Meanwhile, open-source models may have fewer opportunities to be compared and thus fewer votes, which can hurt their ranking. Commercial models tend to appear more frequently in matchups, giving them a statistical advantage. In AI, benchmarks have traditionally been synthetic — models are tested against fixed datasets and scored automatically. LMArena is an open-source, community-driven evaluation platform for AI models.
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During this period, the company ran continuous blind pairwise evaluations, directly comparing Grok 4.1’s responses against the previous production model. The update arrives after a two-week silent production test and aims to deliver more natural conversation, stronger emotional intelligence, tighter safety controls, and dramatically improved real-world reliability. As the AI race intensifies, LMArena is likely to remain a battleground for model supremacy, but also a testing ground for how we, as a community, choose to define “better” in artificial intelligence. However, as with any system, transparency and fairness remain critical — especially as both open-source and proprietary players compete for the top spots.
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This no deposit bonus is a great way to get to know one of the most popular slot games out there. This bonus lets you claim 30 free spins to use on Big Bass Bonanza, just for entering a promo code. By putting human judgment at the core, it brings us closer to understanding how models perform in real conversations, not just in academic tests. The results feed into a leaderboard that ranks models according to real human preference rather than just technical metrics. Other notable pre-release models include OpenAI’s GPT-5 under the codename “summit” and Google DeepMind’s Gemini 2.5 Flash Image, an image generation and editing model, under the codename “Nano Banana”.
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LMArena (formerly Chatbot Arena) is a public, web-based platform that evaluates large language models (LLMs) through anonymous, crowd-sourced pairwise comparisons. Mammouth AI provides access to leading AI models for text and image generation through a single affordable subscription. LM Studio enables users to discover, run, and interact with large language models entirely on their own computers, ensuring privacy and offline capability.
Before today’s public launch, xAI quietly pushed early Grok 4.1 builds into production across grok.com, X, and the mobile apps. With Grok 4.1, xAI aimed to reduce hallucination rates — those moments where the model confidently states false information. Grok 4.1 ships in two versions — a fast non-thinking model and a more deliberate Thinking variant — and both introduce upgrades focused on conversation quality, factual reliability, and overall output polish. XAI’s latest update brings the biggest step forward in the Grok model line since its debut.
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Grok 4.1 lands in the middle of AI Autumn, a busy stretch where nearly every major AI lab is releasing upgraded models. These scores place both variants just behind early GPT-5.1 builds and slightly ahead of models like o3, Claude Sonnet 4.5, and Kimi K2 Instruct. In the Creative Writing v3benchmark — which evaluates story structure, voice, humor, and style across 32 prompts — Grok 4.1 ranks near the top of the current generation of models. XAI attributes this to using stronger frontier reasoning models as internal graders during training — essentially teaching Grok how to carry itself conversationally.
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Created by researchers from UC Berkeley, LMArena is an open platform where everyone can easily access, explore, and interact with the world’s leading AI models. LMArena’s evaluation methodology for large language models has been examined in academic analyses, which have identified specific limitations and suggested areas for improvement. Notably, Chinese company DeepSeek tested its prototype models in the LMArena months before its R1 model gained attention in Western media. The website has even been used for preview releases of upcoming models. Users enter prompts for two anonymous models to respond to and vote on the model that gave the better response, in which the model’s identities are then revealed.
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All votes are aggregated using an Elo ranking system to create a transparent, real-world performance leaderboard that reflects how models actually perform in practical applications. Free chat with the best AI models at lmarena.ai, and see rankings at lmarena.ai/leaderboard. Check the “Promotions” and VIP Club sections for reload bonuses, cashback offers, and tournaments. However, winnings from no-deposit free spins can be cashed out! Free spins winnings have 40x wagering. New players get 50 free spins just for signing up – no deposit required.
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We’re also preparing a full comparison of all the major AI Autumn releases, covering their strengths, weaknesses, and real-world performance. In LMArena’s blind Text Arena, Grok 4.1 Thinking now holds the #1 overall position, with the fast non-reasoning model at #2. In this environment, Grok 4.1 needed to deliver real improvements — and early results suggest that it does. Those real-world results mirror what independent benchmarks are seeing. Over a two-week period, the company ran continuous blind A/B tests on real user traffic to measure whether the update actually improved day-to-day conversations.
The platform has expanded beyond text to include specialized arenas for image generation, web development, coding assistance, and search-augmented models. Rather than relying solely on static technical benchmarks, the platform enables users to submit prompts and compare anonymous responses from two different AI models, voting on which they prefer. LMArena is a community-driven evaluation platform for large language models (LLMs) that originated from the Chatbot Arena project by LMSYS Org at UC Berkeley.
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Some large AI companies — including Google and Meta — have reportedly tested dozens of private model variants internally on LMArena before selecting and publishing only the best-performing versions. LMArena fills this gap by putting real human users in the evaluation loop. By comparing them side by side and casting votes for the better response, the community helps shape a public leaderboard, making AI progress more transparent and grounded in real-world usage. This large language model-related article is a stub.
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In LMArena’s widely used Text Arena, which compares models side-by-side without branding bias, the new Grok models posted some of their strongest numbers yet — including a #1 overall position for the reasoning variant. Both models outperform competitors like Kimi K2 Instruct and Gemini 2.5 Pro, making Grok 4.1 the current leader in emotional intelligence. Today, November 17, 2025, xAI has officially rolled out Grok 4.1, the latest iteration of its flagship large language model, across grok.com, the 𝕏 interface, and the iOS vegas casino apk and Android apps. The growing influence of LMArena hints at a future where AI models are judged by holistic, user-centered performance metrics.