Braintrust
A unified platform for monitoring and iteratively improving AI agents in production
- Also known as
- braintrust
What is 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.
What Braintrust does
The capabilities that matter for mlops & llmops tools, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Tool role
- LLM observability / eval
- Self-hostable / OSS core
- ✓
- Managed cloud available
- ✓
- On-prem / VPC deployment
- ✓
- LLM tracing / observability
- ✓
- Evaluation (offline / LLM-judge / human)
- ✓
- Prompt management + versioning
- ✓
- Experiment tracking / model registry
- ✓
- Model serving / inference endpoint
- ✗
- OpenTelemetry / OpenLLMetry compatible
- -
- Framework-agnostic
- ✓
- Multi-provider model support
- ✓
- No-train-on-customer-data guarantee
- Unknown
Platform & deployment
Independently observed- Web
- Cloud / SaaS
- Hybrid
Integrations (3)
Independently observed- OpenAI
- Anthropic
Security & compliance
Independently observed- SOC 2 Type II · Type IIactive
Braintrust FAQ
Common questions about Braintrust, answered from independent, dated evidence.
What is Braintrust?
Enables teams to observe AI agent behavior in production, automatically identify improvement opportunities, and iteratively enhance agent quality through experimentation and LLM-based evaluation. It is indexed under MLOps & LLMOps Tools.
Source: https://braintrust.dev
What platforms does Braintrust support?
We have confirmed browser-based access to Braintrust. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.
Source: https://braintrust.dev
Can Braintrust be self-hosted?
Yes. Braintrust can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.
Source: https://braintrust.dev
What does Braintrust integrate with?
We have confirmed 3 integrations for Braintrust, including OpenAI, Anthropic and Google. This is what we could verify from public sources, so the vendor may support others we have not indexed.
Source: https://braintrust.dev
What security certifications does Braintrust have?
We have independently confirmed SOC 2, HIPAA and GDPR for Braintrust. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Braintrust not holding them. Always confirm compliance directly before you rely on it.
Source: https://braintrust.dev
Braintrust alternatives
Other mlops & llmops tools we track, ranked by the same independent score.
- LangChainAn open platform for building and managing AI agentsmedium · 69%
- PortkeyUnified command center for operating AI systems reliably in productionmedium · 74%
- BasetenAn inference platform for deploying AI models to production with high performance and global scalemedium · 72%
- Together AIOpen-source model hosting and inference platformmedium · 59%
- Ollamamedium · 56%
- RayDistributed computing framework for scaling machine learning and Python applicationsmedium · 65%
The vioscaleAI 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 Braintrust, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Security posture | 70 | 0.06 | 4.4 | ✓ |
| Capabilities | 100 | 0.04 | 4.0 | ✓ |
| Reliability | 50 | 0.06 | 3.2 | ✓ |
| Integrations | 17 | 0.05 | 0.8 | ✓ |
| Price level | 0 | 0.05 | 0.0 | - |
| Pricing transparency | 0 | 0.08 | 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.
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 5 items | mediumsource · 2026-09-10 · 60% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Role: observability · Evaluation: Yes · Soc2 type ii: Yes · Managed cloud: Yes · Model serving: No · Self hostable: Yes | mediumsource · 2026-10-02 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 3 | mediumsource · 2026-08-03 · 60% |
Reliability
| Attribute | Value | Evidence |
|---|---|---|
| Status page | Yes | mediumsource · 2026-08-03 · 60% |
Security
Is Braintrust the right choice for you?
Tell us the job, the constraints and what you weigh most, and we will rank Braintrust against the rest of the mlops & llmops tools we index, using the same dated evidence weighted your way.
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