landscape, Q2 2026; Gartner, Market Guide for AI Evaluation and Observability Platforms, February 2026; IDC ProductScape: Worldwide Generative AI Governance Platforms, 2025
Fiddler AI Named in: Forrester, The Agentic Control Plane Solutions Landscape, Q2 2026 Forrester, The Responsible AI Solutions Landscape, Q2 2026 Gartner, Market Guide for AI Evaluation and Observability Platforms, February 2026 IDC ProductScape: Worldwide Generative AI Governance Platforms, 2025
www.fiddler.ai · checked Aug 6, 2026
Data handling·
Zero Data leaving your network
Zero Data leaving your network
www.fiddler.ai · checked Aug 6, 2026

Practicality

FieldFiddler AIKeywordsAI
Pricing model·
usage-based at $0.002 per trace
We offer three plans, and we work with customers to find the right fit based on their specific use cases and needs, rather than a one-size-fits-all package. The Free plan includes real-time guardrails powered by Fiddler Centor Models at under 80ms latency , protecting against hallucinations, toxicity, PII/PHI, prompt injection, and jailbreak attempts. The Developer plan is usage-based at $0.002 per trace and adds unified observability for agentic and predictive systems, custom evaluators, and SSO. The Enterprise plan adds enterprise-grade guardrails, flexible deployment (SaaS, VPC, or on-premises), infrastructure scalability, and white-glove support with a named Customer Success Manager and customized onboarding.
www.fiddler.ai · checked Aug 6, 2026
Start for free
Start for free
www.keywordsai.co · checked Aug 1, 2026
Price point·
$0.002 per trace
The Developer plan is usage-based at $0.002 per trace
www.fiddler.ai · checked Aug 6, 2026
Start for free
Start for free
www.keywordsai.co · checked Aug 1, 2026
Availability·
Free plan, Developer plan, Enterprise plan
We offer three plans, and we work with customers to find the right fit based on their specific use cases and needs, rather than a one-size-fits-all package. The Free plan includes real-time guardrails powered by Fiddler Centor Models at under 80ms latency , protecting against hallucinations, toxicity, PII/PHI, prompt injection, and jailbreak attempts. The Developer plan is usage-based at $0.002 per trace and adds unified observability for agentic and predictive systems, custom evaluators, and SSO. The Enterprise plan adds enterprise-grade guardrails, flexible deployment (SaaS, VPC, or on-premises), infrastructure scalability, and white-glove support with a named Customer Success Manager and customized onboarding.
www.fiddler.ai · checked Aug 6, 2026
Start for free
Start for free
www.keywordsai.co · checked Aug 1, 2026
Deployment options·
SaaS, VPC, or on-premises
The Enterprise plan adds enterprise-grade guardrails, flexible deployment (SaaS, VPC, or on-premises), infrastructure scalability, and white-glove support with a named Customer Success Manager and customized onboarding.
www.fiddler.ai · checked Aug 6, 2026
Point the SDK you already use at one endpoint
Point the SDK you already use at one endpoint
www.keywordsai.co · checked Aug 1, 2026
Integrations·
Azure OpenAI, Amazon Bedrock, LangGraph, and 100+ other providers
Fiddler is model- and cloud-agnostic, working across Azure OpenAI, Amazon Bedrock, LangGraph, and 100+ other providers
www.fiddler.ai · checked Aug 6, 2026
Works with your entire stack Use Respan with your favorite frameworks and tools.
Works with your entire stack Use Respan with your favorite frameworks and tools.
www.keywordsai.co · checked Aug 1, 2026
Supported regions·
AWS GovCloud
Built for the Enterprise and Government Security and scale in SaaS, VPC, and AWS GovCloud.
www.fiddler.ai · checked Aug 6, 2026
Operated under GDPR, the world's strictest standard for data privacy.
Operated under GDPR, the world's strictest standard for data privacy.
www.keywordsai.co · checked Aug 1, 2026
Support model·
White-glove support at every stage of your AI journey, backed by our engineering and data science expertise to align AI deployments with business outcomes.
Customer Centric White-glove support at every stage of your AI journey, backed by our engineering and data science expertise to align AI deployments with business outcomes.
www.fiddler.ai · checked Aug 6, 2026

Ecosystem

FieldFiddler AIKeywordsAI
Protocols supported·
One API for every model
One API for every model
www.keywordsai.co · checked Aug 1, 2026
API access·
Get API key
Get API key
www.keywordsai.co · checked Aug 1, 2026
Open source
Marketplace presence·
AWS Preferred Partner
AWS Preferred Partner Run Fiddler AI Observability securely within Amazon SageMaker Studio.
www.fiddler.ai · checked Aug 6, 2026

Impact

FieldFiddler AIKeywordsAI
User base·
Fortune 100 organizations
Fortune 100 organizations use Fiddler to deliver high performance agentic and predictive applications, protect from costly risks, and maximize ROI.
www.fiddler.ai · checked Aug 6, 2026
80 trillion+ tokens
The AI observability platform behind 80 trillion+ tokens.
www.keywordsai.co · checked Aug 1, 2026
Deployment scale·
Fortune 100 organizations use Fiddler to deliver high performance agentic and predictive applications, protect from costly risks, and maximize ROI.
Fortune 100 organizations use Fiddler to deliver high performance agentic and predictive applications, protect from costly risks, and maximize ROI.
www.fiddler.ai · checked Aug 6, 2026
80 trillion+ tokens
The AI observability platform behind 80 trillion+ tokens.
www.keywordsai.co · checked Aug 1, 2026
Target sectors·
financial services , healthcare , insurance , and government
Fiddler AI is used by organizations deploying agents across all industries, as well as highly regulated industries like financial services , healthcare , insurance , and government .
www.fiddler.ai · checked Aug 6, 2026
enterprise and healthcare teams
Built to meet the security and privacy standards that enterprise and healthcare teams require.
www.keywordsai.co · checked Aug 1, 2026
High-risk domains·
financial services , healthcare , insurance , and government
Fiddler AI is used by organizations deploying agents across all industries, as well as highly regulated industries like financial services , healthcare , insurance , and government .
www.fiddler.ai · checked Aug 6, 2026
enterprise and healthcare teams
Built to meet the security and privacy standards that enterprise and healthcare teams require.
www.keywordsai.co · checked Aug 1, 2026
Documented incidents