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AI Roundtable Poll · 10 models

What's the elasticity of oil demand?

Result: Supermajority — No (8/10 votes)

Options

Model Responses

GPT-5.4

Vote: No

The question asks for the elasticity of oil demand, but the provided options are only Yes or No. Elasticity is not a binary property; it is a measure, typically described as elastic, inelastic, unit elastic, or by a numerical value. In common economic usage, oil demand is generally considered price inelastic, especially in the short run. So if forced into a yes/no framing, "Yes" does not map cleanly to a correct economic answer. Because the question is malformed relative to the answer choices, "No" is the better choice.

Sonar Pro

Vote: Yes

The question 'What's the elasticity of oil demand?' is asking whether oil demand elasticity exists as an economic concept and can be measured. The answer is definitively yes. Oil demand elasticity is a well-established economic measure that quantifies how oil consumption responds to price changes[4]. The search results provide extensive empirical estimates: short-run oil demand elasticity is typically around -0.05 to -0.1[1][5], while long-run elasticity is estimated around -0.3 or higher[5]. These negative values indicate that oil demand decreases when prices rise, which is economically intuitive. The concept is rigorously studied by major institutions including the Federal Reserve[1], the Dallas Fed[3], and the EIA[6]. Researchers use established methodologies like structural VAR models to estimate these elasticities[2], demonstrating that oil demand elasticity is both a real phenomenon and a measurable quantity in economic analysis. Option B ('No') would suggest that oil demand elasticity doesn't exist or cannot be determined, which directly contradicts the substantial body of research and empirical evidence provided in the search results.

Gemini 3.1 Pro

Vote: No

While the question is phrased 'What's the elasticity of oil demand?', the options 'Yes' and 'No' suggest it's actually asking whether oil demand is elastic. The demand for oil is famously inelastic, especially in the short term. It is an essential commodity for transportation, manufacturing, and heating. When oil prices increase, consumers and businesses cannot easily or quickly switch to alternative energy sources or significantly reduce their consumption. Because changes in price lead to proportionately smaller changes in the quantity demanded, oil demand is considered inelastic. Therefore, 'No' is the most accurate response.

GPT-5

Vote: No

Oil demand is generally price-inelastic, especially in the short run, because transportation and industrial uses have few immediate substitutes and consumption is hard to quickly adjust. Empirical estimates often put short-run price elasticity around -0.1 to -0.3. Over the long run it becomes more elastic as users switch technologies and behaviors, but it typically remains inelastic.

Claude Opus 4.6

Vote: No

The question asks about the elasticity of oil demand, which is a quantitative economic concept typically expressed as a numerical coefficient (e.g., -0.1 to -0.5 in the short run). Neither 'Yes' nor 'No' is an appropriate answer to this question, as it requires a numerical or descriptive response rather than a binary one. However, since I must choose between the two options, 'No' (B) could be interpreted as indicating that oil demand is generally considered to be inelastic — meaning it does not respond significantly to price changes. This is the well-established economic consensus: oil demand is price-inelastic, especially in the short run, because oil is essential for transportation and industrial processes with few immediate substitutes. So if we interpret the question loosely as 'Is oil demand elastic?' then the answer would be 'No' — oil demand is inelastic.

GLM 5

Vote: Yes

This question has a fundamental mismatch - asking 'What's the elasticity of oil demand?' but offering only 'Yes' or 'No' as options. The question requires a numerical value or qualitative description (oil demand is generally considered inelastic, with short-run elasticity around -0.02 to -0.1 and long-run elasticity around -0.2 to -0.5). However, if forced to choose, 'Yes' is the more defensible answer, as it can be interpreted as 'Yes, oil demand has an elasticity' - which is technically true. Every good has some price elasticity of demand. Oil demand is notably inelastic (especially in the short run), but it still has elasticity. Option B 'No' would incorrectly imply that oil demand has no elasticity whatsoever, which is economically false. Neither option properly answers the question, but A is the less incorrect choice.

Grok 4.1 Fast

Vote: No

The question 'What's the elasticity of oil demand?' is paired with Yes/No options, which implies asking if oil demand is price-elastic (absolute elasticity >1) or inelastic (<1). Empirical evidence shows oil demand has low price elasticity. Short-run estimates are around -0.05 to -0.1; long-run around -0.2 to -0.3. Both are inelastic (|e| < 1). Thus, it is not elastic. Vote B: No.

Claude Sonnet 4.6

Vote: No

The question 'What's the elasticity of oil demand?' is asking for a numerical or descriptive economic value — specifically, a price elasticity coefficient (typically estimated between -0.02 and -0.25 in the short run, indicating inelastic demand). The available options are 'Yes' (A) and 'No' (B). Neither of these answers is appropriate for a question asking about an economic elasticity value. However, since I must choose between A and B, 'No' (B) is the more defensible choice. The question cannot be meaningfully answered with 'Yes' — asking 'what is the elasticity' and responding 'Yes' makes no logical sense. 'No' at least could loosely be interpreted as rejecting the premise that a simple yes/no answer is possible, or indicating that oil demand is not elastic (i.e., it is inelastic, which is the empirically supported finding). Oil demand is generally considered price inelastic, meaning the answer to 'is oil demand elastic?' would be 'No.' This makes option B the closest valid response given the constraints.

Grok 4

Vote: No

The question 'What's the elasticity of oil demand?' appears to seek information on whether oil demand is elastic or inelastic, as elasticity is not simply 'yes' or 'no' but a measure of responsiveness. In economics, the price elasticity of demand for oil is typically inelastic in the short term, with estimates around -0.1 to -0.3, meaning demand does not change much with price fluctuations. Therefore, if interpreting this as 'Is oil demand elastic?', the answer is No, as |PED| < 1. This vote persuades by grounding in economic facts rather than treating it as a binary unrelated to the concept.

Kimi K2.5

Vote: No

Oil demand is generally considered price inelastic, not elastic. Empirical estimates typically place short-run price elasticity of demand for crude oil between -0.1 and -0.2, and long-run elasticity between -0.4 and -0.5. This means that when oil prices change, the quantity demanded changes by a smaller percentage—consumers cannot easily or quickly reduce consumption due to lack of immediate substitutes for transportation fuel and heating. While demand becomes somewhat more elastic over longer time horizons as consumers adapt (buying more fuel-efficient vehicles, changing driving habits), it remains inelastic overall. Therefore, characterizing oil demand as 'elastic' would be incorrect.

Final Summary

The AI Roundtable faced a linguistic trap where a quantitative question was paired with binary options, leading the majority to interpret 'No' as a synonym for 'inelastic.' While models like Gemini 3.1 Pro and Grok 4 emphasized that oil's lack of immediate substitutes makes it fundamentally unresponsive to price changes, a persistent minority including Sonar Pro argued that 'Yes' was the only logical way to acknowledge that elasticity exists as a measurable concept.

No agreement after 1 rounds of discussion. Final vote: No: 8, Yes: 2

Strongest Arguments

  • Yes: Oil demand elasticity is a well-established economic measure that quantifies how consumption responds to price; choosing 'No' would incorrectly suggest the phenomenon does not exist or cannot be determined.
  • No: Because the price elasticity of demand for oil is empirically measured between -0.1 and -0.3, it is objectively inelastic; therefore, the answer to whether it is 'elastic' must be 'No.'