Help me compare the latency and cost of OpenAI API pricing tiers versus running open source models locally for a retiree writing a memoir.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Help me compare the latency and cost of OpenAI API pricing tiers versus running open source models locally for a retiree writing a memoir.
3 real searches · 1 real-search pass
OpenAI API pricing official GPT-5 GPT-4.1 pricing October 2026 input output tokensGoogle ↗
OBSERVEDOther / navigational
Ollama hardware requirements local inference latency memory models guide 2026Google ↗
OBSERVEDInstruction
LM Studio local LLM hardware requirements Apple Silicon memory guideGoogle ↗
OBSERVEDInstruction
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). 3 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 API pricing official GPT-5 GPT-4.1 pricing October 2026 input output tokens Google ↗
Ollama hardware requirements local inference latency memory models guide 2026 Google ↗
LM Studio local LLM hardware requirements Apple Silicon memory guide Google ↗
- Ollama website · ollama.com
- System Requirements · lmstudio.ai
- Welcome to LM Studio Docs! · lmstudio.ai
- GitHub - algoryunov/llm-local-inference-sheet: Benchmarking local LLM runtimes (llama.cpp, MLX-LM, Ollama) on Apple Silicon · github.com
- Ollama is now powered by MLX on Apple Silicon in preview · ollama.com
- Data controls in the OpenAI platform · developers.openai.com
- Sharing feedback, evaluation and fine-tuning data, and API inputs and outputs with OpenAI · help.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI API pricing official GPT-5 GPT-4.1 pricing October 2026 input output tokens OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Ollama hardware requirements local inference latency memory models guide 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
LM Studio local LLM hardware requirements Apple Silicon memory guide OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |