LLM Evals

UpTrain vs Datadog

UpTrainDatadog

52%

48%

Leading: UpTrain (52.2%)

Insufficient data

This matchup has 23 decisive cases (minimum 30 required for publication).

Verified critics can leave comments here.

Verified critics can leave comments here.

Model range	Tier	UpTrain	Datadog	None	Other	A rate
DeepSeek Flash 3.2–4.1	Mid	7	1	26	202	88%
DeepSeek Pro 4–4 0813	Frontier	0	0	2	106	n/a
DeepSeek R1	Frontier	0	0	12	228	n/a
Devstral	Mid	0	0	19	182	n/a
Gemini Flash 2.5–3.8	Small	0	10	12	213	0%
Gemini Pro 2.5–3.1 Preview	Frontier	5	0	17	216	100%
GLM 5 Turbo–5.3	Frontier	0	0	19	221	n/a
GPT 5.4–6 Astra	Frontier	0	0	5	235	n/a
GPT Coding 5.3 Codex–6.1 Sol	Frontier	0	0	2	238	n/a
GPT Mini 5.4 Mini–6 Luna	Mid	0	0	9	228	n/a
Haiku	Small	0	0	4	227	n/a
Kimi 2.5–3	Frontier	0	0	5	221	n/a
Llama Maverick	Frontier	0	0	18	213	n/a
Llama Scout	Small	0	0	29	185	n/a
MiMo Pro 2–2.6	Frontier	0	0	17	222	n/a
MiniMax M 2.7–3	Frontier	0	0	12	224	n/a
Mistral Small	Mid	0	0	5	221	n/a
Opus 4.6–5.5	Frontier	0	0	9	230	n/a
Qwen Coder	Mid	0	0	4	227	n/a
Sonnet 4.6–5.5	Frontier	0	0	11	229	n/a

Prompt	Tier	UpTrain	Datadog	None	Other	A rate
ai-support-agent-platform	Advanced	4	9	5	569	31%
ai-revenue-ops-copilot	Beginner	3	1	13	567	75%
ai-support-agent-platform	Beginner	3	0	80	501	100%
ai-agent-application	Advanced	1	0	0	172	100%
ai-engineering-workflow	Beginner	1	0	82	89	100%
ai-support-agent-platform	Intermediate	0	1	6	573	0%
ai-agent-application	Beginner	0	0	40	138	n/a
ai-agent-application	Intermediate	0	0	1	174	n/a
ai-engineering-workflow	Advanced	0	0	1	167	n/a
ai-engineering-workflow	Intermediate	0	0	1	172	n/a
ai-revenue-ops-copilot	Intermediate	0	0	5	575	n/a
ai-revenue-ops-copilot	Advanced	0	0	3	571	n/a