Data-driven analysis of AI model performance, pricing trends, and market dynamics. Reports will be published regularly with the latest rankings and benchmarks.
A primary-source deep dive into HUMAIN's ALLaM, the Arabic-first model family from Saudi Arabia's national AI champion. We cover the four public variants, the architecture from Hugging Face config files, the 1.2T token bilingual pretraining mix, and every access channel from Hugging Face to IBM watsonx to Azure AI Foundry to HUMAIN Chat.
Read reportAnthropic's Claude Mythos was revealed through a data leak and officially previewed on April 7 via Project Glasswing. We break down the confirmed benchmarks, cybersecurity capabilities, the 40+ partner consortium, and what this means for the AI model landscape.
Read reportAndrej Karpathy shared his workflow for building personal knowledge bases with LLMs - no RAG needed. We break down the six-stage pipeline, explain why it works without vector databases, and identify the best models for each step.
Read reportTwo major model releases on the same day. We compare Alibaba's Qwen 3.6-Plus and Google's Gemma 4 31B across scores, pricing, context windows, open-source licensing, and real-world coding performance.
Read reportGoogle DeepMind launches Gemma 4 31B under Apache 2.0 with multimodal capabilities and a 256K context window. We test benchmark performance, evaluate the open-source advantage, and rank it against closed-source competitors.
Read reportAlibaba releases Qwen 3.6-Plus with agentic coding, 1M token context window, and a free tier. We benchmark it against the top coding models and analyze where it stands in the April 2026 rankings.
Read reportClaude Opus 4.6 and GPT-5.2 are locked in a tight race for the top coding model. This report breaks down SWE-bench, HumanEval, and real-world developer surveys to determine which model ships the best code in 2026.
Read reportFLUX 1.2 Pro and Midjourney V7 have redefined photorealism. We compare quality, speed, pricing, and enterprise adoption across 12 image generation models to find the best fit for every use case.
Read reportVideo generation has matured from short clips to full production-quality output. This report covers Sora, Runway Gen-4, Kling 2.0, and Veo 3 with benchmarks on consistency, motion quality, and cost per minute.
Read reportMoE architectures power some of the best-value models on the market: DeepSeek V3.1, Qwen 3.5, and Llama 4 Maverick. We analyze how sparse routing reduces cost while maintaining frontier performance.
Read reportInput token pricing has dropped 85% in 18 months. This report tracks pricing changes across all major providers, identifies the best value at each tier, and forecasts where prices are headed next.
Read reportFrom 4K to 2M tokens in two years. We test how models actually perform at extreme context lengths with needle-in-a-haystack evaluations, real document QA, and multi-file code analysis across 10 leading models.
Read reportLM Market Cap reports are generated from real-time data across 60+ AI models. Our composite scoring methodology combines benchmark performance, community sentiment, Elo ratings, adoption metrics, and cost efficiency. All data is publicly verifiable.