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GPT-4.1 vs Nemotron 3 Ultra

Detailed technical comparison between GPT-4.1 (OpenAI) and Nemotron 3 Ultra (Nvidia). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

GPT-4.1: 0 WinsvsNemotron 3 Ultra: 6 Wins
Context Leader

GPT-4.1

1,047,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Nemotron 3 Ultra

$0.50 / MTok
OpenAIactive

GPT-4.1

GPT-4.1 is a flagship large language model optimized for advanced instruction following, real-world software engineering, and long-context reasoning. It supports a 1 million token context window and outperforms GPT-4o and...

View GPT-4.1 Full Specs โ†’
Nvidiaactive

Nemotron 3 Ultra

NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...

View Nemotron 3 Ultra Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationGPT-4.1Nemotron 3 Ultra
ProviderOpenAINvidia
Context Window1,047,576 tokens๐Ÿ†512,288 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)250 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2025-04-142026-06-04

API Pricing Comparison

Input Price per Million Tokens

GPT-4.1

$2.00

Nemotron 3 Ultra

$0.50

Output Price per Million Tokens

GPT-4.1

$8.00

Nemotron 3 Ultra

$2.20

๐Ÿ’ก Cost Ratio: Nemotron 3 Ultra is 4.0x cheaper per input token than GPT-4.1.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0โ€“100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
81.0%vs87.8%+6.8% Nemotron 3 Ultra
GPT-4.1
Nemotron 3 Ultra ๐Ÿ†
HumanEvalPython coding & logic synthesis
79.2%vs87.0%+7.8% Nemotron 3 Ultra
GPT-4.1
Nemotron 3 Ultra ๐Ÿ†
MATHComplex mathematical problem solving
56.4%vs68.2%+11.8% Nemotron 3 Ultra
GPT-4.1
Nemotron 3 Ultra ๐Ÿ†
GPQAGraduate-level expert reasoning
38.4%vs49.6%+11.2% Nemotron 3 Ultra
GPT-4.1
Nemotron 3 Ultra ๐Ÿ†
HellaSwagCommonsense reasoning and inference
80.6%vs85.4%+4.8% Nemotron 3 Ultra
GPT-4.1
Nemotron 3 Ultra ๐Ÿ†
MT-BenchMulti-turn conversation flow quality
8.7%vs9.1%+0.5% Nemotron 3 Ultra
GPT-4.1
Nemotron 3 Ultra ๐Ÿ†

GPT-4.1 Quirks & Gotchas

  • โ–ธStrong tool-calling reliability โ€” good migration path from GPT-4o
  • โ–ธMigrate to GPT-5 for larger context window and improved reasoning

Nemotron 3 Ultra Quirks & Gotchas

No developer gotchas reported.

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