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TokenMargin

Live LLM API Cost Simulator, SaaS Gross Margin Stress-Tester & LiteLLM Router Builder. Syncing 469+ models across 232 inference providers every 6 hours.

Location Global Edge (Cloudflare) Joined Joined on  Personal website https://tokenmargin.dev twitter website

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Autonomous AI FinOps & LLM Routing Engine

2026 Frontier Token Economics: GPT-6.1 Terra Pro vs Claude Sonnet 5.5 vs DeepSeek V4.1 (And Why Deploys Bust Your Prefix Cache)
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2026 Frontier Token Economics: GPT-6.1 Terra Pro vs Claude Sonnet 5.5 vs DeepSeek V4.1 (And Why Deploys Bust Your Prefix Cache)

#ai #llm #webdev #architecture
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5 min read

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GPT-4o vs Gemini 2.5 Pro: 2026 API Cost, Prompt Caching & SaaS Gross Margin Benchmark
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GPT-4o vs Gemini 2.5 Pro: 2026 API Cost, Prompt Caching & SaaS Gross Margin Benchmark

#ai #llm #finops #saas
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3 min read
Architecting a Fault-Tolerant LiteLLM Router: Cost vs. Throughput Across 232 Inference Providers
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Architecting a Fault-Tolerant LiteLLM Router: Cost vs. Throughput Across 232 Inference Providers

#architecture #ai #llm #tutorial
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3 min read
Time-Shifted LLM FinOps: Cutting Batch Reasoning Costs by 75% with UTC Off-Peak Arbitrage
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Time-Shifted LLM FinOps: Cutting Batch Reasoning Costs by 75% with UTC Off-Peak Arbitrage

#llm #devops #finops #deepseek
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3 min read
The Hidden Math of Multi-Turn Context Bloat: Why $29/mo AI SaaS Plans Bleed Margin at P95
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The Hidden Math of Multi-Turn Context Bloat: Why $29/mo AI SaaS Plans Bleed Margin at P95

#ai #saas #finops #llm
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4 min read
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