Trader consensus on Polymarket prices a mere 5% chance of a diffusion large language model (dLLM) topping the LMSYS Chatbot Arena leaderboard before year-end 2026, driven by the persistent dominance of autoregressive LLMs from Anthropic's Claude series, OpenAI's GPT lineage, and Google's Gemini models, which command top Elo scores through superior reasoning, coherence, and scaling efficiency. Recent releases like Inception Labs' Mercury 2 in early 2026 highlighted dLLMs' inference speed advantages—up to 5x faster than comparably sized rivals—but fell short on key benchmarks like GPQA and LiveCodeBench, trailing leaders by wide margins. With only seven months remaining, no credible roadmap signals a dLLM leapfrogging, though a surprise scaled release from labs like xAI could shift dynamics amid ongoing diffusion research.
Résumé expérimental généré par IA à partir des données Polymarket. Ceci n'est pas un conseil de trading et ne joue aucun rôle dans la résolution de ce marché. · Mis à jourOui
NOUVEAU
NOUVEAU
31 déc. 2026
Oui
NOUVEAU
NOUVEAU
31 déc. 2026
This market will resolve to "Yes" if, at any point before December 31, 2026, 11:59 PM ET, an AI model which is a Diffusion Large Language Model (dLLM) has the highest score based off the Chatbot Arena LLM Leaderboard (https://lmarena.ai/). Otherwise, this market will resolve to "No".
A Diffusion Large Language Model (dLLM) is any model for which official publicly released documentation, such as a model card, technical paper, or official statements from its developers, clearly identifies diffusion or iterative denoising as a central part of its text-generation or decoding process.
Results from the "Score" section on the Leaderboard tab of https://lmarena.ai/leaderboard/text set to default (style control on) will be used to resolve this market.
If two or models are tied for the top arena score at any point, this market will resolve to “Yes” if any of the joint-top ranked models are Diffusion Large Language Models.
The resolution source for this market is the Chatbot Arena LLM Leaderboard found at https://lmarena.ai/. If this resolution source is unavailable on December 31, 2026, 11:59 PM ET, this market will resolve based on all published Chatbot Arena LLM Leaderboard rankings prior to the period of lack of availability.Trader consensus on Polymarket prices a mere 5% chance of a diffusion large language model (dLLM) topping the LMSYS Chatbot Arena leaderboard before year-end 2026, driven by the persistent dominance of autoregressive LLMs from Anthropic's Claude series, OpenAI's GPT lineage, and Google's Gemini models, which command top Elo scores through superior reasoning, coherence, and scaling efficiency. Recent releases like Inception Labs' Mercury 2 in early 2026 highlighted dLLMs' inference speed advantages—up to 5x faster than comparably sized rivals—but fell short on key benchmarks like GPQA and LiveCodeBench, trailing leaders by wide margins. With only seven months remaining, no credible roadmap signals a dLLM leapfrogging, though a surprise scaled release from labs like xAI could shift dynamics amid ongoing diffusion research.
This market will resolve to "Yes" if, at any point before December 31, 2026, 11:59 PM ET, an AI model which is a Diffusion Large Language Model (dLLM) has the highest score based off the Chatbot Arena LLM Leaderboard (https://lmarena.ai/). Otherwise, this market will resolve to "No".
A Diffusion Large Language Model (dLLM) is any model for which official publicly released documentation, such as a model card, technical paper, or official statements from its developers, clearly identifies diffusion or iterative denoising as a central part of its text-generation or decoding process.
Results from the "Score" section on the Leaderboard tab of https://lmarena.ai/leaderboard/text set to default (style control on) will be used to resolve this market.
If two or models are tied for the top arena score at any point, this market will resolve to “Yes” if any of the joint-top ranked models are Diffusion Large Language Models.
The resolution source for this market is the Chatbot Arena LLM Leaderboard found at https://lmarena.ai/. If this resolution source is unavailable on December 31, 2026, 11:59 PM ET, this market will resolve based on all published Chatbot Arena LLM Leaderboard rankings prior to the period of lack of availability.
A Diffusion Large Language Model (dLLM) is any model for which official publicly released documentation, such as a model card, technical paper, or official statements from its developers, clearly identifies diffusion or iterative denoising as a central part of its text-generation or decoding process.
Results from the "Score" section on the Leaderboard tab of https://lmarena.ai/leaderboard/text set to default (style control on) will be used to resolve this market.
If two or models are tied for the top arena score at any point, this market will resolve to “Yes” if any of the joint-top ranked models are Diffusion Large Language Models.
The resolution source for this market is the Chatbot Arena LLM Leaderboard found at https://lmarena.ai/. If this resolution source is unavailable on December 31, 2026, 11:59 PM ET, this market will resolve based on all published Chatbot Arena LLM Leaderboard rankings prior to the period of lack of availability.
Marché ouvert : Nov 14, 2025, 3:05 PM ET
Volume
$2,562Date de fin
31 déc. 2026Marché ouvert
Nov 14, 2025, 3:05 PM ETResolver
0x65070BE91...This market will resolve to "Yes" if, at any point before December 31, 2026, 11:59 PM ET, an AI model which is a Diffusion Large Language Model (dLLM) has the highest score based off the Chatbot Arena LLM Leaderboard (https://lmarena.ai/). Otherwise, this market will resolve to "No".
A Diffusion Large Language Model (dLLM) is any model for which official publicly released documentation, such as a model card, technical paper, or official statements from its developers, clearly identifies diffusion or iterative denoising as a central part of its text-generation or decoding process.
Results from the "Score" section on the Leaderboard tab of https://lmarena.ai/leaderboard/text set to default (style control on) will be used to resolve this market.
If two or models are tied for the top arena score at any point, this market will resolve to “Yes” if any of the joint-top ranked models are Diffusion Large Language Models.
The resolution source for this market is the Chatbot Arena LLM Leaderboard found at https://lmarena.ai/. If this resolution source is unavailable on December 31, 2026, 11:59 PM ET, this market will resolve based on all published Chatbot Arena LLM Leaderboard rankings prior to the period of lack of availability.Trader consensus on Polymarket prices a mere 5% chance of a diffusion large language model (dLLM) topping the LMSYS Chatbot Arena leaderboard before year-end 2026, driven by the persistent dominance of autoregressive LLMs from Anthropic's Claude series, OpenAI's GPT lineage, and Google's Gemini models, which command top Elo scores through superior reasoning, coherence, and scaling efficiency. Recent releases like Inception Labs' Mercury 2 in early 2026 highlighted dLLMs' inference speed advantages—up to 5x faster than comparably sized rivals—but fell short on key benchmarks like GPQA and LiveCodeBench, trailing leaders by wide margins. With only seven months remaining, no credible roadmap signals a dLLM leapfrogging, though a surprise scaled release from labs like xAI could shift dynamics amid ongoing diffusion research.
This market will resolve to "Yes" if, at any point before December 31, 2026, 11:59 PM ET, an AI model which is a Diffusion Large Language Model (dLLM) has the highest score based off the Chatbot Arena LLM Leaderboard (https://lmarena.ai/). Otherwise, this market will resolve to "No".
A Diffusion Large Language Model (dLLM) is any model for which official publicly released documentation, such as a model card, technical paper, or official statements from its developers, clearly identifies diffusion or iterative denoising as a central part of its text-generation or decoding process.
Results from the "Score" section on the Leaderboard tab of https://lmarena.ai/leaderboard/text set to default (style control on) will be used to resolve this market.
If two or models are tied for the top arena score at any point, this market will resolve to “Yes” if any of the joint-top ranked models are Diffusion Large Language Models.
The resolution source for this market is the Chatbot Arena LLM Leaderboard found at https://lmarena.ai/. If this resolution source is unavailable on December 31, 2026, 11:59 PM ET, this market will resolve based on all published Chatbot Arena LLM Leaderboard rankings prior to the period of lack of availability.
A Diffusion Large Language Model (dLLM) is any model for which official publicly released documentation, such as a model card, technical paper, or official statements from its developers, clearly identifies diffusion or iterative denoising as a central part of its text-generation or decoding process.
Results from the "Score" section on the Leaderboard tab of https://lmarena.ai/leaderboard/text set to default (style control on) will be used to resolve this market.
If two or models are tied for the top arena score at any point, this market will resolve to “Yes” if any of the joint-top ranked models are Diffusion Large Language Models.
The resolution source for this market is the Chatbot Arena LLM Leaderboard found at https://lmarena.ai/. If this resolution source is unavailable on December 31, 2026, 11:59 PM ET, this market will resolve based on all published Chatbot Arena LLM Leaderboard rankings prior to the period of lack of availability.
Volume
$2,562Date de fin
31 déc. 2026Marché ouvert
Nov 14, 2025, 3:05 PM ETResolver
0x65070BE91...Trader consensus on Polymarket prices a mere 5% chance of a diffusion large language model (dLLM) topping the LMSYS Chatbot Arena leaderboard before year-end 2026, driven by the persistent dominance of autoregressive LLMs from Anthropic's Claude series, OpenAI's GPT lineage, and Google's Gemini models, which command top Elo scores through superior reasoning, coherence, and scaling efficiency. Recent releases like Inception Labs' Mercury 2 in early 2026 highlighted dLLMs' inference speed advantages—up to 5x faster than comparably sized rivals—but fell short on key benchmarks like GPQA and LiveCodeBench, trailing leaders by wide margins. With only seven months remaining, no credible roadmap signals a dLLM leapfrogging, though a surprise scaled release from labs like xAI could shift dynamics amid ongoing diffusion research.
Résumé expérimental généré par IA à partir des données Polymarket. Ceci n'est pas un conseil de trading et ne joue aucun rôle dans la résolution de ce marché. · Mis à jour
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