Comparisons
Oct 25, 2026Claude Haiku 5.5 vs MiniMax M3.1 Flash
Compare Claude Haiku 5.5 and MiniMax M3.1 Flash on pricing, speed, and agentic performance benchmarks for cost-sensitive workloads.
AI models for business: releases, prices and how to choose
This hub tracks the AI models businesses actually choose between: the frontier models from OpenAI, Anthropic, Google and Meta, and the open-weight models from Mistral, DeepSeek, Qwen and others you can run yourself.
Every article starts from the official announcement or documentation and ends with what changes for the people who use the model: price per million tokens, context window, access through apps or APIs, licence terms, and the tasks each model is built for.
Start with the comparisons if you are choosing a model, then follow the latest releases to see how the options move.
Edited by Mohamed Aminar · 71 articles · Updated Oct 25, 2026
What this hub covers
- OpenAI GPT
- Anthropic Claude
- Google Gemini
- Meta Muse
- Mistral
- DeepSeek
- Qwen
- Open-weight models
Start here: comparisons and guides
Comparisons
Oct 24, 2026GPT-6 vs Gemini 4 Argon: Daily Work Comparison
Compare GPT-6 vs Gemini 4 Argon on pricing, speed, context window, and performance for professional AI assistant work.
Comparisons
Oct 23, 2026Grok Voice 3.0 vs Voxtral 3: Voice Agent Comparison
Compare Grok Voice 3.0 and Voxtral 3 for voice agents. See pricing, language support, benchmarks, and which fits your needs.
Comparisons
Oct 22, 2026DeepSeek V4.1 Flash vs MiniMax M3.1 Flash
Compare DeepSeek V4.1 Flash and MiniMax M3.1 Flash pricing, speed, and benchmarks for AI agents and automation workflows.
Comparisons
Oct 21, 2026GPT-6 vs Claude Opus 5.5: Frontier AI Models
Compare GPT-6 and Claude Opus 5.5 frontier AI models: pricing, performance, benchmarks, and which suits your workflow.
Comparisons
Oct 20, 2026Exa 3.0 search API: Tops Perplexity and Brave on 8 benchmarks
Exa 3.0 ranks first on all 8 benchmarks against competitors. New Lite tier costs $4 per 1,000 requests. Dynamic Highlights cuts token use 95%.
Comparisons
Oct 19, 2026Claude Haiku 5.5 vs Gemini 4 Argon: Cost and Speed
Compare Claude Haiku 5.5 and Gemini 4 Argon pricing, speed, context window, and performance on benchmarks to choose the right model.
Comparisons
Oct 17, 2026Mistral Large 4 vs Meta Muse Wonder: Open vs Closed
Compare Mistral Large 4 vs Meta Muse Wonder on performance, access, pricing, and which frontier model fits your needs.
Tool Guides
Oct 7, 2026OpenAI Decisions API: 10x Faster Classification at $0.10/M
OpenAI's Decisions API classifies text and images 10x faster than Responses API for yes/no decisions, category picks, and scaled ratings.
Tool Guides
Oct 7, 2026PolicyLM-1.7B: Musubi's Lightweight Content Moderation Model
Musubi announced PolicyLM-1.7B, an open-weight decision model for real-time content moderation that applies policies in under 50 milliseconds.
Comparisons
Jul 9, 2026GPT-5.6 Sol, Terra, and Luna: How to Choose
How to choose among GPT-5.6 Sol, Terra, and Luna using OpenAI's published prices and benchmarks, plus the routing tests to run on your own work.
Comparisons
Apr 21, 2026How to Compare AI Models with a Repeatable Test
A repeatable method for comparing AI models on factual quality, instruction following, review time, latency, and total cost, with checklists you can reuse.
Latest in AI Models
AI Futures
Oct 25, 2026The 1890 Archive
A language model trained on historical letters starts generating responses as if the past were accessible. A researcher considers using it to warn her great-grandmother.
Model News
Oct 25, 2026OpenMobile-2 smartphone agents match proprietary rivals
OpenMobile-2 trains AI smartphone agents on 110+ simulated apps to rival closed models. The 27B model scores 59.6 on real Android devices using SPA-Bench.
Model News
Oct 24, 2026Kyutai CADRE video autoencoders cut world model lag to 185ms
Kyutai CADRE video autoencoders enable interactive world models to run at 20 fps with 185ms latency on one H100 GPU. Open-source code and weights released.
Model News
Oct 24, 2026Kimi K3.1 Pro benchmarks show 3D coding strength
Moonshot AI's Kimi K3.1 Pro scored 92.7% on BenchCAD 3D modeling and outperforms Claude Opus 5.5 on financial analysis. Available now via cloud services.
Model News
Oct 22, 2026Granite Speech 5.0 2B ranks #2 on Open ASR Leaderboard
68% average WER and ranks second on the Open ASR Leaderboard, offering teams an open-weight alternative for transcription and translation.
Model News
Oct 21, 2026Recursive Flint 40B MoE coding model runs 125+ tokens/sec locally
Recursive Flint 40B coding model delivers 2.5B active parameters and 125+ tokens/sec on consumer hardware, competing with closed models for local agent development.
Model News
Oct 20, 2026Mercury 3 diffusion LLM reaches 1,068 tokens per second
Inception's Mercury 3 diffusion LLM hits 1,068 tokens per second with 1M context window, leading 8 of 12 benchmarks against GPT-6 Luna and Claude Haiku 5.5. Launch...
Model News
Oct 20, 2026Drex Max: $0.06/M tokens, 67.59 on Decision Index
06 per million tokens, optimizing price and speed for computer-use agents that analyze screenshots and images.
Model News
Oct 19, 2026MiniMax M3.1 Flash: $0.15/M tokens cuts agent costs 70%
MiniMax M3.1 Flash pricing at $0.15 per million input tokens cuts agentic task costs by 70% versus M3. The 428B MoE model runs three times faster.
Model News
Oct 18, 2026Harness2 framework improves agent performance 11.5 points
Google's Harness2 recursive agent framework optimizes LLM agent behavior at test time without retraining. 5 points on WorkBuddy-Bench.
Model News
Oct 18, 2026Replit Switches to OpenAI as Default Model Provider
Replit CEO Amjad Masad announced the platform is shifting OpenAI to its default model, replacing Anthropic based on performance, cost, and partnership strength.
Model News
Oct 17, 2026DeepSeek V4.1-Flash-1017 outperforms larger models, cuts costs
DeepSeek-V4.1-Flash-1017 outperforms Claude Opus 5 and GPT 5.6-Sol on coding benchmarks while reducing per-task costs to $0.20, offering efficiency gains for...
Model News
Oct 17, 2026Step 5 Preview 600B: 27B active MoE, 1M context
StepFun releases Step 5 Preview open-weights model with 27B active parameters and 1M context window. Self-hostable sparse MoE in FP8 and BF16 formats now available.
Model News
Oct 17, 2026MAI-Base-2: Microsoft's 2 trillion parameter base model
Microsoft announced MAI-Base-2, a 2 trillion parameter base model claiming up to 12x hardware efficiency gains over DeepSeek on internal benchmarks.
Model News
Oct 16, 2026Nemotron-pretraining-Indic-v1: 2.8T tokens, open pipeline
NVIDIA and AI4Bharat release 2.8 trillion tokens of Indic pretraining data across 22 Indian languages with an open GPU-accelerated generation pipeline.
Model News
Oct 16, 2026Beam 501B: 23B active parameters, Apache 2.0 licensed
Beam 501B sparse MoE model from Reflection launches open-weight with 1M context, coding focus, and Apache 2.0 license for customizable deployment.
Model News
Oct 16, 2026Muse Spark Open 816B: Meta's Open MoE Model
Meta releases Muse Spark Open 816B, an open-weight multimodal MoE model for coding and agentic work with 1M context. Available on Hugging Face and hosted APIs.
Model News
Oct 16, 2026d1-ultra decision model scores 65 on AA index
Liquid AI's d1-ultra multimodal decision model ranks first with a 65 score on the Artificial Analysis Decision Index, processing text and images with calibrated...
Model News
Oct 16, 2026Nemotron 3.5 Super VL 120B: Open Multimodal Agent Model
5 Super VL 120B, an open-weight multimodal model for enterprise agents with 1M context window and claimed 5x faster throughput than comparable open models.
Model News
Oct 15, 2026Granite Switch 4.1: Chat, decisions, speech endpoint
IBM's Granite Switch 4.1 combines language generation, decision-making, and speech recognition capabilities into a single endpoint. Available in 8B and 30B sizes.
Model News
Oct 15, 2026Timestral time-series forecasting model ranks first on three benchmarks
Mistral's Timestral probabilistic forecasting model achieves state-of-the-art results on GIFT-Eval, TIME, and fev-bench with 209M parameters.
Model News
Oct 15, 2026Apertus 1.5: 262K context, image and audio support
Apertus 1.5 extends 8B and 70B models with image and audio understanding, quadruples context to 262K tokens, and adds optional thinking mode under Apache 2.0.
Model News
Oct 15, 2026Grok Voice 3.0 ranks first on benchmarks, adds tool-calling
xAI's Grok Voice 3.0 speech-to-speech model tops Artificial Analysis index at 86.9 and integrates tool-calling for voice agents. Pricing unchanged at $0.08/min.
Model News
Oct 14, 2026HiRO-ACEv2 cuts extreme weather simulation costs by 300x
Ai2 releases HiRO-ACEv2 weather model generating 3km resolution extreme weather data at 1/300th the cost of traditional atmospheric models.
Model News
Oct 14, 2026Orion-1 cybersecurity model outperforms Claude Opus 5.5, GPT-6 Sol
Artemis Security launches Orion-1, a purpose-built cybersecurity model that outperforms general AI on threat detection and investigation.
Model News
Oct 14, 2026LFM2.5-24B-A2B: Fast on-device reasoning agents
Liquid AI releases LFM2.5-24B-A2B, a lightweight on-device reasoning model for running private AI agents on consumer hardware without cloud processing.
Model News
Oct 13, 2026Gemini 4 Argon: $2 per million input tokens, 95% cached discount
Google's Gemini 4 Argon frontier model launches globally via API and app with introductory pricing through November. Ranks first on Vals Index benchmark.
Model News
Oct 12, 2026QwenGyre elastic RL framework trains long-horizon agents
Alibaba's QwenGyre framework dynamically reallocates GPUs between rollout and training for extreme-long-horizon agent tasks, delivering up to 1.85x speedups.
Model News
Oct 12, 2026Meta Muse Wonder frontier model launches today
Meta releases Muse Wonder frontier models with advanced memory capabilities, priced at $4 per million input tokens and $20 per million output tokens.
Model News
Oct 12, 2026NVIDIA Vera Rubin Architecture Advances AI Factory Standards
NVIDIA contributes Vera Rubin rack designs to open standards at OCP Summit, enabling enterprises to build interoperable AI infrastructure that scales to gigawatt power levels.
Model News
Oct 12, 2026vLLM Decision 3.0: Five Open Decision Models, 0.8B to 27B
vLLM Semantic Router released Decision 3.0, five open-source decision models from 0.8B to 27B parameters for classification and scoring across text and images.
Model News
Oct 12, 2026Google DeepMind's AlphaProof Nexus Solves Open Math Problems
AlphaProof Nexus solved nine open Erdős problems and 44 conjectures using formal verification in Lean, with peer-reviewed results published in Science.
Model News
Oct 12, 2026Microsoft Maia 300: 40% better efficiency, production in 2027
Microsoft's Maia 300 AI inference chip delivers 40% better energy efficiency and 7x greater throughput than Maia 200, rolling out to production workloads in 2027.
Model News
Oct 12, 2026TII Releases Falcon-ASR Arabic Speech Recognition Model
Technology Innovation Institute launches Falcon-ASR, a 1.6B parameter Arabic speech model with Emirati dialect focus, achieving 20.92% word error rate.
Model News
Oct 11, 2026Ai2 Replaces Priority Scheduling With GPU Time Budgets
Ai2 replaced priority-based GPU scheduling with hierarchical fair-share allocation and time budgets, improving resource utilization across its research clusters.
Model News
Oct 11, 2026Odyssey-3 World Model Public Preview Launches Oct 11
Odyssey AI launched a public research preview of Odyssey-3, a 14B generative world model that creates interactive environments from text prompts in real time.
Model News
Oct 11, 2026OrcaCyber Zero 1.5 Cybersecurity Model Launches With 1M Context
OrcaRouter releases OrcaCyber Zero 1.5, a gated cybersecurity model with 1M context window, reporting 100% on Cybench and 95.8% on CVE-Bench.
Model News
Oct 10, 2026Liquid AI Releases Multimodal Open D1 Decision Models for Edge
Liquid AI released d1-3B and d1-omni-600M, open multimodal decision models designed for edge devices, supporting text, images, and audio inputs.
Model News
Oct 10, 2026Microsoft releases Decision-1 routing and classification model
Microsoft releases Decision-1, a Qwen3.5-9B decision-scoring model for routing and classification tasks, available in Foundry and OpenRouter.
Model News
Oct 10, 2026Nace AI Open-Sources Drex 1.5 Decision Model for Option Scoring
Nace AI open-sources Drex 1.5, a 9B decision model that scores multiple options in one forward pass, ranking first under 10B parameters on Decision Index.
Model News
Oct 10, 2026Qwen-Image-2.1-Turbo: 8-step image generation on 7B model
Alibaba's Qwen-Image-2.1-Turbo cuts denoising from 40 steps to 8 for fast 2K image generation and editing on a 7B model. What changed and what to test.
Model News
Oct 9, 2026Cloudflare releases Clef-omni with audio and video support
Cloudflare launches Clef-omni, a decision model processing audio, video, images, and text in one API call, with price cuts and speed gains for existing models.
Model News
Oct 8, 2026JetBrains Mellum2.1: 12B MoE Open Model for Coding Agents
JetBrains released Mellum2.1, a 12B mixture-of-experts open model for coding agents trained on real repositories under Apache 2.0 license.
Model News
Oct 8, 2026Perplexity Releases pplx-embed-v2-late for Edge Device Deployment
Perplexity AI released pplx-embed-v2-late embedding models: a 0.6B edge-deployable model and a 9B high-performance variant for on-device and server RAG.
Model News
Oct 7, 2026Claude Haiku 5.5 price cuts, benchmarks reshape model selection
Anthropic released Claude Haiku 5.5 with up to 90% lower token costs and 72.4% computer-use benchmark performance, available now on AWS, Google Cloud, and Azure.
Model News
Oct 6, 2026EmbeddingGemma 2: Google's 740M On-Device Embedding Model
Google DeepMind launches EmbeddingGemma 2, a 740M open embedding model mapping text, images, video, and audio into a unified space for on-device retrieval.
Model News
Oct 6, 2026Mistral Large 4: Europe's 1 Trillion-Parameter Model Launches
Mistral AI releases public preview of Mistral Large 4, a 1 trillion-parameter model trained in Europe with strengths in cybersecurity, coding, and multimodal tasks.
Model News
Oct 6, 2026Reka Rho-1: One 19B Model for Video, Images, Text and Robots
Reka released a 19B omni-reasoning model that handles text, images, video, and robot actions in a single neural network, replacing multi-model pipelines.
Model News
Sep 30, 2026GPT-Synopsys: OpenAI and Synopsys Build a Chip Design Model
OpenAI and Synopsys are building GPT-Synopsys, a model meant to reason about chip design and operate Synopsys EDA tools. What is known and what to verify.
Model News
Sep 10, 2026Five Lessons from Anthropic's September 2026 Threat Report
A measured reading of Anthropic's September 2026 threat report: how AI misuse is changing, where its evidence stops, and what defenders can do now.
AI at Work
Sep 10, 2026ChatGPT for Financial Services: Useful Product or Data Bundle?
OpenAI's ChatGPT for Financial Services pairs GPT-6 Astra with licensed data and citations. What it offers regulated teams and what to verify.
Model News
Sep 10, 2026GPT-Live-1 and the New Voice API Decision
What GPT-Live-1 changes for voice apps, what OpenAI claims it costs and scores, and how to test latency, interruptions, accessibility, and cost before launch.
Model News
Sep 9, 2026GPT-6 Astra for Work: What the Launch Actually Changes
A sourced guide to GPT-6 Astra: what OpenAI claims, what it costs, the new admin controls, and the checks teams should run before adopting it.
Model News
Sep 1, 2026Claude Fable 5.1 and Mythos 5.1: How to Read the Release
Claude Fable 5.1 and Mythos 5.1 are one model with two safeguard levels. Here is what Anthropic claims, what it costs, and how to evaluate it.
Model News
Aug 27, 2026Anthropic's Model Hardware Standard, Explained
What Anthropic's Model Hardware Standard research preview does, what early lab partners reported, and the safety checks teams need before agents touch hardware.
AI at Work
Aug 27, 2026Claude for Scientists: What the New Access Program Offers
Anthropic is offering 10,000 free or discounted Claude team seats to scientists. Here is who qualifies, what the limits are, and how to evaluate it.
Model News
Jul 24, 2026Claude Opus 5 and the Shift to Long-Running Agents
What Anthropic's Claude Opus 5 launch means for coding and professional work, with pricing, safeguards, and the controls longer autonomous tasks need.
Model News
May 19, 2026Gemini 3.5: What Frontier Intelligence with Action Means
Google launched Gemini 3.5 Flash as an agentic model family. This guide separates the launch claims from the tests teams should run themselves.
Model News
Apr 8, 2026Meta Muse Spark: The New Multimodal Model in Context
What Meta announced with Muse Spark, what its multimodal reasoning and multi-agent Contemplating mode imply, and which claims need independent checks.