22 models

NVIDIA Models: Intelligence, Performance & Price

Name: Artificial Analysis Intelligence Index
Creator: Artificial Analysis
License: https://artificialanalysis.ai/docs/legal/Terms-of-Use.pdf

NVIDIA

Intelligence

Updated

Nemotron 3.5 Super VL

Nemotron 3 Ultra

Nemotron 3.5 Lightning

Nemotron 3 Nano 4B

Nemotron 3 Nano (non-reasoning)

Artificial Analysis Intelligence Index

Time per Task

Nemotron 3.5 Lightning

4.2 min

Nemotron 3 Ultra

5.6 min

Nemotron 3.5 Super VL

7.8 min

Nemotron 3 Nano (non-reasoning)

NVIDIA Nemotron Nano 9B V2 (non-reasoning)

Per Intelligence Index Task

Cost

Nemotron 3.5 Lightning

$0.29

Nemotron 3.5 Super VL

$0.52

Nemotron 3 Ultra

$2.23

Nemotron 3 Nano (non-reasoning)

NVIDIA Nemotron Nano 9B V2 (non-reasoning)

Per Intelligence Index Task

Artificial Analysis has benchmarked 22 models from NVIDIA. Below is a comparison of the key metrics across these models.

For intelligence, the top model from NVIDIA is Nemotron 3.5 Super VL at 14.
For speed, Nemotron 3.5 Lightning at 4.2 min has the lowest time per task.
For latency, NVIDIA Nemotron Nano 9B V2 (Reasoning) at 0.88s offers the lowest time to first answer token.
For pricing, Nemotron 3.5 Lightning at $0.29 offers the lowest cost per task. Prices vary up to 7.7x across models.

IntelligenceUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v5.0.1 incorporates 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1

Artificial Analysis Intelligence Index v5.0.1 includes: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1. See Intelligence Index methodology for further details, including a breakdown of each evaluation and how we run them.

Intelligence Index vs. Cost per Task

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task

Most attractive quadrant

Pareto line

Weighted average cost per Intelligence Index task. Each evaluation’s cost is calculated from input, cache hit, cache write, reasoning, and answer token prices, divided by task count, and weighted by its Intelligence Index weight.

Cost

Cost per Intelligence Index Task

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

Speed & Latency

Time per Intelligence Index Task

Output tokens divided by end-to-end output speed (minutes per Intelligence Index task) · Speed at the model's own endpoint or the median across providers · Lower is better

The weighted average time (minutes) per Artificial Analysis Intelligence Index task: output tokens per task divided by output speed, weighted by each benchmark's weight in the Intelligence Index.

Speed and latency metrics average each endpoint's runs over the past 5 days, and the error rate pools them. We run the benchmark every 6 hours, and endpoints of deprecated models every 18 hours.

Capability Scores

Capability Indexes

Measures the performance of models on specific capabilities and industries

Finance & Accounting Index

Incorporates 5 evaluations: AA-Briefcase v1.1, AA-Omniscience v1.1, HLE-Diamond, AutomationBench-AA, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 4 evaluations: AutomationBench-AA, AA-Briefcase v1.1, AA-Omniscience v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, MLCR-AA, AutomationBench-AA, HLE-Diamond · Higher is better

Engineering Index

Incorporates 7 evaluations: AA-Omniscience v1.1, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1, HLE-Diamond, Terminal-Bench 4.0, FrontierCode 2.0, AA-Briefcase v1.1 · Higher is better

Economics Index

Incorporates 4 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf · Higher is better

All NVIDIA Releases

Further details

								Weights		Provider Benchmarks
Nemotron 3.5 Super VL	NVIDIA	14	120B 12B active at inference time	1M	$0.1	7.8	173	🤗	+6	View
Nemotron 3 Ultra 550B A55B (Reasoning)	NVIDIA	12	550B 55B active at inference time	262k	$0.5	5.6	152	🤗		View
Nemotron 3.5 Lightning	NVIDIA	6	31.6B 3.6B active at inference time	1M	$0.1	4.2	258	🤗	+3	View
NVIDIA Nemotron 3 Nano 4B	NVIDIA	2	4.0B	262k	-	-	-	🤗	-	View
Llama 3.3 Nemotron Super 49B v1 (Reasoning)	NVIDIA	-	49B	128k	-	-	-	🤗	-	View
NVIDIA Nemotron 3 Nano 30B A3B (Non-reasoning)	NVIDIA	-	31.6B 3.6B active at inference time	1M	$0.1	-	153	🤗		View
Llama Nemotron Super 49B v1.5 (Non-reasoning)	NVIDIA	-	49B	128k	-	-	-	🤗	-	View
NVIDIA Nemotron Nano 9B V2 (Non-reasoning)	NVIDIA	-	9B	131k	$0.1	-	144	🤗		View
Nemotron 3.5 Bolt E4B 4GB (Reasoning)	NVIDIA	-	8B 4B active at inference time	131k	-	-	-	🤗	-	View
Nemotron 3 Super 120B A12B (Reasoning)	NVIDIA	-	120.6B 12.7B active at inference time	1M	$0.2	-	111	🤗		View
NVIDIA Nemotron Nano 12B v2 VL (Reasoning)	NVIDIA	-	13.2B	128k	-	-	-	🤗	-	View
Llama 3.1 Nemotron Instruct 70B	NVIDIA	-	70B	128k	-	-	-	🤗	-	View
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)	NVIDIA	-	31.6B 3.6B active at inference time	1M	$0.1	-	170	🤗		View
Nemotron 3.5 Bolt 74B-A9B	NVIDIA	-	74B 9B active at inference time	262k	-	-	-	🤗	-	View
Nemotron 3 Nano Omni 30B A3B Reasoning	NVIDIA	-	30B 3B active at inference time	256k	$0.3	-	174	🤗		View
Nemotron Cascade 2 30B A3B	NVIDIA	-	31.6B 3B active at inference time	1M	-	-	-	🤗	-	View
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)	NVIDIA	-	13.2B	128k	$0.2	-	126	🤗		View
Llama 3.1 Nemotron Nano 4B v1.1 (Reasoning)	NVIDIA	-	4.5B	128k	-	-	-	🤗	-	View
Llama 3.3 Nemotron Super 49B v1 (Non-reasoning)	NVIDIA	-	49B	128k	-	-	-	🤗	-	View
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)	NVIDIA	-	253B	128k	-	-	-	🤗	-	View
Llama Nemotron Super 49B v1.5 (Reasoning)	NVIDIA	-	49B	128k	-	-	-	🤗	-	View
NVIDIA Nemotron Nano 9B V2 (Reasoning)	NVIDIA	-	9B	131k	$0.1	-	156	🤗		View

NVIDIA Models: Intelligence, Performance & Price

Intelligence

Time per Task

Cost

IntelligenceUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index vs. Cost per Task

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

Cost

Cost per Intelligence Index Task

Cost per Intelligence Index Task

Speed & Latency

Time per Intelligence Index Task

Time per Intelligence Index Task

Time Period

Capability Scores

Capability Indexes

All NVIDIA Releases

Further details