42 lines
2.0 KiB
Markdown
42 lines
2.0 KiB
Markdown
# Admin-AI Model Pricing & Selection Guide
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**Research date:** July 10, 2026
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## Current Model Costs (non-OpenRouter models in admin-ai)
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| Model | Input $/1M tok | Output $/1M tok | Best For |
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|---|---|---|---|
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| **gemini-flash-latest** | $0.08–0.30 | $0.30–2.50 | Fast, cheap, vision capable — quick Q&A |
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| **deepseek-chat** (V3) | $0.14 | $0.28 | Default generalist — what Sho'Nuff ran on |
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| **deepseek-v4-flash** | ~$0.15 | ~$0.30 | Fast coding tasks |
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| **deepseek/deepseek-coder** | $0.14 | $0.28 | Code-specific |
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| **deepseek-v4-pro** | $0.435 | $0.87 | Strong reasoning, subagent primary — current |
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| **deepseek/deepseek-reasoner** (R1) | $0.55 | $2.19 | Deep reasoning |
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| **claude-haiku-4-5** | $1.00 | $5.00 | Fast Anthropic, vision |
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| **gemini-pro-latest** | $1.25 | $5.00 | Strong vision, multimodal — current vision model |
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| **claude-sonnet-4-6** | $3.00 | $15.00 | Balanced Anthropic |
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| **gpt-5.5** | $5.00 | $30.00 | OpenAI flagship |
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| **claude-opus-4-8** | $5.00 | $25.00 | Best reasoning, vision |
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## Cost Multiplier vs deepseek-chat
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- deepseek-chat: **1×** baseline
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- deepseek-v4-pro: ~3×
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- gemini-flash: ~1–2×
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- claude-haiku: ~7–18×
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- claude-sonnet: ~21–54×
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- claude-opus: ~36–89×
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- gpt-5.5: ~36–107×
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## Recommended Models to Add
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| Model | Cost | Provider | Why |
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|---|---|---|---|
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| **Qwen 3.5 27B** | ~$0.35 / $0.35 | Together AI / Groq | Best coding per dollar. SWE-bench 77% |
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| **Mistral Small** | $0.10 / $0.30 | Mistral | Cheapest general-purpose |
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| **Llama 4 70B** | ~$0.60 / $0.90 | Together / Groq | 1M context open-weight generalist |
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| **GPT-5.5 Mini** | $1.50 / $6.00 | OpenAI | Budget GPT |
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| **Gemini 3.1 Flash-Lite** | $0.10 / $0.40 | Google | Cheapest 1M context |
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| **Grok 4 Mini** | $0.30 / $0.50 | xAI | Budget Grok |
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The AI server already has a `groq/qwen/qwen3-32b` model — Qwen 3.5 27B would be through Together AI for maximum availability. One Together AI API key (~$5 free credit) unlocks Qwen, Llama 4, and Mistral through a single provider.
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