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GPT Chat Latest vs NVIDIA: Nemotron 3 Ultra: API Cost Comparison

Compare the API pricing, context windows, features, and real-world cost projections for GPT Chat Latest (OpenAI) and NVIDIA: Nemotron 3 Ultra (Nvidia NIM). Use the interactive calculator below to compute your exact monthly cost based on your token usage and request volume.

Prices verified Jun 26, 2026

Interactive Cost Calculator

OpenAIGPT Chat LatestNvidia NIMNVIDIA: Nemotron 3 Ultra

Fills in typical token counts for a workload type

Tokens in each prompt sent to the model

Tokens generated in each response

Total API calls per month

Showing costs for 2 models. Cheapest: NVIDIA: Nemotron 3 Ultra at $16.00/month.

Cheapest: NVIDIA: Nemotron 3 Ultra at $16.00/mo — save 92.0% vs GPT Chat Latest
Alert
BestNVIDIA: Nemotron 3 Ultra
Nvidia NIM$16.00$0.001600$5.00$11.0092.0%Alerts coming soon
GPT Chat Latest
OpenAI$200.00$0.020000$50.00$150.00Alerts coming soon

Monthly Cost Comparison

Price Comparison at a Glance

All prices are in USD per 1 million tokens ($/M tokens). Lower is cheaper.

Pricing TypeGPT Chat LatestNVIDIA: Nemotron 3 UltraCheaper
Input (standard)$5.00/M$0.50/MNVIDIA: Nemotron 3 Ultra
Output$30.00/M$2.20/MNVIDIA: Nemotron 3 Ultra

Prices last verified: 2026-05-06 – 2026-06-26

Cost Breakdown by Usage Volume

Estimated monthly costs at different request volumes, assuming 1,000 input tokens and 500 output tokens per request. Adjust in the calculator above for your specific use case.

VolumeGPT Chat LatestMonthlyNVIDIA: Nemotron 3 UltraMonthlyGPT Chat LatestPer requestNVIDIA: Nemotron 3 UltraPer request
1K requests/mo$20.00$1.60$0.020000$0.001600
10K requests/mo$200.00$16.00$0.020000$0.001600
100K requests/mo$2,000.00$160.00$0.020000$0.001600
1M requests/mo$20,000.00$1,600.00$0.020000$0.001600

Green values indicate the lower-cost option at each volume tier. Cost per request is calculated at 1,000 input + 500 output tokens using standard (non-batch, non-cached) pricing.

When to Choose GPT Chat Latest

by OpenAI

  • General chatbot

Input / 1M tokens

$5.00/M

Output / 1M tokens

$30.00/M

Context window

400,000

Tier

premium

When to Choose NVIDIA: Nemotron 3 Ultra

by Nvidia NIM

  • General chatbot

Input / 1M tokens

$0.50/M

Output / 1M tokens

$2.20/M

Context window

1,000,000

Tier

budget

Key Differences Beyond Price

Cost is only one factor in choosing an AI model. Context window size, rate limits, supported features, and latency all affect whether a model fits your use case.

CapabilityGPT Chat LatestNVIDIA: Nemotron 3 Ultra
Context window400,000 tokens1,000,000 tokens
Max output tokens128,000 tokens16,384 tokens
Performance tierPremiumBudget
Vision / image inputYesNo
Function callingYesYes
JSON modeYesYes
Prompt cachingNoNo
Batch API (50% discount)NoNo
Extended reasoningNoYes
Fine-tuningNoNo

Frequently Asked Questions

Is GPT Chat Latest cheaper than NVIDIA: Nemotron 3 Ultra?

At standard usage (1,000 input tokens, 500 output tokens, 100,000 requests/month), NVIDIA: Nemotron 3 Ultra costs $160.00/month versus $2,000.00/month for GPT Chat Latest — a 92% saving. Your actual savings will vary based on your token profile; output-heavy workloads amplify differences in output pricing.

Which model has a larger context window, GPT Chat Latest or NVIDIA: Nemotron 3 Ultra?

NVIDIA: Nemotron 3 Ultra has a larger context window at 1,000,000 tokens, compared to 400,000 tokens for GPT Chat Latest. A larger context window is important for processing long documents, multi-turn conversations, or large codebases without truncation.

Do GPT Chat Latest and NVIDIA: Nemotron 3 Ultra support the Batch API?

Neither GPT Chat Latest nor NVIDIA: Nemotron 3 Ultra currently supports a batch API with discounted pricing. For batch-eligible alternatives, consider models from OpenAI, Anthropic, or Google that include batch API support.

Which model offers better prompt caching?

Neither GPT Chat Latest nor NVIDIA: Nemotron 3 Ultra currently supports prompt caching. For prompt-caching capable alternatives, consider Claude models from Anthropic or GPT-4o from OpenAI.

What are the best use cases for GPT Chat Latest vs NVIDIA: Nemotron 3 Ultra?

Both models are well-suited for General chatbot. GPT Chat Latest is particularly strong for overlapping tasks. NVIDIA: Nemotron 3 Ultra is favored for similar workflows. At the same quality level, the lower-cost model is usually preferable; use this page's calculator to compare total monthly spend at your volume.

What is the cost per request for GPT Chat Latest vs NVIDIA: Nemotron 3 Ultra?

At 1,000 input tokens and 500 output tokens per request — a typical conversational workload — GPT Chat Latest costs $0.020000 per request and NVIDIA: Nemotron 3 Ultra costs $0.001600 per request. At 100,000 requests/month, that translates to $2,000.00 and $160.00 respectively. Use the interactive calculator to adjust these parameters for your actual workload.

GPT Chat Latest vs NVIDIA: Nemotron 3 Ultra: Summary

When comparing GPT Chat Latest and NVIDIA: Nemotron 3 Ultra for API cost, the right choice depends on your workload's token profile, required features, and tolerance for latency. NVIDIA: Nemotron 3 Ultra offers lower total cost at standard usage volumes (1,000 input + 500 output tokens per request at 100,000 requests/month) at $160.00/month, compared to $2,000.00/month for GPT Chat Latest.

Both models are priced in USD per million tokens, the standard unit across all major AI API providers. GPT Chat Latest charges $5.00/M for input tokens and $30.00/M for output tokens. NVIDIA: Nemotron 3 Ultra charges $0.50/M input and $2.20/M output. If your workload is output-heavy (more tokens generated than consumed as input), the model with the lower output price compounds cost savings significantly at scale.

Context window capacity differs between the two: NVIDIA: Nemotron 3 Ultra supports up to 1,000,000 tokens in a single request, versus 400,000 tokens for GPT Chat Latest. A larger context window is essential for document summarization, large codebase analysis, and multi-document retrieval-augmented generation (RAG) applications.

Use the interactive calculator at the top of this page to enter your actual token usage and monthly request volume for a precise cost comparison tailored to your workload. Adjust for batch API discounts and prompt caching to find the most cost-effective option for your specific deployment.

Explore other model comparisons from the same providers or performance tiers.

Related Provider Pages

View complete pricing tables and model lineups for the providers behind these models.

Relevant Use Cases

See cost recommendations for workloads where GPT Chat Latest or NVIDIA: Nemotron 3 Ultra is recommended.