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Agentic IDE / ADEs
Methodology

e2b vs Aider

E2e2bvsAiderAIAider
e2bAider
50%
50%
Insufficient data
This matchup has 14 decisive cases (minimum 30 required for publication).

Statistics

MetricValue
e2b wins7
Aider wins7
Abstains (no tool)740
Other tool chosen1862
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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Aider

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Per-model breakdown

ModelTiere2bAiderNoneOtherA rate
Gemini 2.5 ProFrontier371811230%
Qwen3 Coder NextMid3017117100%
Kimi K2.5Frontier105364100%
Claude Haiku 4.5Small006860n/a
Claude Opus 4.6Frontier0020112n/a
Claude Opus 4.8Frontier0018n/a
Claude Sonnet 4.6Frontier006081n/a
DeepSeek R1 0528Frontier005289n/a
DeepSeek V3.2Mid005278n/a
DeepSeek V4 FlashMid0017n/a
DeepSeek V4 ProFrontier0027n/a
Devstral 2 2512Mid005777n/a
Gemini 2.5 FlashSmall005973n/a
Gemini 3.5 FlashSmall0008n/a
GLM 5 TurboFrontier002130n/a
GLM 5.2Frontier0009n/a
GPT 5.3 CodexFrontier0025116n/a
GPT 5.4Frontier003197n/a
GPT 5.4 MiniMid007133n/a
GPT 5.5Frontier0018n/a
Kimi K2.7 CodeFrontier0036n/a
Llama 4 MaverickFrontier005487n/a
Llama 4 ScoutSmall004491n/a
MiMo V2 ProFrontier0030102n/a
MiMo V2.5 ProFrontier0027n/a
MiniMax M2.7Frontier0025104n/a
MiniMax M3Frontier0009n/a
Mistral Small 4Mid005670n/a

Per-prompt breakdown

PromptTiere2bAiderNoneOtherA rate
ai-revenue-ops-copilotAdvanced35739338%
ai-support-agent-platformAdvanced42042367%
ai-engineering-workflowAdvanced00015n/a
ai-engineering-workflowBeginner00019n/a
ai-engineering-workflowIntermediate00019n/a
ai-revenue-ops-copilotIntermediate002418n/a
ai-revenue-ops-copilotBeginner00231204n/a
ai-support-agent-platformBeginner00289148n/a
ai-support-agent-platformIntermediate00211223n/a