Real ChatGPT answer · index seedIxgnDSb3GKIcompleteB2B software · AI and automation toolscommercial

Are there any open source alternatives to expensive proprietary LLM token budget management tools that I can self host cheaply

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any open source alternatives to expensive proprietary LLM token budget management tools that I can self host cheaply
2 real searches · 1 real-search pass
open source self hosted LLM token budget management quota cost tracking proxy LiteLLM Portkey alternatives Helicone Langfuse 2026Google ↗
OBSERVED
GitHub open source LLM gateway budgets rate limits token tracking self hosted LiteLLM LangfuseGoogle ↗
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
open source self hosted LLM token budget management quota cost tracking proxy LiteLLM Portkey alternatives Helicone Langfuse 2026 Google ↗
GitHub open source LLM gateway budgets rate limits token tracking self hosted LiteLLM Langfuse Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
open source self hosted LLM token budget management quota cost tracking proxy LiteLLM Portkey alternatives Helicone Langfuse 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GitHub open source LLM gateway budgets rate limits token tracking self hosted LiteLLM Langfuse
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1