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GPT-4.1 Nano vs Nemotron 3 Super

Nemotron 3 Super leads GPT-4.1 Nano on the Artificial Analysis Intelligence Index, 12.8 to 7.8, at about the same output price ($0.45 vs $0.40 per million). Updated October 23, 2026; 32 benchmarks have a result for both.

Replace GPT-4.1 Nano Replace Nemotron 3 Super
GPT-4.1 NanoOpenAI
Coding
No data
Overall
24.7
Output $/M
$0.40
0
Nemotron 3 SuperNVIDIA
Coding
No data
Overall
No data
Output $/M
$0.45
32
vs boards won of 32 shared

GPT-4.1 Nano or Nemotron 3 Super: which to pick

Neither model has a coding score yet, so the two cannot be ranked on coding.

Pick GPT-4.1 Nano for output tokens 1.1x cheaper ($0.40 vs $0.45 per million) and a larger context window (1.05M against 262K tokens).

Model AGPT-4.1 NanoOpenAINot benchmarkedNo coding benchmarkNo cost per solved taskModel BNemotron 3 SuperNVIDIANot benchmarkedNo coding benchmarkNo cost per solved task
Shared results
32
GPT-4.1 Nano only
39
Nemotron 3 Super only
7
Like-for-like categories
7 of 9

Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.

Which one for your work

Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.

At a glance

Coding index
GPT-4.1 Nano not benchmarked, Nemotron 3 Super not benchmarked.
Widest category
Agentic work, 50.6 points apart on average over 1 shared benchmark.
Widest single gap
τ²-Bench Telecom: GPT-4.1 Nano 17.3% against Nemotron 3 Super 67.8%, 50.6 points apart on a 0 to 100 scale.
Output price
GPT-4.1 Nano $0.40 against Nemotron 3 Super $0.45 per million output tokens, 1.1x apart.
Context window
GPT-4.1 Nano takes 1.05M tokens, Nemotron 3 Super 262K.

Benchmark by benchmark

First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.

Boards won, where both have a result
CategoryGPT-4.1 NanoBarsNemotron 3 SuperTies
Coding05
Intelligence01
Agentic work01
Reasoning05
Math02
Knowledge04
General014
All shared boards032
CodingLike-for-likeSix of these boards feed the Vibe Coding Index05
Coding benchmarks for GPT-4.1 Nano and Nemotron 3 Super
BenchmarkGPT-4.1 NanoNemotron 3 SuperLeader
Aider polyglot8.9%Not measuredOnly GPT-4.1 Nano measured
AA Coding Index11.137.7Nemotron 3 Super
LiveCodeBench (Vals AI)42.7%Not measuredOnly GPT-4.1 Nano measured
LiveCodeBench (Artificial Analysis run)32.6%Not measuredOnly GPT-4.1 Nano measured
SciCodeNot measured36.2%Only Nemotron 3 Super measured
Terminal-Bench Hard (Artificial Analysis run)3.8%28.8%Nemotron 3 Super
WeirdML19.0%38.0%Nemotron 3 Super
ALE-BenchNot measured213.9Only Nemotron 3 Super measured
LMArena Text: coding13051404Nemotron 3 Super
LMArena Text: software and IT13051409Nemotron 3 Super
Neither model has a result on the other 33 boards here
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index01
Intelligence benchmarks for GPT-4.1 Nano and Nemotron 3 Super
BenchmarkGPT-4.1 NanoNemotron 3 SuperLeader
AA Intelligence Index7.812.8Nemotron 3 Super
Epoch Capabilities Index129.5Not measuredOnly GPT-4.1 Nano measured
Agentic workLike-for-likePublic boards, shown as published, kept out of the index01
Agentic work benchmarks for GPT-4.1 Nano and Nemotron 3 Super
BenchmarkGPT-4.1 NanoNemotron 3 SuperLeader
AA Agentic IndexNot measured1.7Only Nemotron 3 Super measured
τ²-Bench Telecom17.3%67.8%Nemotron 3 Super
Berkeley Function Calling Leaderboard (BFCL)33.1%Not measuredOnly GPT-4.1 Nano measured
Neither model has a result on the other 39 boards here
ReasoningLike-for-likePublic boards, shown as published, kept out of the index05
Reasoning benchmarks for GPT-4.1 Nano and Nemotron 3 Super
BenchmarkGPT-4.1 NanoNemotron 3 SuperLeader
GPQA Diamond50.8%Not measuredOnly GPT-4.1 Nano measured
MMMU Pro (Vals AI)55.0%Not measuredOnly GPT-4.1 Nano measured
GPQA Diamond (Artificial Analysis run)51.2%80.0%Nemotron 3 Super
Humanity's Last Exam (Artificial Analysis run)3.8%20.8%Nemotron 3 Super
GPQA Diamond (Epoch AI run)48.9%Not measuredOnly GPT-4.1 Nano measured
ARC-AGI0.0%Not measuredOnly GPT-4.1 Nano measured
ARC-AGI-20.0%Not measuredOnly GPT-4.1 Nano measured
Chess puzzles0.0%Not measuredOnly GPT-4.1 Nano measured
LMArena Text: hard prompts12861386Nemotron 3 Super
LMArena Text: expert12721398Nemotron 3 Super
LMArena Text: hard prompts in English12921397Nemotron 3 Super
Kagi LLM Benchmark33.3%Not measuredOnly GPT-4.1 Nano measured
Neither model has a result on the other 11 boards here
MathLike-for-likePublic boards, shown as published, kept out of the index02
Math benchmarks for GPT-4.1 Nano and Nemotron 3 Super
BenchmarkGPT-4.1 NanoNemotron 3 SuperLeader
AIME26.5%Not measuredOnly GPT-4.1 Nano measured
MATH 500 (Vals AI)80.2%Not measuredOnly GPT-4.1 Nano measured
MGSM (Vals AI)69.3%Not measuredOnly GPT-4.1 Nano measured
AA Math Index24.0Not measuredOnly GPT-4.1 Nano measured
AIME 2025 (Artificial Analysis run)24.0%Not measuredOnly GPT-4.1 Nano measured
OTIS Mock AIME28.9%Not measuredOnly GPT-4.1 Nano measured
MATH level 570.0%Not measuredOnly GPT-4.1 Nano measured
LMArena Text: math12741380Nemotron 3 Super
LMArena Text: mathematical work12741405Nemotron 3 Super
MathArenaNot measured16.6%Only Nemotron 3 Super measured
Neither model has a result on the other 4 boards here
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index04
Knowledge benchmarks for GPT-4.1 Nano and Nemotron 3 Super
BenchmarkGPT-4.1 NanoNemotron 3 SuperLeader
MMLU Pro63.5%Not measuredOnly GPT-4.1 Nano measured
LegalBench (Vals AI)61.1%Not measuredOnly GPT-4.1 Nano measured
CorpFin (Vals AI)42.1%Not measuredOnly GPT-4.1 Nano measured
TaxEval (Vals AI)60.8%Not measuredOnly GPT-4.1 Nano measured
MortgageTax (Vals AI)52.8%Not measuredOnly GPT-4.1 Nano measured
MedQA (Vals AI)68.2%Not measuredOnly GPT-4.1 Nano measured
MMLU Pro (Artificial Analysis run)65.7%Not measuredOnly GPT-4.1 Nano measured
SimpleQA Verified6.0%Not measuredOnly GPT-4.1 Nano measured
LMArena Text: science12971388Nemotron 3 Super
LMArena Text: medicine and healthcare12761383Nemotron 3 Super
LMArena Text: legal and government13001392Nemotron 3 Super
LMArena Text: business and finance12661364Nemotron 3 Super
Neither model has a result on the other 8 boards here
Web designDirectional onlyPublic boards, shown as published, kept out of the index6 boards, none shared
Web design benchmarks for GPT-4.1 Nano and Nemotron 3 Super
BenchmarkGPT-4.1 NanoNemotron 3 SuperLeader
Design Arena: websites973Not measuredOnly GPT-4.1 Nano measured
Design Arena: UI components913Not measuredOnly GPT-4.1 Nano measured
Design Arena: game dev970Not measuredOnly GPT-4.1 Nano measured
Design Arena: data viz891Not measuredOnly GPT-4.1 Nano measured
Design Arena: 3D926Not measuredOnly GPT-4.1 Nano measured
Design Arena: all code categories962Not measuredOnly GPT-4.1 Nano measured
Neither model has a result on the other 3 boards here
GeneralLike-for-likePublic boards, shown as published, kept out of the index014
General benchmarks for GPT-4.1 Nano and Nemotron 3 Super
BenchmarkGPT-4.1 NanoNemotron 3 SuperLeader
IFBench32.0%71.5%Nemotron 3 Super
Long context reasoning (AA-LCR)20.3%65.7%Nemotron 3 Super
DTBench52.5%Not measuredOnly GPT-4.1 Nano measured
LMCA5.5%Not measuredOnly GPT-4.1 Nano measured
Fiction.LiveBench25.0%Not measuredOnly GPT-4.1 Nano measured
LMArena Text12851378Nemotron 3 Super
LMArena Text: instruction following12661347Nemotron 3 Super
LMArena Text: creative writing12601317Nemotron 3 Super
LMArena Vision1063Not measuredOnly GPT-4.1 Nano measured
LMArena Text: English13031400Nemotron 3 Super
LMArena Text: non-English12601356Nemotron 3 Super
LMArena Text: Chinese12701432Nemotron 3 Super
LMArena Text: German12881341Nemotron 3 Super
LMArena Text: Japanese1198Not measuredOnly GPT-4.1 Nano measured
LMArena Text: FrenchNot measured1403Only Nemotron 3 Super measured
LMArena Text: SpanishNot measured1418Only Nemotron 3 Super measured
LMArena Text: Russian12611336Nemotron 3 Super
LMArena Text: PolishNot measured1346Only Nemotron 3 Super measured
LMArena Text: multi-turn12771369Nemotron 3 Super
LMArena Text: longer queries12821362Nemotron 3 Super
LMArena Text: writing and language12611331Nemotron 3 Super
LMArena Text: entertainment and media12431336Nemotron 3 Super
LMArena Vision: English1101Not measuredOnly GPT-4.1 Nano measured
Neither model has a result on the other 25 boards here
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
Image generation benchmarks for GPT-4.1 Nano and Nemotron 3 Super
BenchmarkGPT-4.1 NanoNemotron 3 SuperLeader
Neither model has a result on 5 boards here

What each workload costs

Three fixed token mixes at each model's listed price, so per-token rates become a bill.

Chat turn

1K input + 500 output tokens

GPT-4.1 Nano$0.0003Fits in one request
Nemotron 3 Super$0.0003Fits in one request

GPT-4.1 Nano costs less

Repository review

50K input + 3K output tokens

GPT-4.1 Nano$0.0062Fits in one request
Nemotron 3 Super$0.0056Fits in one request

Nemotron 3 Super costs less

Agent loop

200K input + 10K output tokens

GPT-4.1 Nano$0.024Fits in one request
Nemotron 3 Super$0.021Fits in one request

Nemotron 3 Super costs less

Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.

Specification differences

The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.

Specifications of GPT-4.1 Nano and Nemotron 3 Super
SpecificationOpenAI GPT-4.1 NanoNVIDIA Nemotron 3 Super
MakerOpenAINVIDIA
WeightsNo public weights listedOpen weights
ReleasedApril 14, 2025March 11, 2026
Context window1.05M262K
Input $/Mtok$0.10$0.085
Output $/Mtok$0.40$0.45
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it00
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is GPT-4.1 Nano better than Nemotron 3 Super for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Pick GPT-4.1 Nano for output tokens 1.1x cheaper ($0.40 vs $0.45 per million) and a larger context window (1.05M against 262K tokens).

Which is cheaper, GPT-4.1 Nano or Nemotron 3 Super?

GPT-4.1 Nano costs $0.10 per million input tokens and $0.40 per million output tokens; Nemotron 3 Super costs $0.085 and $0.45. Cost per solved task is known for neither of them.

Which has the bigger context window, GPT-4.1 Nano or Nemotron 3 Super?

GPT-4.1 Nano, with 1.05M tokens against 262K.

How many benchmarks is the GPT-4.1 Nano vs Nemotron 3 Super comparison based on?

32 benchmarks have a result for both models as of October 23, 2026. GPT-4.1 Nano's coding index rests on 0 independent benchmarks and Nemotron 3 Super's on 0. Where only one model has a result, the page says so instead of naming a winner.

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