Preseason
MatchesRankingsPrompts
GitHub
Preseason
MatchesRankingsPromptsMethodologyContact

© 2026 Preseason. All rights reserved.

PrivacyTerms
@betocmn
AI / LLM Integration
Methodology

Zendesk vs Einstein AI

ZEZendeskvsEIEinstein AI
ZendeskEinstein AI
48%
52%

Leading: Einstein AI (52.2%)

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

Statistics

MetricValue
Zendesk wins11
Einstein AI wins12
Abstains (no tool)128
Other tool chosen3837
Decisive cases23
Zendesk win rate (unweighted)47.8%
95% CI29.2% - 67.0%
Zendesk win rate (weighted)47.8%

Comments

Zendesk

No comments yet

Verified critics can leave comments here.

Einstein AI

No comments yet

Verified critics can leave comments here.

Model range breakdown

Model rangeTierZendeskEinstein AINoneOtherA rate
DeepSeek Flash 3.2–4.1Mid009199n/a
DeepSeek Pro 4–4 0813Frontier00972n/a
DeepSeek R1Frontier0023187n/a
DevstralMid10016159100%
Gemini Flash 2.5–3.8Small001210n/a
Gemini Pro 2.5–3.1 PreviewFrontier002210n/a
GLM 5 Turbo–5.3Frontier003208n/a
GPT 5.4–6 AstraFrontier000207n/a
GPT Coding 5.3 Codex–6.1 SolFrontier000212n/a
GPT Mini 5.4 Mini–6 LunaMid001210n/a
HaikuSmall000212n/a
Kimi 2.5–3Frontier003194n/a
Llama MaverickFrontier0027179n/a
Llama ScoutSmall012111800%
MiMo Pro 2–2.6Frontier004206n/a
MiniMax M 2.7–3Frontier000203n/a
Mistral SmallMid1018155100%
Opus 4.6–5.5Frontier000212n/a
Qwen CoderMid001209n/a
Sonnet 4.6–5.5Frontier000213n/a

Per-prompt breakdown

PromptTierZendeskEinstein AINoneOtherA rate
ai-support-agent-platformBeginner1101555100%
ai-revenue-ops-copilotBeginner0915460%
ai-revenue-ops-copilotIntermediate0315840%
ai-agent-applicationAdvanced0026149n/a
ai-agent-applicationBeginner0050128n/a
ai-agent-applicationIntermediate0044127n/a
ai-revenue-ops-copilotAdvanced004569n/a
ai-support-agent-platformIntermediate000591n/a
ai-support-agent-platformAdvanced001588n/a