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Anthropic says Claude helped trace the origin of NIST's mysterious ECDSA seeds16/10/26 · Anthropic|Reflection AI unveils Beam, a 501-billion-parameter open model16/10/26 · Reflection AI|Meta releases Muse Spark Open, a mixture-of-experts model built for local Mac Studio inference15/10/26 · Meta|Meta releases Muse Spark Open, an open-weight multimodal model15/10/26 · Meta|Google DeepMind outlines safety measures behind Gemini 4 Argon13/10/26 · Google DeepMind|Tev-Gym: A Training Recipe to Fix Sparse Rewards in Long-Horizon Agents13/10/26|Google DeepMind references Gemini 4, code-named Argon13/10/26 · Google DeepMind|Google DeepMind unveils Gemini 4 Argon, a robotics-focused variant13/10/26 · Google DeepMind|Character.AI files for Chapter 11 bankruptcy, sells assets to Disney13/10/26 · Character.AI|Study Shows AI Models Can Provably Conceal Arbitrary Capabilities13/10/26|Mistral AI releases Timestral, a foundation model for time-series data19/10/26 · Mistral AI|Researchers strand Claude on a virtual desert island to study unscripted behavior19/10/26 · Anthropic|Anthropic says Claude helped trace the origin of NIST's mysterious ECDSA seeds16/10/26 · Anthropic|Reflection AI unveils Beam, a 501-billion-parameter open model16/10/26 · Reflection AI|Meta releases Muse Spark Open, a mixture-of-experts model built for local Mac Studio inference15/10/26 · Meta|Meta releases Muse Spark Open, an open-weight multimodal model15/10/26 · Meta|Google DeepMind outlines safety measures behind Gemini 4 Argon13/10/26 · Google DeepMind|Tev-Gym: A Training Recipe to Fix Sparse Rewards in Long-Horizon Agents13/10/26|Google DeepMind references Gemini 4, code-named Argon13/10/26 · Google DeepMind|Google DeepMind unveils Gemini 4 Argon, a robotics-focused variant13/10/26 · Google DeepMind|Character.AI files for Chapter 11 bankruptcy, sells assets to Disney13/10/26 · Character.AI|Study Shows AI Models Can Provably Conceal Arbitrary Capabilities13/10/26|Mistral AI releases Timestral, a foundation model for time-series data19/10/26 · Mistral AI|Researchers strand Claude on a virtual desert island to study unscripted behavior19/10/26 · Anthropic|
agents

Best LLMs for AI agents

Models built or recognised for agentic use: reliable tool calling, multi-step planning, endurance on long tasks. Ranked by Elo, proprietary and open-weight together — the table shows which ones you can self-host.

#ModelArena EloContextHostingLicence
1🇺🇸Claude Opus 5.5
Anthropic
15081MEU optionproprietary
2🇺🇸Claude Fable 5
Anthropic
15041MEU optionproprietary
3🇺🇸Claude Fable 5.1
Anthropic
15011MEU optionproprietary
4🇺🇸Muse Spark 1.3
Meta
14941MAPIproprietary
5🇺🇸Claude Opus 5
Anthropic
14901MEU optionproprietary
6🇺🇸Muse Spark 1.1
Meta
14901MAPIproprietary
7🇨🇳Kimi K3
Moonshot AI
14881MSelf-hostablekimi-k3
8🇺🇸Gemini 3.7 Flash
Google
14881MEU optionproprietary
9🇺🇸Gemini 3.6 Flash
Google
14831MEU optionproprietary
10🇺🇸GPT-5.6 Sol
OpenAI
14831MEU optionproprietary
Data verified on 19 October 2026Open in the comparator

Method

Deterministic ranking on comparator data: LMArena Elo (style control) first, HuggingFace downloads second for models without an Elo. Prices and licences are verified at the official source and dated. No model is ranked by an LLM.

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