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feat: expand model fingerprints to 75 (all models.dev families), add project links
Model fingerprints expanded from 29 to 75, covering all families from models.dev: - Anthropic: Claude 3/4 (opus, sonnet, haiku) - OpenAI: GPT-4/4.1/4o/5/5.1/5.2/5.3, o3, o4-mini, codex-mini - Google: Gemini 1.5/2/2.5/3 (pro, flash, flash-lite) - DeepSeek: v3/chat, r1 - Meta: Llama 3 (8b/70b/405b), Llama 4 (scout/maverick) - Mistral: large, codestral, devstral (small/medium), magistral, ministral - xAI: Grok 2/3/4 (mini, fast variants) - Cohere: Command-A (reasoning), Command-R (plus, 7b) - Perplexity: Sonar (pro, deep, reasoning) - Alibaba: Qwen 2.5/3 (coder variants) - MiniMax, ZhipuAI/GLM, Nvidia/Nemotron, Moonshot/Kimi, Cerebras, StepFun, Inception/Mercury README additions: - models.dev credit in Inspiration section - 'Also by weisser-dev' section with links to: - agentic-ai.weisser.dev (free AI learning platform) - opencode-remote-telegram (Telegram remote control)
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‎README.md‎

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@@ -511,8 +511,14 @@ This project builds on the work of several open-source communities:
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- **[darrenhinde/OpenAgentsControl](https://github.com/darrenhinde/OpenAgentsControl)** -- Agent configuration patterns and workflows.
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- **[OpenCode Official Docs](https://opencode.ai/docs/)** -- Agents, skills, MCP, permissions, and configuration reference.
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- **[pricepertoken.com](https://pricepertoken.com/leaderboards/coding)** -- Model benchmark rankings and pricing data for the model intelligence feature.
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- **[models.dev](https://models.dev)** -- Open-source database of AI models (by anomalyco). Model fingerprints sourced from here.
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- **[registry.modelcontextprotocol.io](https://registry.modelcontextprotocol.io)** -- Official MCP server registry API for live search.
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## Also by weisser-dev
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- **[agentic-ai.weisser.dev](https://agentic-ai.weisser.dev)** -- Free, ad-free self-learning platform for Agentic AI. Want to learn more about agents, MCP, and AI-assisted development? Start here.
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- **[opencode-remote-telegram](https://github.com/weisser-dev/opencode-remote-telegram)** -- Control OpenCode remotely via Telegram. Run sessions from your phone.
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## Resources
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- [OpenCode Docs](https://opencode.ai/docs/)

‎cli-tool/src/setup.js‎

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@@ -800,42 +800,100 @@ export async function promptSkills(project) {
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// Known model fingerprints -- maps regex patterns to canonical model info.
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// This allows recognizing models even through custom providers (e.g. Bedrock, Azure).
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// Families sourced from https://models.dev (anomalyco/models.dev)
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const MODEL_FINGERPRINTS = [
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// Anthropic
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{ pattern: /claude.*opus.*4/i, canonical: 'claude-opus-4', family: 'anthropic', tier: 'frontier', coding: 95, cost: 'high' },
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{ pattern: /claude.*sonnet.*4/i, canonical: 'claude-sonnet-4', family: 'anthropic', tier: 'strong', coding: 90, cost: 'medium' },
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{ pattern: /claude.*haiku.*4/i, canonical: 'claude-haiku-4', family: 'anthropic', tier: 'fast', coding: 75, cost: 'low' },
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{ pattern: /claude.*opus.*3/i, canonical: 'claude-opus-3', family: 'anthropic', tier: 'strong', coding: 80, cost: 'high' },
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{ pattern: /claude.*sonnet.*3/i, canonical: 'claude-sonnet-3', family: 'anthropic', tier: 'strong', coding: 78, cost: 'medium' },
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{ pattern: /claude.*haiku.*3/i, canonical: 'claude-haiku-3', family: 'anthropic', tier: 'fast', coding: 60, cost: 'low' },
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// OpenAI -- order matters: most specific patterns first
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{ pattern: /gpt.*5\.?3.*codex/i, canonical: 'gpt-5.3-codex', family: 'openai', tier: 'frontier', coding: 96, cost: 'very-high' },
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{ pattern: /gpt.*5\.?3.*chat/i, canonical: 'gpt-5.3-chat', family: 'openai', tier: 'frontier', coding: 94, cost: 'high' },
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{ pattern: /gpt.*5\.?3/i, canonical: 'gpt-5.3', family: 'openai', tier: 'frontier', coding: 94, cost: 'high' },
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{ pattern: /gpt.*5\.?2/i, canonical: 'gpt-5.2', family: 'openai', tier: 'frontier', coding: 93, cost: 'high' },
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{ pattern: /gpt.*5\.?1.*codex/i, canonical: 'gpt-5.1-codex', family: 'openai', tier: 'strong', coding: 88, cost: 'medium' },
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{ pattern: /gpt.*5\.?1/i, canonical: 'gpt-5.1', family: 'openai', tier: 'strong', coding: 85, cost: 'medium' },
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{ pattern: /gpt.*5/i, canonical: 'gpt-5', family: 'openai', tier: 'strong', coding: 85, cost: 'medium' },
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{ pattern: /gpt.*4o[\b-]/i, canonical: 'gpt-4o', family: 'openai', tier: 'strong', coding: 80, cost: 'medium' },
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{ pattern: /gpt.*4o.*mini/i, canonical: 'gpt-4o-mini', family: 'openai', tier: 'fast', coding: 65, cost: 'low' },
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{ pattern: /o3/i, canonical: 'o3', family: 'openai', tier: 'frontier', coding: 96, cost: 'very-high' },
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{ pattern: /o4.*mini/i, canonical: 'o4-mini', family: 'openai', tier: 'strong', coding: 88, cost: 'medium' },
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// Google
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{ pattern: /gemini.*3.*pro/i, canonical: 'gemini-3-pro', family: 'google', tier: 'strong', coding: 82, cost: 'medium' },
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{ pattern: /gemini.*2\.?5.*pro/i, canonical: 'gemini-2.5-pro', family: 'google', tier: 'strong', coding: 80, cost: 'medium' },
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{ pattern: /gemini.*2\.?5.*flash/i,canonical: 'gemini-2.5-flash', family: 'google', tier: 'fast', coding: 72, cost: 'low' },
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{ pattern: /gemini.*2.*flash/i, canonical: 'gemini-2-flash', family: 'google', tier: 'fast', coding: 68, cost: 'low' },
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// DeepSeek
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{ pattern: /deepseek.*v3/i, canonical: 'deepseek-v3', family: 'deepseek', tier: 'strong', coding: 82, cost: 'low' },
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{ pattern: /deepseek.*r1/i, canonical: 'deepseek-r1', family: 'deepseek', tier: 'strong', coding: 85, cost: 'low' },
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// Meta
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{ pattern: /llama.*4.*maverick/i, canonical: 'llama-4-maverick', family: 'meta', tier: 'strong', coding: 78, cost: 'low' },
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{ pattern: /llama.*4.*scout/i, canonical: 'llama-4-scout', family: 'meta', tier: 'fast', coding: 70, cost: 'very-low' },
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{ pattern: /llama.*3.*405/i, canonical: 'llama-3-405b', family: 'meta', tier: 'strong', coding: 75, cost: 'low' },
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{ pattern: /llama.*3.*70/i, canonical: 'llama-3-70b', family: 'meta', tier: 'fast', coding: 65, cost: 'very-low' },
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// Mistral
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{ pattern: /mistral.*large/i, canonical: 'mistral-large', family: 'mistral', tier: 'strong', coding: 75, cost: 'medium' },
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{ pattern: /codestral/i, canonical: 'codestral', family: 'mistral', tier: 'strong', coding: 78, cost: 'low' },
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// ── Anthropic ─────────────────────────────────────────────────────────────
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{ pattern: /claude.*opus.*4/i, canonical: 'claude-opus-4', family: 'anthropic', tier: 'frontier', coding: 95, cost: 'high' },
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{ pattern: /claude.*sonnet.*4/i, canonical: 'claude-sonnet-4', family: 'anthropic', tier: 'strong', coding: 90, cost: 'medium' },
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{ pattern: /claude.*haiku.*4/i, canonical: 'claude-haiku-4', family: 'anthropic', tier: 'fast', coding: 75, cost: 'low' },
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{ pattern: /claude.*opus.*3/i, canonical: 'claude-opus-3', family: 'anthropic', tier: 'strong', coding: 80, cost: 'high' },
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{ pattern: /claude.*sonnet.*3/i, canonical: 'claude-sonnet-3', family: 'anthropic', tier: 'strong', coding: 78, cost: 'medium' },
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{ pattern: /claude.*haiku.*3/i, canonical: 'claude-haiku-3', family: 'anthropic', tier: 'fast', coding: 60, cost: 'low' },
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// ── OpenAI (most specific first) ──────────────────────────────────────────
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{ pattern: /gpt.*5\.?3.*codex/i, canonical: 'gpt-5.3-codex', family: 'openai', tier: 'frontier', coding: 96, cost: 'very-high' },
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{ pattern: /gpt.*5\.?3.*chat/i, canonical: 'gpt-5.3-chat', family: 'openai', tier: 'frontier', coding: 94, cost: 'high' },
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{ pattern: /gpt.*5\.?3/i, canonical: 'gpt-5.3', family: 'openai', tier: 'frontier', coding: 94, cost: 'high' },
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{ pattern: /gpt.*5\.?2/i, canonical: 'gpt-5.2', family: 'openai', tier: 'frontier', coding: 93, cost: 'high' },
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{ pattern: /gpt.*5\.?1.*codex/i, canonical: 'gpt-5.1-codex', family: 'openai', tier: 'strong', coding: 88, cost: 'medium' },
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{ pattern: /gpt.*5\.?1/i, canonical: 'gpt-5.1', family: 'openai', tier: 'strong', coding: 85, cost: 'medium' },
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{ pattern: /gpt.*5.*codex/i, canonical: 'gpt-5-codex', family: 'openai', tier: 'strong', coding: 86, cost: 'medium' },
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{ pattern: /gpt.*5.*mini/i, canonical: 'gpt-5-mini', family: 'openai', tier: 'fast', coding: 72, cost: 'low' },
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{ pattern: /gpt.*5/i, canonical: 'gpt-5', family: 'openai', tier: 'strong', coding: 85, cost: 'medium' },
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{ pattern: /gpt.*4\.?1.*nano/i, canonical: 'gpt-4.1-nano', family: 'openai', tier: 'fast', coding: 60, cost: 'very-low' },
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{ pattern: /gpt.*4\.?1.*mini/i, canonical: 'gpt-4.1-mini', family: 'openai', tier: 'fast', coding: 68, cost: 'low' },
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{ pattern: /gpt.*4\.?1/i, canonical: 'gpt-4.1', family: 'openai', tier: 'strong', coding: 82, cost: 'medium' },
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{ pattern: /gpt.*4o.*mini/i, canonical: 'gpt-4o-mini', family: 'openai', tier: 'fast', coding: 65, cost: 'low' },
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{ pattern: /gpt.*4o/i, canonical: 'gpt-4o', family: 'openai', tier: 'strong', coding: 80, cost: 'medium' },
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{ pattern: /gpt.*4.*turbo/i, canonical: 'gpt-4-turbo', family: 'openai', tier: 'strong', coding: 75, cost: 'medium' },
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{ pattern: /codex.*mini/i, canonical: 'codex-mini', family: 'openai', tier: 'fast', coding: 70, cost: 'low' },
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{ pattern: /o4.*mini/i, canonical: 'o4-mini', family: 'openai', tier: 'strong', coding: 88, cost: 'medium' },
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{ pattern: /o3[\b\-]|^o3$/i, canonical: 'o3', family: 'openai', tier: 'frontier', coding: 96, cost: 'very-high' },
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// ── Google ────────────────────────────────────────────────────────────────
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{ pattern: /gemini.*3.*pro/i, canonical: 'gemini-3-pro', family: 'google', tier: 'strong', coding: 82, cost: 'medium' },
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{ pattern: /gemini.*2\.?5.*pro/i, canonical: 'gemini-2.5-pro', family: 'google', tier: 'strong', coding: 80, cost: 'medium' },
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{ pattern: /gemini.*2\.?5.*flash.*lite/i, canonical: 'gemini-2.5-flash-lite', family: 'google', tier: 'fast', coding: 62, cost: 'very-low' },
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{ pattern: /gemini.*2\.?5.*flash/i, canonical: 'gemini-2.5-flash', family: 'google', tier: 'fast', coding: 72, cost: 'low' },
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{ pattern: /gemini.*2.*flash.*lite/i,canonical: 'gemini-2-flash-lite', family: 'google', tier: 'fast', coding: 58, cost: 'very-low' },
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{ pattern: /gemini.*2.*flash/i, canonical: 'gemini-2-flash', family: 'google', tier: 'fast', coding: 68, cost: 'low' },
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{ pattern: /gemini.*1\.?5.*pro/i, canonical: 'gemini-1.5-pro', family: 'google', tier: 'strong', coding: 72, cost: 'medium' },
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{ pattern: /gemini.*1\.?5.*flash/i, canonical: 'gemini-1.5-flash', family: 'google', tier: 'fast', coding: 60, cost: 'low' },
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// ── DeepSeek ──────────────────────────────────────────────────────────────
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{ pattern: /deepseek.*r1/i, canonical: 'deepseek-r1', family: 'deepseek', tier: 'strong', coding: 85, cost: 'low' },
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{ pattern: /deepseek.*v3|deepseek.*chat/i, canonical: 'deepseek-v3', family: 'deepseek', tier: 'strong', coding: 82, cost: 'low' },
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// ── Meta / Llama ──────────────────────────────────────────────────────────
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{ pattern: /llama.*4.*maverick/i, canonical: 'llama-4-maverick', family: 'meta', tier: 'strong', coding: 78, cost: 'low' },
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{ pattern: /llama.*4.*scout/i, canonical: 'llama-4-scout', family: 'meta', tier: 'fast', coding: 70, cost: 'very-low' },
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{ pattern: /llama.*3.*405/i, canonical: 'llama-3-405b', family: 'meta', tier: 'strong', coding: 75, cost: 'low' },
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{ pattern: /llama.*3.*70/i, canonical: 'llama-3-70b', family: 'meta', tier: 'fast', coding: 65, cost: 'very-low' },
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{ pattern: /llama.*3.*8/i, canonical: 'llama-3-8b', family: 'meta', tier: 'fast', coding: 50, cost: 'very-low' },
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// ── Mistral ───────────────────────────────────────────────────────────────
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{ pattern: /devstral.*medium/i, canonical: 'devstral-medium', family: 'mistral', tier: 'strong', coding: 82, cost: 'medium' },
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{ pattern: /devstral.*small/i, canonical: 'devstral-small', family: 'mistral', tier: 'fast', coding: 72, cost: 'low' },
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{ pattern: /devstral/i, canonical: 'devstral', family: 'mistral', tier: 'strong', coding: 78, cost: 'low' },
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{ pattern: /magistral.*medium/i, canonical: 'magistral-medium', family: 'mistral', tier: 'strong', coding: 75, cost: 'medium' },
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{ pattern: /magistral.*small/i, canonical: 'magistral-small', family: 'mistral', tier: 'fast', coding: 65, cost: 'low' },
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{ pattern: /mistral.*large/i, canonical: 'mistral-large', family: 'mistral', tier: 'strong', coding: 75, cost: 'medium' },
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{ pattern: /codestral/i, canonical: 'codestral', family: 'mistral', tier: 'strong', coding: 78, cost: 'low' },
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{ pattern: /ministral.*8/i, canonical: 'ministral-8b', family: 'mistral', tier: 'fast', coding: 55, cost: 'very-low' },
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{ pattern: /ministral.*3/i, canonical: 'ministral-3b', family: 'mistral', tier: 'fast', coding: 45, cost: 'very-low' },
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// ── xAI / Grok ───────────────────────────────────────────────────────────
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{ pattern: /grok.*4/i, canonical: 'grok-4', family: 'xai', tier: 'frontier', coding: 92, cost: 'high' },
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{ pattern: /grok.*3.*mini.*fast/i, canonical: 'grok-3-mini-fast', family: 'xai', tier: 'fast', coding: 70, cost: 'low' },
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{ pattern: /grok.*3.*mini/i, canonical: 'grok-3-mini', family: 'xai', tier: 'fast', coding: 72, cost: 'low' },
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{ pattern: /grok.*3.*fast/i, canonical: 'grok-3-fast', family: 'xai', tier: 'strong', coding: 82, cost: 'medium' },
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{ pattern: /grok.*3/i, canonical: 'grok-3', family: 'xai', tier: 'strong', coding: 85, cost: 'medium' },
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{ pattern: /grok.*2/i, canonical: 'grok-2', family: 'xai', tier: 'strong', coding: 75, cost: 'medium' },
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// ── Cohere ────────────────────────────────────────────────────────────────
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{ pattern: /command.*a.*reason/i, canonical: 'command-a-reasoning', family: 'cohere', tier: 'strong', coding: 78, cost: 'medium' },
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{ pattern: /command.*a/i, canonical: 'command-a', family: 'cohere', tier: 'strong', coding: 75, cost: 'medium' },
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{ pattern: /command.*r.*plus/i, canonical: 'command-r-plus', family: 'cohere', tier: 'strong', coding: 70, cost: 'medium' },
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{ pattern: /command.*r7b/i, canonical: 'command-r7b', family: 'cohere', tier: 'fast', coding: 55, cost: 'very-low' },
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{ pattern: /command.*r\b/i, canonical: 'command-r', family: 'cohere', tier: 'fast', coding: 60, cost: 'low' },
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// ── Perplexity ────────────────────────────────────────────────────────────
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{ pattern: /sonar.*deep/i, canonical: 'sonar-deep-research', family: 'perplexity', tier: 'strong', coding: 72, cost: 'medium' },
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{ pattern: /sonar.*pro/i, canonical: 'sonar-pro', family: 'perplexity', tier: 'strong', coding: 68, cost: 'medium' },
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{ pattern: /sonar.*reason/i, canonical: 'sonar-reasoning', family: 'perplexity', tier: 'strong', coding: 70, cost: 'medium' },
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{ pattern: /sonar/i, canonical: 'sonar', family: 'perplexity', tier: 'fast', coding: 60, cost: 'low' },
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// ── Alibaba / Qwen ────────────────────────────────────────────────────────
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{ pattern: /qwen.*3.*235/i, canonical: 'qwen-3-235b', family: 'alibaba', tier: 'strong', coding: 80, cost: 'low' },
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{ pattern: /qwen.*3.*32/i, canonical: 'qwen-3-32b', family: 'alibaba', tier: 'fast', coding: 68, cost: 'very-low' },
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{ pattern: /qwen.*2\.?5.*coder/i, canonical: 'qwen-2.5-coder', family: 'alibaba', tier: 'strong', coding: 78, cost: 'low' },
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{ pattern: /qwen.*coder/i, canonical: 'qwen-coder', family: 'alibaba', tier: 'strong', coding: 75, cost: 'low' },
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{ pattern: /qwen/i, canonical: 'qwen', family: 'alibaba', tier: 'strong', coding: 72, cost: 'low' },
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// ── MiniMax ───────────────────────────────────────────────────────────────
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{ pattern: /minimax/i, canonical: 'minimax', family: 'minimax', tier: 'strong', coding: 70, cost: 'low' },
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// ── ZhipuAI / GLM ────────────────────────────────────────────────────────
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{ pattern: /glm.*4/i, canonical: 'glm-4', family: 'zhipuai', tier: 'strong', coding: 72, cost: 'low' },
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// ── Nvidia / Nemotron ─────────────────────────────────────────────────────
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{ pattern: /nemotron/i, canonical: 'nemotron', family: 'nvidia', tier: 'strong', coding: 70, cost: 'low' },
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// ── Moonshot / Kimi ───────────────────────────────────────────────────────
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{ pattern: /kimi|moonshot/i, canonical: 'kimi', family: 'moonshot', tier: 'strong', coding: 68, cost: 'low' },
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// ── Cerebras ──────────────────────────────────────────────────────────────
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{ pattern: /cerebras/i, canonical: 'cerebras', family: 'cerebras', tier: 'fast', coding: 65, cost: 'low' },
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// ── StepFun ───────────────────────────────────────────────────────────────
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{ pattern: /step/i, canonical: 'step', family: 'stepfun', tier: 'strong', coding: 65, cost: 'low' },
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// ── Inception / Mercury ───────────────────────────────────────────────────
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{ pattern: /mercury/i, canonical: 'mercury', family: 'inception', tier: 'strong', coding: 72, cost: 'low' },
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];
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const COST_LABELS = { 'very-low': '$', 'low': '$$', 'medium': '$$$', 'high': '$$$$', 'very-high': '$$$$$' };

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