
Tools & Tracking
Kimi Pricing in 2026: Plans, Free Tier, and Is It Worth It?
Kimi pricing, current to September 2026: the free Adagio tier, all five plans, how the credit system really works, and whether it beats ChatGPT Plus or Claude Pro.
GEO Toolbox · Blog
Research, tactics, and honest takes on generative engine optimization, AI visibility, and the future of search.
163 articles and counting.
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Tools & Tracking
Kimi pricing, current to September 2026: the free Adagio tier, all five plans, how the credit system really works, and whether it beats ChatGPT Plus or Claude Pro.

AI Engines
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.

GEO Fundamentals
AI visibility is how often AI engines like ChatGPT and Google AI Overviews mention, cite, or recommend your brand, plus how to measure and move it.

AI Engines
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.

Tools & Tracking
The 11 best AI visibility tools in 2026, compared on verified 2026 pricing, per-tier engine coverage, accuracy caveats, free options, and cost per prompt.

Crawlers & Agents
What is Claude Code? Anthropic's agentic coding tool: it reads your codebase, edits files, and runs commands from plain English. What it costs and how it works in 2026.
Tools & Tracking
The best Perplexity rank trackers in 2026, compared honestly: what each tracks, which ones gate Perplexity behind a higher tier, the free way to check, and how to pick.

Crawlers & Agents
The open-source repos that make Claude Code better: MCP servers, subagent frameworks, cost trackers, and hooks, with the security caveats most roundups skip.

Tools & Tracking
DeepSeek pricing, current to September 2026: the free app, V4.1 Flash and V4 Pro API costs, cache-hit vs cache-miss billing, and how it compares to ChatGPT and Claude.

AI Engines
Grok 4.5 is xAI's cheaper, faster 'Opus-class' coding model, out July 8, 2026. An honest look at specs, real benchmarks, true cost, EU access, and AI search.

How AI Works
Not autocomplete, not a conscious mind. How AI models actually think inside: next-token prediction, the concepts they build, and what new interpretability research reveals about an LLM.

GEO Fundamentals
The state of AI search in 2026, reconciled from every major study: AI Overview traffic, which engines cite what, and how to measure your visibility.