What are the real-world cost savings of migrating from GPT-4o API calls to fine-tuned open source models for repetitive text extraction tasks?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the real-world cost savings of migrating from GPT-4o API calls to fine-tuned open source models for repetitive text extraction tasks?
3 real searches · 1 real-search pass
OpenAI GPT-4o API pricing input output tokens official pricing 2026Google ↗
OBSERVEDOther / navigational
open source LLM inference pricing Llama 3.1 8B hosted API per million tokens pricing 2026Google ↗
OBSERVEDComparison
GPU cloud hourly pricing NVIDIA L4 A10 2026 inference hostingGoogle ↗
OBSERVEDComparison
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.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
OpenAI GPT-4o API pricing input output tokens official pricing 2026 Google ↗
open source LLM inference pricing Llama 3.1 8B hosted API per million tokens pricing 2026 Google ↗
GPU cloud hourly pricing NVIDIA L4 A10 2026 inference hosting Google ↗
- GPT-4o Model · developers.openai.com
- Inference Pricing · iframe.ai
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI GPT-4o API pricing input output tokens official pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
open source LLM inference pricing Llama 3.1 8B hosted API per million tokens pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GPU cloud hourly pricing NVIDIA L4 A10 2026 inference hosting OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |