AI Engines
What Is Jev? TypeSafe AI's New Non-Chat Model, Explained
Jev is TypeSafe AI's first System One model: no chat, just typed decisions with confidence scores. What it guarantees, what it costs, and where it breaks.
GEO Toolbox · Blog
AI Engines
31 articles
Articles
AI Engines
GPT-6 Astra: Pricing, Benchmarks, and the Harness Catch
OpenAI shipped GPT-6 Astra on September 3, 2026. Verified pricing, who has access today, and why its 99.9% benchmark score is a harness number.
AI Engines
Claude Fable 5.1: Benchmarks, Real Cost, and the Catch (2026)
Claude Fable 5.1 is out. Real benchmarks, the cost math the '45% cheaper' claim hides, how it compares to Opus 5 and GPT-5.6 Sol, and why AI search can't see it.
AI Engines
What Is GLM 5.3? China's Open-Weight Coding Model, and Your Visibility
What is GLM 5.3? Z.ai's open-weight coding and cyber model explained: the post-training story, honest benchmarks, the license change, and your AI visibility.
AI Engines
What Is Meta AI? The Assistant, the Muse Models, and Why It Matters
What is Meta AI? A current guide to Meta's free assistant: the Llama-to-Muse Spark switch, where it runs, Meta AI vs ChatGPT, privacy, and AI visibility.
AI Engines
ChatGPT Ads: How They Work, What They Cost, and Who Sees Them
ChatGPT ads are live for Free and Go users. How they work, who sees them, what advertisers pay, and what they mean for your organic AI visibility.
AI Engines
Grok 4.6: Specs, Benchmarks, Real Cost & the Honest Verdict (2026)
Grok 4.6 is xAI's agent-first model, out August 12, 2026. A close read of the specs, the real benchmark table, the 200K price cliff, and AI-search impact.
AI Engines
DeepSeek V4: What It Actually Is Now (GA, Pricing, and the Catches)
DeepSeek V4 explained, current to September 2026: V4.1 Flash's native vision and new architecture, Flash vs Pro, the real API cost, self-hosting, and how honest the benchmarks really are.
AI Engines
Claude Opus 5: Pricing, Benchmarks & What Actually Changed
Claude Opus 5 launched July 24, 2026 at the same price as Opus 4.8. The five effort levels, the real cost per task, and what breaks when you upgrade.
AI Engines
What Is Qwen3.8-Max? Alibaba's 2.4T Flagship
What is Qwen3.8-Max? Alibaba's 2.4T-parameter flagship: the published benchmarks, the independent ones, API pricing, and the open-weights promise.
AI Engines
Inkling AI Model: Thinking Machines Lab's First Model, Explained
The Inkling AI model is Thinking Machines Lab's first release: a 975B open-weights multimodal AI. What it is, the specs, the real benchmarks, and who it's for.
AI Engines
What Is Kimi K3? Moonshot AI's 2.8T Open Model, Explained
What is Kimi K3? Moonshot AI's open-weight model explained: real specs, which benchmarks to trust, pricing, whether you can run it, and K2 vs DeepSeek.