Real ChatGPT answer · index seed27De9xHGMVQcompleteB2B software · AI and automation toolslocal

Need the latest pricing and sign-up links for top-tier LLM inference infrastructure providers that offer developer credits for recent college graduates.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Need the latest pricing and sign-up links for top-tier LLM inference infrastructure providers that offer developer credits for recent college graduates.
2 real searches · 1 real-search pass
2026 LLM inference providers pricing developer credits recent college graduates graduate program Together AI Fireworks AI Groq DeepInfra Modal Baseten ReplicateGoogle ↗
OBSERVEDOther / navigational
LLM inference API pricing 2026 Together AI Fireworks Groq DeepInfra pricing pagesGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 LLM inference providers pricing developer credits recent college graduates graduate program Together AI Fireworks AI Groq DeepInfra Modal Baseten Replicate Google ↗
LLM inference API pricing 2026 Together AI Fireworks Groq DeepInfra pricing pages Google ↗
  1. Fireworks developer signup · fireworks.ai
  2. AMD + Fireworks credit program · fireworks.ai
  3. Official pricing · fireworks.ai
  4. Inference providers compared: price, speed, models · continuumcode.ai
  5. Create Modal account · modal.com
  6. Official Modal pricing and programs · modal.com
  7. Plan Pricing · modal.com
  8. GroqCloud console · console.groq.com
  9. Groq developer credits · console.groq.com
  10. Model pricing and availability · console.groq.com
  11. Billing FAQs · console.groq.com
  12. Baseten signup · baseten.co
  13. Official pricing · baseten.co
  14. DeepInfra signup · deepinfra.com
  15. Official model pricing · deepinfra.com
  16. Together AI developer platform · api.together.ai
  17. Apply to Startup Accelerator · together.ai
  18. Official pricing · together.ai
  19. Startup Accelerator · together.ai
  20. Developer program · amd.com
  21. Startup credits · aws.amazon.com
  22. Google Cloud startup credits · cloud.google.com
  23. Developer program · developer.nvidia.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 LLM inference providers pricing developer credits recent college graduates graduate program Together AI Fireworks AI Groq DeepInfra Modal Baseten Replicate
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LLM inference API pricing 2026 Together AI Fireworks Groq DeepInfra pricing pages
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1