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→New: Advisor → 4 questions, your stack in 30 seconds→Decision layer live → Goal → Role → Stack → Tool → Playbook→GPT-5.5 superpower: most reliable instruction following→Claude superpower: best first draft and coding output→Gemini superpower: massive multimodal context→Perplexity superpower: fast factual retrieval→NotebookLM superpower: source-grounded answers→Solo Founder Stack — bookmark and ship by Friday→New: Advisor → 4 questions, your stack in 30 seconds→Decision layer live → Goal → Role → Stack → Tool → Playbook→GPT-5.5 superpower: most reliable instruction following→Claude superpower: best first draft and coding output→Gemini superpower: massive multimodal context→Perplexity superpower: fast factual retrieval→NotebookLM superpower: source-grounded answers→Solo Founder Stack — bookmark and ship by Friday
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Foundation ModelsBy Moonshot AI· rising

Kimi K2 Thinking

Open-weight agentic reasoner that runs 200+ tool calls without losing the thread.

Kimi is the most quietly innovative frontier model of the cycle: a trillion-parameter mixture-of-experts released with open weights, built specifically for long-horizon agentic work. It holds hundreds of sequential tool calls in a single task, reads enormous documents natively, and costs a fraction of closed frontier models. If you are building agents rather than chatting, this is the one to benchmark against.

Open Kimi K2 Thinking Get help deploying

Best for

  • 01Long-horizon agents
  • 02Deep research
  • 03Massive document analysis
  • 04Cost-sensitive reasoning

Recommended workflow

  1. Step 1

    Start in kimi.com to feel the reasoning style

  2. Step 2

    Move to the API for agent workloads

  3. Step 3

    Give it tools via MCP and let it run

  4. Step 4

    Compare cost-per-task against your closed-model baseline

Other Foundation Models.

OpenAI

ChatGPT

The default consumer AI; GPT-5.5 reasoning + agents + image.

Anthropic

Claude

Best long-context reasoning, writing, and Artifacts.

Google

Gemini

Native Workspace integration, 2M-token context, Veo + Imagen built in.

xAI

Grok

Real-time X data + uncensored research; fastest at breaking news.

Meta

Llama

Best open-weight family; self-host for privacy and price.

Mistral AI

Mistral Large

European, multilingual, GDPR-friendly frontier model.

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◉ Verified November 2026 · Independent review · No affiliate links
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