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LLM Observability
Methodology

Braintrust vs OpenTelemetry

BraintrustBRBraintrustvsOpenTelemetryOPOpenTelemetry
BraintrustOpenTelemetry
44%
56%

Leading: OpenTelemetry (55.6%)

Insufficient data
This matchup has 27 decisive cases (minimum 30 required for publication).

Statistics

MetricValue
Braintrust wins12
OpenTelemetry wins15
Abstains (no tool)129
Other tool chosen3849
Decisive cases27
Braintrust win rate (unweighted)44.4%
95% CI27.6% - 62.7%
Braintrust win rate (weighted)44.4%

Comments

Braintrust

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OpenTelemetry

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Per-model breakdown

ModelTierBraintrustOpenTelemetryNoneOtherA rate
Llama 4 ScoutSmall014291550%
Claude Haiku 4.5Small1203191100%
Mistral Small 4Mid0132010%
Claude Opus 4.6Frontier000126n/a
Claude Opus 4.8Frontier00777n/a
Claude Sonnet 4.6Frontier007203n/a
DeepSeek R1 0528Frontier002208n/a
DeepSeek V3.2Mid000126n/a
DeepSeek V4 FlashMid00479n/a
DeepSeek V4 ProFrontier00183n/a
Devstral 2 2512Mid0025155n/a
Gemini 2.5 FlashSmall001125n/a
Gemini 2.5 ProFrontier006204n/a
Gemini 3.5 FlashSmall00183n/a
GLM 5 TurboFrontier000126n/a
GLM 5.2Frontier00084n/a
GPT 5.3 CodexFrontier000210n/a
GPT 5.4Frontier000126n/a
GPT 5.4 MiniMid005205n/a
GPT 5.5Frontier00381n/a
Kimi K2.5Frontier004110n/a
Kimi K2.7 CodeFrontier00083n/a
Llama 4 MaverickFrontier0014195n/a
MiMo V2 ProFrontier002124n/a
MiMo V2.5 ProFrontier00678n/a
MiniMax M2.7Frontier003121n/a
MiniMax M3Frontier00183n/a
Qwen3 Coder NextMid002207n/a

Per-prompt breakdown

PromptTierBraintrustOpenTelemetryNoneOtherA rate
ai-revenue-ops-copilotBeginner1233049180%
ai-support-agent-platformAdvanced0615260%
ai-agent-applicationAdvanced0401320%
ai-engineering-workflowAdvanced0101340%
ai-revenue-ops-copilotAdvanced0125240%
ai-agent-applicationBeginner0021117n/a
ai-agent-applicationIntermediate001136n/a
ai-engineering-workflowBeginner005583n/a
ai-engineering-workflowIntermediate000137n/a
ai-revenue-ops-copilotIntermediate001521n/a
ai-support-agent-platformBeginner0017514n/a
ai-support-agent-platformIntermediate001534n/a