vioscaleAI
Comparison

Braintrust vs Traceloop

On the evidence we track, Traceloop leads this comparison with a composite score of 61/100. 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 →
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Braintrust55
★Traceloop61
Score
vioscaleAI score
Braintrust55 / 100low · 31%
Traceloop61 / 100medium · 72%
Pricing
Free tier
Braintrust–
Traceloop✓
Model
Braintrust–
Traceloopopen_source
Price level
Braintrust–
Traceloopfree
Transparent
Braintrust–
Traceloop✓
Integrations
Count
Braintrust3
Traceloop20
Security
Certifications
BraintrustSOC 2 Type II
Traceloop–
Gdpr
Braintrust✓
Traceloop✓
Hipaa
Braintrust✓
Traceloop✓
Pci
Braintrust✓
Traceloop–
Soc2
Braintrust✓
Traceloop✓
Reliability
Status page
Braintrust✓
Traceloop–
Market
Availability
Braintrust–
TraceloopAvailable worldwide
Content
Faq
Braintrust5 items
Traceloop6 items

Capabilities

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

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

Braintrust provides real-time observability for AI agents in production. It enables teams to inspect traces and tool calls, automatically discover patterns and issues, run experiments to evaluate quality, and continuously iterate on agent performance.

Independently observed

Traceloop

Leader

A high-performance gateway that centralizes LLM request routing and tracing across multiple providers through an OpenAI-compatible API, featuring integrated OpenTelemetry observability and optional PostgreSQL-backed dynamic configuration.

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 verify ↗

Platform & deployment

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

Platforms
Web
Braintrust✓
Traceloop✗
macOS
Braintrust✗
Traceloop✓
Windows
Braintrust✗
Traceloop✓
Linux
Braintrust✗
Traceloop✓
Deployment
Cloud / SaaS
Braintrust✓
Traceloop✓
Self-hosted
Braintrust✗
Traceloop✓
On-premise
Braintrust✗
Traceloop✓
Hybrid
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
35 total - 33 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
  • Qdrant
  • Weaviate
  • Datadog
  • Honeycomb
  • Google Cloud
  • AWS
  • +9 more
Independently observed
Still deciding?

Braintrust or Traceloop: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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