Traceloop
Continuous evaluation and monitoring platform for LLM applications that catches quality issues before production
- Also known as
- traceloop
Available worldwide
What is Traceloop?
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.
Traceloop pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
Free tier with up to 50K spans/month. Enterprise custom pricing. 14-day free trial.
Free
Free- seats
- 5
- spans
- 50k/mo
- data_retention
- 24 hours
- Monitoring Dashboard
- Evaluation Dashboard
- CI/CD integration
- Prompt Management
Enterprise
Contact sales- SOC 2 Compliance
- On-prem deployment option
- Dedicated slack support
What Traceloop does
The capabilities that matter for llm observability, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Architecture model
- 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
Platform & deployment
Independently observed- Web
- Cloud / SaaS
- On-premise
- Air-gapped
- Self-hosted
Integrations (20)
Independently observed- OpenAI
- Anthropic
- Gemini
- Bedrock
- Ollama
- Watsonx
- Cohere
- Mistral AI
- together.ai
- Pinecone
- Chroma
- LangChain
- LlamaIndex
- CrewAI
- Grafana Tempo
- OpenTelemetry
- Prometheus
- AWS Marketplace
- GCP Marketplace
- Azure Marketplace
Traceloop alternatives
Other llm observability we track, ranked by the same independent score.
- LunaryMonitor and optimize AI applications in productionhigh · 75%
- Weights & Biases WeaveMonitor and analyze AI agents and multi-turn systems in production environmentslow · 9%
- AgentOpsPlatform for monitoring, debugging, and deploying production-ready AI agentsmedium · 55%
- Arize Phoenixlow · 18%
- OpikMonitoring and evaluation tools for AI agent applicationslow · 36%
Compare Traceloop
Side by side against other llm observability, attribute by attribute, with a source on every value.
The Vioscale score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Traceloop, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Pricing transparency | 80 | 0.08 | 6.7 | ✓ |
| Price level | 80 | 0.05 | 4.2 | ✓ |
| Capabilities | 87 | 0.05 | 4.2 | ✓ |
| Security posture | 55 | 0.07 | 4.0 | ✓ |
| Integrations | 38 | 0.04 | 1.5 | ✓ |
| Reliability | 0 | 0.07 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Pricing model: pay_per_10k_traces · Architecture model: managed_cloud_saas · Mit or apache permissive oss license: Yes · Production ab testing of system prompts: Yes · Token cost and latency waterfall charts: Yes · Prompt playground and in dashboard replay: Yes | mediumsource · 2026-08-25 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 20 | mediumsource · 2026-08-25 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-25 · 75% |