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Agentic IDE / ADEs
Methodology

e2b vs AutoGen

E2e2bvsAUAutoGen
e2bAutoGen
50%
50%
Insufficient data
This matchup has 14 decisive cases (minimum 30 required for publication).

Statistics

MetricValue
e2b wins7
AutoGen wins7
Abstains (no tool)875
Other tool chosen2631
Decisive cases14
e2b win rate (unweighted)50.0%
95% CI26.8% - 73.2%
e2b win rate (weighted)50.0%

Comments

e2b

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AutoGen

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Per-model breakdown

ModelTiere2bAutoGenNoneOtherA rate
Qwen3 Coder NextMid352115738%
Gemini 2.5 ProFrontier3021160100%
Kimi K2.5Frontier105062100%
Llama 4 ScoutSmall01511220%
MiniMax M2.7Frontier0123990%
Claude Haiku 4.5Small008293n/a
Claude Opus 4.6Frontier0019107n/a
Claude Opus 4.8Frontier00954n/a
Claude Sonnet 4.6Frontier0074115n/a
DeepSeek R1 0528Frontier0066119n/a
DeepSeek V3.2Mid005074n/a
DeepSeek V4 FlashMid001446n/a
DeepSeek V4 ProFrontier001152n/a
Devstral 2 2512Mid0063101n/a
Gemini 2.5 FlashSmall005670n/a
Gemini 3.5 FlashSmall001046n/a
GLM 5 TurboFrontier002124n/a
GLM 5.2Frontier00063n/a
GPT 5.3 CodexFrontier0026159n/a
GPT 5.4Frontier003092n/a
GPT 5.4 MiniMid007180n/a
GPT 5.5Frontier00360n/a
Kimi K2.7 CodeFrontier00656n/a
Llama 4 MaverickFrontier0066121n/a
MiMo V2 ProFrontier002997n/a
MiMo V2.5 ProFrontier001350n/a
MiniMax M3Frontier00459n/a
Mistral Small 4Mid006993n/a

Per-prompt breakdown

PromptTiere2bAutoGenNoneOtherA rate
ai-revenue-ops-copilotBeginner062802470%
ai-support-agent-platformAdvanced41151580%
ai-revenue-ops-copilotAdvanced307494100%
ai-engineering-workflowAdvanced000110n/a
ai-engineering-workflowBeginner000133n/a
ai-engineering-workflowIntermediate000132n/a
ai-revenue-ops-copilotIntermediate002516n/a
ai-support-agent-platformBeginner00336200n/a
ai-support-agent-platformIntermediate00249284n/a