lmarena.ai (formerly lmsys.org) Profile picture
Apr 8 2 tweets 1 min read Read on X
We've seen questions from the community about the latest release of Llama-4 on Arena. To ensure full transparency, we're releasing 2,000+ head-to-head battle results for public review. This includes user prompts, model responses, and user preferences. (link in next tweet)

Early analysis shows style and model response tone was an important factor (demonstrated in style control ranking), and we are conducting a deeper analysis to understand more! (Emoji control? 🤔)

In addition, we're also adding the HF version of Llama-4-Maverick to Arena, with leaderboard results published shortly. Meta’s interpretation of our policy did not match what we expect from model providers. Meta should have made it clearer that “Llama-4-Maverick-03-26-Experimental” was a customized model to optimize for human preference. As a result of that we are updating our leaderboard policies to reinforce our commitment to fair, reproducible evaluations so this confusion doesn’t occur in the future.
Llama-4-Maverick-03-26-Experimental battles huggingface.co/spaces/lmarena…

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More from @lmarena_ai

Mar 27
News: the latest ChatGPT-4o (2025-03-26) jumps to #2 on Arena, surpassing GPT-4.5!

Highlights
- Significant improvement over the January version (+30 pts, #5->#2)
- Tied #1 in Coding, Hard Prompts. Top-2 across ALL categories
- Matching or surpassing GPT-4.5 with 10x cheaper price.

Congrats @OpenAI for the new milestone! View below for more insights ⬇️Image
We saw clear leaps in improvements over the previous ChatGPT-4o release:

- Math #14 -> #2
- Hard Prompts #7 -> #1
- Coding #5 -> #1 Image
Check out the ChatGPT-4o-latest and all frontier models at: lmarena.ai
Read 4 tweets
Mar 25
BREAKING: Gemini 2.5 Pro is now #1 on the Arena leaderboard - the largest score jump ever (+40 pts vs Grok-3/GPT-4.5)! 🏆

Tested under codename "nebula"🌌, Gemini 2.5 Pro ranked #1🥇 across ALL categories and UNIQUELY #1 in Math, Creative Writing, Instruction Following, Longer Query, and Multi-Turn!

Massive congrats to @GoogleDeepMind for this incredible Arena milestone! 🙌

More highlights in thread👇Image
Gemini 2.5 Pro #1 across ALL categories, tied #1 with Grok-3/GPT-4.5 for Hard Prompts and Coding, and edged out across all others to take the lead 🏇🏆 Image
Gemini 2.5 Pro ranked #1 on the Vision Arena 🖼️ leaderboard! Image
Read 5 tweets
Feb 26
Introducing Prompt-to-leaderboard (P2L): a real-time LLM leaderboard tailored exactly to your use case!

P2L trains an LLM to generate "prompt-specific" leaderboards, so you can input a prompt and get a leaderboard specifically for that prompt.

The model is trained on the 2M human preference votes from Chatbot Arena.

P2L Highlights:
🔹Instant leaderboard for any prompt 🗿
🔹Optimal model routing (hit #1 on Chatbot Arena in Jan 2025 with 1395 score 🧏)
🔹Fine-grained model strength & weakness analysis 🤓

Check out our demo and thread below for more details!
Use case 1: Optimal Routing

If we know which models are best per-prompt, that makes optimal routing easy!

- Performance: P2L-router (experimental-router-0112) is #1 on Chatbot Arena in Jan 2025 with a score of 1395. (+20 than the best model candidate)
- We also develop cost-constrained P2L achieving Pareto frontierImage
Use case 2: Domain-Specific Leaderboards

P2L can aggregate rankings of prompts within a category to produce an adaptive category ranking →

e.g., Find the best models for SQL queries instantly! Image
Read 6 tweets
Feb 18
BREAKING: @xAI early version of Grok-3 (codename "chocolate") is now #1 in Arena! 🏆

Grok-3 is:
- First-ever model to break 1400 score!
- #1 across all categories, a milestone that keeps getting harder to achieve

Huge congratulations to @xAI on this milestone! View thread 🧵 for more insights into Grok-3's performance after ~8K votes in the Arena.Image
Here you can see @xai Grok-3’s performance across all the top categories:
🔹 Overall w/ Style Control
🔹 Hard Prompts & Hard Prompt w/ Style Control
🔹 Coding
🔹 Math
🔹 Creative Writing
🔹 Instruction Following
🔹 Longer Query
🔹 Multi-Turn Image
In the Coding category, Grok-3 surpassed top reasoning models like o1 and Gemini-thinking. Image
Read 5 tweets
Feb 7
Introducing Arena-Price Plot! 💰📊

An interactive plot of price vs. performance trade-offs for LLMs.

Frontier efficiency models:
🔹 Gemini-2.0-Flash/Lite by @GoogleDeepMind
🔹 DeepSeek-R1 by @deepseek_ai
🔹 GPT-4o by @OpenAI
🔹 Yi-Lightning by @01AI_Yi
🔹 Ministral 8B by @MistralAI

LLM efficiency is accelerating—kudos to the labs driving the frontier!Image
You can select organizations to highlight their models in Arena-Price Plot. Image
You can select a specific category (e.g, Coding, Math, Creative Writing, …) for your tasks. Image
Read 6 tweets
Jan 24
Breaking News: DeepSeek-R1 surges to the top-3 in Arena🐳!

Now ranked #3 Overall, matching the top reasoning model, o1, while being 20x cheaper and open-weight!

Highlights:
- #1 in technical domains: Hard Prompts, Coding, Math
- Joint #1 under Style Control
- MIT-licensed

A massive congrats to @deepseek_ai for this incredible milestone and gift to the community! More analysis below 👇Image
In Hard Prompt with Style Control, DeepSeek-R1 ranked joint #1 with o1. Image
Early results show DeepSeek-R1 strong across all domains! More votes are being collected for stable rankings. Image
Read 6 tweets

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