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Teknologi·AI

Will a dLLM be the top AI model before 2027?

icon for Will a dLLM be the top AI model before 2027?
Teknologi·AI

Will a dLLM be the top AI model before 2027?

5% peluang
Polymarket
BARU
5% peluang
Polymarket
BARU
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 reflects a 95% implied probability against a diffusion large language model (dLLM) topping the Chatbot Arena leaderboard before 2027, driven by the unbridged capability gap with frontier autoregressive LLMs from Anthropic, OpenAI, and xAI. Recent releases like Inception's Mercury 2 in February 2026 peaked at #108 despite 5x inference speedups, while Claude Opus 4.6 and GPT-5 variants have surged past 1500 Elo through massive scaling and chain-of-thought enhancements. No dLLM has entered the top tier amid dominant transformer architectures. Upcoming launches from major labs could widen this lead, though a hybrid breakthrough or Arena bias toward efficiency might challenge the status quo.

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.
Volume
$2,562
Tanggal Berakhir
Dec 31, 2026
Pasar Dibuka
Nov 14, 2025, 3:05 PM ET

Resolver

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.
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 reflects a 95% implied probability against a diffusion large language model (dLLM) topping the Chatbot Arena leaderboard before 2027, driven by the unbridged capability gap with frontier autoregressive LLMs from Anthropic, OpenAI, and xAI. Recent releases like Inception's Mercury 2 in February 2026 peaked at #108 despite 5x inference speedups, while Claude Opus 4.6 and GPT-5 variants have surged past 1500 Elo through massive scaling and chain-of-thought enhancements. No dLLM has entered the top tier amid dominant transformer architectures. Upcoming launches from major labs could widen this lead, though a hybrid breakthrough or Arena bias toward efficiency might challenge the status quo.

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.
Volume
$2,562
Tanggal Berakhir
Dec 31, 2026
Pasar Dibuka
Nov 14, 2025, 3:05 PM ET

Resolver

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.

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Pertanyaan yang Sering Diajukan

"Will a dLLM be the top AI model before 2027?" adalah pasar prediksi di Polymarket di mana trader membeli dan menjual saham "Ya" atau "Tidak" berdasarkan apakah mereka yakin event ini akan terjadi. Probabilitas crowd-sourced saat ini adalah 5% untuk "Yes." Misalnya, jika "Ya" dihargai 5¢, pasar secara kolektif memberikan peluang 5% bahwa event ini akan terjadi. Peluang ini bergeser terus-menerus saat trader bereaksi terhadap perkembangan dan informasi baru. Saham dengan hasil yang benar bisa ditukarkan seharga $1 setiap saham saat pasar diselesaikan.

"Will a dLLM be the top AI model before 2027?" adalah pasar yang baru dibuat di Polymarket, diluncurkan pada Nov 14, 2025. Sebagai pasar awal, ini adalah kesempatanmu untuk menjadi salah satu trader pertama yang menetapkan peluang dan membangun sinyal harga awal pasar. Kamu juga bisa menandai halaman ini untuk melacak volume dan aktivitas trading seiring pasar mendapatkan traksi.

Untuk trading di "Will a dLLM be the top AI model before 2027?," cukup pilih apakah kamu yakin jawabannya "Ya" atau "Tidak." Setiap sisi memiliki harga saat ini yang mencerminkan probabilitas tersirat pasar. Masukkan jumlah kamu dan klik "Trade." Jika kamu membeli saham "Ya" dan hasilnya diselesaikan sebagai "Ya," setiap saham membayar $1. Jika diselesaikan sebagai "Tidak," saham "Ya" kamu bernilai $0. Kamu juga bisa menjual sahammu kapan saja sebelum resolusi jika kamu ingin mengamankan keuntungan atau memotong kerugian.

Probabilitas saat ini untuk "Will a dLLM be the top AI model before 2027?" adalah 5% untuk "Yes." Ini berarti keramaian Polymarket saat ini percaya ada peluang 5% bahwa event ini akan terjadi. Peluang ini diperbarui secara real-time berdasarkan trade aktual, memberikan sinyal yang terus diperbarui tentang apa yang diharapkan pasar.

Aturan resolusi untuk "Will a dLLM be the top AI model before 2027?" mendefinisikan dengan tepat apa yang harus terjadi agar setiap hasil dinyatakan sebagai pemenang — termasuk sumber data resmi yang digunakan untuk menentukan hasilnya. Kamu bisa meninjau kriteria resolusi lengkap di bagian "Aturan" di halaman ini di atas komentar. Kami menyarankan membaca aturan dengan cermat sebelum trading, karena mereka menentukan kondisi tepat, kasus khusus, dan sumber yang mengatur bagaimana pasar ini diselesaikan.