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How do API rate limits and token costs compare between fine-tuning a custom GPT-4o model versus hosting a quantized Llama 3 on AWS Bedrock?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do API rate limits and token costs compare between fine-tuning a custom GPT-4o model versus hosting a quantized Llama 3 on AWS Bedrock?
2 real searches · 1 real-search pass
OpenAI GPT-4o fine-tuning pricing per token training pricing rate limits tokens per minute 2026 officialGoogle ↗
OBSERVED
AWS Bedrock Meta Llama 3 pricing per input output token quotas rate limits custom model import quantized official 2026Google ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
OpenAI GPT-4o fine-tuning pricing per token training pricing rate limits tokens per minute 2026 official Google ↗
AWS Bedrock Meta Llama 3 pricing per input output token quotas rate limits custom model import quantized official 2026 Google ↗
  1. Fine-tuning now available for GPT-4o · openai.com
  2. Pricing · developers.openai.com
  3. GPT-4o Model · developers.openai.com
  4. Amazon Bedrock endpoints and quotas · docs.aws.amazon.com
  5. Quotas for the bedrock-runtime endpoint · docs.aws.amazon.com
  6. Quotas for Amazon Bedrock · docs.aws.amazon.com
  7. Amazon Bedrock Pricing · aws.amazon.com
  8. Amazon Bedrock Pricing · aws.amazon.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI GPT-4o fine-tuning pricing per token training pricing rate limits tokens per minute 2026 official
OBSERVED
Google ↗
AI Mode ↗
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of 1
AWS Bedrock Meta Llama 3 pricing per input output token quotas rate limits custom model import quantized official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1