Confident AI vs Middleware

See how their public offers line up before you choose your own position. Prices stay in the currency, billing schedule, and charged unit each vendor publishes.

Confident AI

See full pricing history

USD · US · source: www.confident-ai.com

Plan	Pricing	Charged by	Offer type
Free Forever — Free Forever	Free $0	Seat · Limited to 2 user seats	Standalone · Free
Starter — Starter Highlighted	USD 200 monthly $200 / month	Seat · Unlimited user seats	Standalone · Fixed
Team — Team	USD 2000 monthly $2,000 / month	Seat · Unlimited user seats	Standalone · Fixed

Middleware

See full pricing history

USD · US · source: middleware.io

Plan	Pricing	Charged by	Offer type
Pay As You Go	USD 0.3 monthly $0.30 per GB of metrics, logs and traces	Usage · per GB; additional usage meters published	Standalone · Starting at
BYOC	Contact sales Custom pricing	Flat · published offer	Standalone · Contact sales

What each plan includes

Feature names follow each vendor’s own pricing page, so verify the wording before treating them as exact equivalents.

Confident AI

Free Forever — Free Forever

Highlights Full LLM unit and regression testing suite: Included
Highlights Evals in development and CI/CD: Included
Highlights LLM tracing: Included
Highlights Prompt versioning: Included
Highlights Datasets on the cloud: Included
Highlights Community and documentation support: Included
Highlights User seats: 2

Limited
Highlights Projects: 1

Limited
Highlights Test runs per week: 5

Limited
Highlights Trace spans: 1 GB-month

Limited

Starter — Starter

Highlights Everything in Free: Included
Highlights No-code AI evaluation workflows: Included
Highlights Custom evaluation metrics: Included
Highlights Online evals and classifications on live traffic: Included
Highlights Annotation queues & workflows: Included
Highlights Chat simulations: Included
Highlights Downstream observability workflows: Included
Highlights Real-time alerting: Included
Highlights Full Project API Access: Included
Highlights User seats: Unlimited

Included
Highlights Projects: Limited to 5 projects

Limited
Highlights Trace spans included: 5 GB-months

Included
Highlights Trace spans overage: $1 per GB-month ingested or retained

Limited
Highlights Token usage pricing: ~$0.05/M input tokens and $0.40/M output tokens varies by model

Limited

Team — Team

Highlights Everything in Starter: Included
Highlights Metric & dataset versioning: Included
Highlights Git-based prompt workflows: Included
Highlights Custom RBAC: Included
Highlights SOC2: Included
Highlights SSO: Included
Highlights Dedicated support channel: Included
Highlights User seats: Unlimited

Included
Highlights Projects: Unlimited

Included
Highlights Trace spans included: 75 GB-months

Included
Highlights Trace spans overage: $1 per GB-month ingested or retained

Limited
Highlights Token usage pricing: ~$0.05/M input tokens and $0.40/M output tokens varies by model

Limited

Middleware

Pay As You Go

Plan card RUM sessions: $1 per 1,000

Limited
Plan card Synthetic checks: $1 per 5,000

Limited
Plan card Retention: 30 days

Limited

BYOC

Plan card Bring your own cloud: 0

Limited
Plan card Custom retention: 1

Limited
Plan card Support: 24x7

Limited

How their prices changed

Each dated row shows the public prices observed when that vendor’s pricing page changed.

Confident AI

August 27, 2026 Source
- Free Forever — Free Forever: Free
- Starter — Starter: USD 200 monthly
- Team — Team: USD 2000 monthly

Middleware

August 27, 2026 Source
- Pay As You Go: USD 0.3 monthly
- BYOC: Contact sales