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Powered by Payloop — LLM Cost Intelligence
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WI

Will

Tier 1 (Hot)Unclaimed Profile

@0xstackforge

Software Engineer with production experience in AI agents and conversational systems.

Working from home United States 114 followers 58 stars On GitHub since 2024
Orgs:
ME
williamgb.me@gmail.com

Analyzed just now

LLM Providers

3

Models Detected

3

AI Repos

3

Est. Monthly Cost

$146.7

AI Sophistication
50%

Basic API

Direct LLM API calls

Frameworks

Using LLM frameworks (LangChain, etc.)

Embeddings

Embedding models for semantic search

RAG

Retrieval-augmented generation with vector stores

Agents

Autonomous agent frameworks

Multi-Provider

Using 3+ LLM providers

Architecture Overview

LLM Providers

AWS BedrockOpenAIHuggingFace

Models

claude-4-sonnetgpt-4o
Provider Usage Across Repos
OpenAI2 repos
sambanova-copilotopenapi-spec-generator
AWS Bedrock1 repo
Kickin-it-v1
HuggingFace1 repo
Model Diversity
3 models

Anthropic

claude-4-sonnet(1)

OpenAI

gpt-4o(2)

Meta

llama-3.3-70b(1)
Interactive Cost Calculator

Estimate costs using published model pricing and your own volume inputs.

Model

Daily API Calls

1,000
10100K

Avg Tokens per Request

1,000
10010,000

claude-4-sonnet pricing

Input: $3/1M tokens  ·  Output: $15/1M tokens

These estimates use published model pricing. Actual costs depend on your call volume, prompt length, and response size.

llama-3.3-70b

Vector Stores

Chroma
openapi-spec-generator