Gemini 4 Argon Explained: Benchmarks, Price, Access
Gemini 4 Argon brings 1M-token output, a 15% hallucination rate and $2/$10 pricing, but only to vetted cyber defenders f…
Gemini 3.8 Flash: Benchmarks, Price, Cyber Variant
Gemini 3.8 Flash matches Opus 5 on coding at a fraction of the price, but the rate doubles in 2027. Real benchmarks, the…
GPT-6 Astra Explained: Critical Cyber Model, Price
GPT-6 Astra is OpenAI's first 'Critical' cyber model at $10/$50. Real benchmarks, the exploit gate, the monitorability p…
GPT-6 Sol and Luna: 50% Cheaper, But a Trade-off
GPT-6 Sol and Luna cut API prices 50% permanently, but peak coding scores regressed. Real benchmarks, the reliability ga…
Claude Opus 5.5 Explained: Benchmarks, Price, Verdict
Claude Opus 5.5 is 40% cheaper than Opus 5 and beats Fable 5.1 on coding. Real benchmarks, breaking API changes, and whe…
Qwen3.8-Max Explained: 2.4T Params, Open Weights
Qwen3.8-Max is Alibaba's 2.4T open-weight model. Real benchmarks vs GPT-5.6 Sol and Fable 5, the self-hosting math, and …
LLM API Pricing 2026: What Changes on September 1
LLM API pricing in 2026, compared model by model — plus the Sonnet 5 increase landing September 1 and five levers that c…
Thinking Machines Inkling: 975B Open-Weight Model
Thinking Machines Inkling is a 975B-parameter Apache 2.0 model built for fine-tuning, not leaderboards. Specs, how to us…
DeepSeek V4 Flash 0731: Frontier Coding at $0.14/M
DeepSeek V4 Flash 0731 hits 82.7 on Terminal-Bench at $0.14/$0.28 per million tokens, beating its own Pro model. Full be…
What Is Unsloth? Faster LLM Fine-Tuning Explained
Unsloth makes LLM fine-tuning 2-5x faster with up to 70% less GPU memory. Learn how it works, its VRAM savings, and how …
Claude Opus 5 Explained: Benchmarks, Price, Verdict
Claude Opus 5 benchmarks, price, and context window explained. See how Anthropic's new flagship beats Opus 4.8 and who s…
vLLM vs Ollama in 2026: Which LLM Server Wins?
vLLM vs Ollama compared with real 2026 benchmarks: throughput, latency, cost per token, and a migration path. Find out w…