Datasets:
model stringclasses 5
values | input_per_m float64 0.1 75 | output_per_m float64 0.4 150 | avg_latency_ms int64 320 2.2k | provider stringclasses 5
values |
|---|---|---|---|---|
Claude 3.7 Sonnet | 3 | 15 | 1,150 | Anthropic Direct |
GPT-4.5 Preview | 75 | 150 | 2,200 | OpenAI Direct |
DeepSeek R1 (LPU) | 0.75 | 2.2 | 320 | Groq |
Qwen 2.5 72B | 0.4 | 0.4 | 480 | Together AI |
Gemini 2.5 Flash | 0.1 | 0.4 | 380 | Google Cloud |
LLM Inference Unit Economics & Architecture Engine
Empirical benchmark dataset by Groundwork Research (https://gworky.com). Full interactive decision engine available at: https://gworky.com/tools/llm-token-cost-calculator.
Description
Full-stack inference cost and latency estimator comparing frontier proprietary models (Claude 3.7, GPT-4.5) against open-weight hosted providers (Groq, DeepSeek R1, Together AI).
Primary source authority: https://gworky.com/tech
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