Comparison

Braintrust vs Traceloop

On the evidence we track, Traceloop leads this comparison with a composite score of 69/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Braintrust full profile →Traceloop full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

Braintrust58

★Traceloop69

Attribute comparison across 2 tools
Attribute	Braintrust	TraceloopLeader
Vioscale score	58 / 100low · 32%updating	69 / 100medium · 54%updating
Pricing
Free tierpricing.free_tier	-	✓
Modelpricing.model	-	freemium
Price levelpricing.price_level	-	low
Transparentpricing.transparent	-	✓
Integrations
Countintegrations.count	3	20
Security
Gdprsecurity.gdpr	✓	✓
Hipaasecurity.hipaa	✓	✓
Pcisecurity.pci	✓	-
Soc2security.soc2	✓	✓
Reliability
Status pagereliability.status_page	✓	-
Market
Availabilitymarket.availability	-	Available worldwide

Score

Vioscale score

Braintrust58 / 100low · 32%updating

Traceloop69 / 100medium · 54%updating

Pricing

Free tier

Braintrust–

Traceloop✓

Model

Braintrust–

Traceloopfreemium

Price level

Braintrust–

Tracelooplow

Transparent

Braintrust–

Traceloop✓

Integrations

Count

Braintrust3

Traceloop20

Security

Gdpr

Braintrust✓

Traceloop✓

Hipaa

Braintrust✓

Traceloop✓

Pci

Braintrust✓

Traceloop–

Soc2

Braintrust✓

Traceloop✓

Reliability

Status page

Braintrust✓

Traceloop–

Market

Availability

Braintrust–

TraceloopAvailable worldwide

Capabilities

Feature-by-feature on the axes that matter for llm observability. “-” means undocumented, not absent.

Capability comparison for Llm Observability
Capability	Braintrust	Traceloop
Capabilities
Architecture model	Managed cloud saas	Managed cloud saas
Token cost and latency waterfall charts	✓	✓
Opentelemetry openllmetry native export support	-	✓
Prompt playground and in dashboard replay	-	✓
Multi step agentic workflow distributed tracing	✓	✓
User feedback score API for thumbs up down tags	-	-
Pii redaction and prompt content masking	-	-
Production ab testing of system prompts	✓	✓
Automated anomaly detection for rate limits	-	-
Native integration with langchain and llamaindex	-	✓
SOC2 type ii	✓	-
Mit or apache permissive oss license	-	✓
Pricing model	-	Pay per 10k traces

Capabilities

Architecture model

BraintrustManaged cloud saas

TraceloopManaged cloud saas

Token cost and latency waterfall charts

Braintrust✓

Traceloop✓

Opentelemetry openllmetry native export support

Braintrust-

Traceloop✓

Prompt playground and in dashboard replay

Braintrust-

Traceloop✓

Multi step agentic workflow distributed tracing

Braintrust✓

Traceloop✓

User feedback score API for thumbs up down tags

Braintrust-

Traceloop-

Pii redaction and prompt content masking

Braintrust-

Traceloop-

Production ab testing of system prompts

Braintrust✓

Traceloop✓

Automated anomaly detection for rate limits

Braintrust-

Traceloop-

Native integration with langchain and llamaindex

Braintrust-

Traceloop✓

SOC2 type ii

Braintrust✓

Traceloop-

Mit or apache permissive oss license

Braintrust-

Traceloop✓

Pricing model

Braintrust-

TraceloopPay per 10k traces

What each one is

The product in its own terms, so the numbers below have context.

Braintrust

A platform for tracking AI agent performance at runtime, automatically discovering quality issues and behavioral patterns. Teams can run experiments, set quality expectations, and continuously improve agents through real-time trace inspection, evaluation scoring, and automated prompt optimization.

Independently observed

Traceloop

Leader

Traceloop provides automatic tracing and monitoring for LLM applications, offering built-in quality metrics, real-time production monitoring, and automated evaluation to help teams improve model reliability and deploy with confidence.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Braintrust

Pricing not documented yet.

Traceloop

Leader

HybridFree tier14-day trial

Free tier with up to 50K spans/month. Enterprise custom pricing. 14-day free trial.

FreeFree
- Monitoring Dashboard
- Evaluation Dashboard
- CI/CD integration
- Prompt Management
EnterpriseContact sales
- SOC 2 Compliance
- On-prem deployment option
- Dedicated slack support

as of 2026-08-25verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Braintrust	Traceloop
WebPlatforms	✓	✓
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✗	✓
On-premiseDeployment	✓	✓
HybridDeployment	✓	✗
Air-gappedDeployment	✗	✓

Platforms

Web

Braintrust✓

Traceloop✓

Deployment

Cloud / SaaS

Braintrust✓

Traceloop✓

Self-hosted

Braintrust✗

Traceloop✓

On-premise

Braintrust✓

Traceloop✓

Hybrid

Braintrust✓

Traceloop✗

Air-gapped

Braintrust✗

Traceloop✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (2)

OpenAI
Anthropic

Braintrust

3 total - 1 not shared

Google

Independently observed

Traceloop

Leader

20 total - 18 not shared

Gemini
Bedrock
Ollama
Watsonx
Cohere
Mistral AI
together.ai
Pinecone
Chroma
LangChain
LlamaIndex
CrewAI
Grafana Tempo
OpenTelemetry
Prometheus
AWS Marketplace
GCP Marketplace
Azure Marketplace

Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.