vendor · observability
Confident AI vs KeywordsAI
49 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. 24 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Confident AI | KeywordsAI |
|---|---|---|
| Audit trail· | “Trace every LLM call, analyze tool calls, and track agent performance in real time. Inspect every trace”www.confident-ai.com · checked Aug 1, 2026 | “Every LLM call, tool run, retrieval, and agent turn becomes a span in one trace”www.keywordsai.co · checked Aug 1, 2026 |
| Explainability· | “Inspect every trace Alert on degradation Latency & cost tracking”www.confident-ai.com · checked Aug 1, 2026 | “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· | “Git-based prompt versioning Manage prompts with a git-based branching workflow synced to your codebase. Teams can work in parallel, enforce merge permissions, and gate merges with eval results.”www.confident-ai.com · checked Aug 1, 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.”www.keywordsai.co · checked Aug 1, 2026 |
| Permission scopes· | “RBAC AND DATA MASKING Our flexible infrastructure allows data separation between projects, custom permissions control, and masking for LLM traces.”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | “Set budgets and rate limits per key, per customer, or org-wide”www.keywordsai.co · checked Aug 1, 2026 |
| Compliance certifications· | “HIPAA, SOCII COMPLIANT”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | ISO 27001, SOC 2, GDPR and HIPAA (with a BAA available) are self-declared on the vendor homepage; no report, auditor, certificate date or SOC 2 Type is published on the page checked. “ISO 27001 The internationally recognized standard for information security management. SOC 2 Secure, compliant management of your data across all of our systems. GDPR Operated under GDPR, the world's strictest standard for data privacy. HIPAA HIPAA compliant, with a BAA available for healthcare teams.”www.keywordsai.co · checked Aug 1, 2026 |
| Regulatory alignment· | no public information www.confident-ai.com · checked Aug 1, 2026 | “Operated under GDPR, the world's strictest standard for data privacy.”www.keywordsai.co · checked Aug 1, 2026 |
| SLA terms· | “99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Evaluation coverage· | “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 | |
| Self-reported performance· | no public information www.confident-ai.com · checked Aug 29, 2026 | Claims platform processes 80 trillion+ tokens; also reports 99.99% uptime with fallbacks vs 96.43% single-provider “The AI observability platform behind 80 trillion+ tokens.”www.keywordsai.co · checked Aug 18, 2026 |
| Service type· | Enterprise AI Evaluation & Observability Platform “Confident AI: Enterprise AI Evaluation & Observability Platform”www.confident-ai.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Client types· | 500+ LEADING AI COMPANIES “TRUSTED BY 500+ LEADING AI COMPANIES”www.confident-ai.com · checked Aug 1, 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
| Field | Confident AI | KeywordsAI |
|---|---|---|
| Safety evaluations· | “AI risk assessments In a regulated industry? Confident AI centralizes red teaming workflows so you catch risks before users do, with PDF ready assessment reports you can share with stakeholders.”www.confident-ai.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Red teaming· | no public information www.keywordsai.co · checked Aug 1, 2026 | |
| Data handling· | “All data is encrypted in transit and at rest, and we never use your data to train models.”www.confident-ai.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
Practicality
| Field | Confident AI | KeywordsAI |
|---|---|---|
| Availability· | no public information www.keywordsai.co · checked Aug 1, 2026 | |
| Deployment options· | fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure “Yes. Confident AI offers a fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure, keeping all data within your network.”www.confident-ai.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Integrations· | OpenAI, LangGraph, Opentelemetry “SDKs in Python, Typescript; 20+ integrations, including OpenAI, LangGraph, Opentelemetry, and tons of more LLM gateways.”www.confident-ai.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Supported regions· | United States of America (North Carolina) or the European Union (Frankfurt) “MULTI-DATA RESIDENCY Store and process data in the United States of America (North Carolina) or the European Union (Frankfurt).”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Support model· | “99.9% UPTIME SLA We offer enterprise-level guarantees for our services to ensure mission critical workflows are always accessible.”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | no public information www.keywordsai.co · checked Aug 1, 2026 |
Ecosystem
| Field | Confident AI | KeywordsAI |
|---|---|---|
| API access· | APIs for the entire pipeline. Every part of Confident AI is exposed as an API. “AUTOMATIONS APIs for the entire pipeline. Every part of Confident AI is exposed as an API.”www.confident-ai.com · checked Aug 1, 2026 |
Impact
| Field | Confident AI | KeywordsAI |
|---|---|---|
| User base· | 500+ LEADING AI COMPANIES “TRUSTED BY 500+ LEADING AI COMPANIES”www.confident-ai.com · checked Aug 1, 2026 | no public information www.keywordsai.co · checked Aug 1, 2026 |
| Deployment scale· | 500+ LEADING AI COMPANIES “TRUSTED BY 500+ LEADING AI COMPANIES”www.confident-ai.com · checked Aug 1, 2026 | 80 trillion+ tokens “The AI observability platform behind 80 trillion+ tokens.”www.keywordsai.co · checked Aug 1, 2026 |
| Target sectors· | industries where a perfectly functional AI is not good enough. “Purpose built for industries where a perfectly functional AI is not good enough.”www.confident-ai.com · checked Aug 1, 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· | healthcare, insurance, and financial industries. “HIPAA, SOCII COMPLIANT Our compliance standards meets the requirements of even the most regulated healthcare, insurance, and financial industries.”www.confident-ai.com · checked Aug 1, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | 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 |
| Market recognition· | no public information www.confident-ai.com · checked Aug 29, 2026 | Customer testimonial from Retell AI's CTO citing a scale-up from 5M to 500M+ monthly API calls. ““We scaled from 5M to 500M+ monthly API calls quickly. Respan gave us the debugging layer to resolve production issues 10x faster.””www.keywordsai.co · checked Aug 18, 2026 |
Disclosed by neither
Both Confident AI and KeywordsAI publish nothing on these 24 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 24 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Pricing model
- Price point
- Protocols supported
- Open source
- Marketplace presence
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Own liability cover
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Outcome-based pricing
- Settlement mechanism
- Asset custody
- Dispute process
- Regulatory status
- Underwriting backing
Questions
- How do Confident AI and KeywordsAI compare on user base?
- Confident AI: 500+ LEADING AI COMPANIES. KeywordsAI: no public information disclosed.
- How do Confident AI and KeywordsAI compare on deployment scale?
- Confident AI: 500+ LEADING AI COMPANIES. KeywordsAI: 80 trillion+ tokens.
- How do Confident AI and KeywordsAI compare on target sectors?
- Confident AI: industries where a perfectly functional AI is not good enough.. KeywordsAI: enterprise and healthcare teams.
- How do Confident AI and KeywordsAI compare on high-risk domains?
- Confident AI: healthcare, insurance, and financial industries.. KeywordsAI: enterprise and healthcare teams.
- How do Confident AI and KeywordsAI compare on market recognition?
- Confident AI: no public information disclosed. KeywordsAI: Customer testimonial from Retell AI's CTO citing a scale-up from 5M to 500M+ monthly API calls..
- How do Confident AI and KeywordsAI compare on deployment options?
- Confident AI: fully self-hosted deployment option alongside the managed cloud. You can run the entire platform in your own VPC or on-prem infrastructure. KeywordsAI: no public information disclosed.