Source-tracked model comparison

When does GPT-4o Mini cost less than GPT-4o for a support workload?

Compare verified pricing and model limits for routing routine and complex OpenAI requests. The cost example uses a customer support chatbot workload and does not assume equal model quality.

Direct cost answer: GPT-4o mini is estimated at $37.20 per month and GPT-4o at $620.00 for 1,200 input tokens, 350 output tokens, and 100,000 monthly requests. GPT-4o mini is $582.80 lower under these assumptions. This does not identify a quality winner.
high priorityactiveSources checked 2026-07-13 / 2026-07-13
Tracked facts

Pricing and model limits

Prices are USD per 1M tokens under each model's verified default profile.

FieldGPT-4o miniGPT-4o
ProviderOpenAIOpenAI
API model IDgpt-4o-minigpt-4o
Input / 1M$0.15$2.50
Cached input / 1M$0.075$1.25
Output / 1M$0.60$10.00
Context window128,000 tokens128,000 tokens
Maximum output16,384 tokens16,384 tokens
Accepted inputtext, imagetext, image
Example workload

Customer support chatbot cost scenario

1,200 input and 350 output tokens per request, 100,000 monthly requests, and 20% cached input.

OpenAI

GPT-4o mini

$37.20 / month
Input cost
$16.20
Output cost
$21.00
Per 1,000 calls
$0.372
Pricing profile
standard
View model details
OpenAI

GPT-4o

$620.00 / month
Input cost
$270.00
Output cost
$350.00
Per 1,000 calls
$6.20
Pricing profile
standard
View model details

Cost result: GPT-4o mini is $582.80 lower per month for these assumptions. This is a price comparison, not a model-quality ranking.

StackLens assessment

Questions to answer before choosing

  • Which request types actually need the higher-cost model?
  • Can a confidence rule route uncertain cases upward?
  • Does shorter output preserve the required support quality?
Workload caveat

What this estimate leaves out

This estimate excludes retrieval, embeddings, moderation, tool calls, storage, and human support costs.

Latency, reliability, output quality, retries, regional processing, and provider-specific tool charges can change the practical decision.