vs
0:8
overall capability wins (1 ties across 9 scored). Nemotron 3 Ultra leads overall.
- Reasoning0:4
- Coding0:2
- Tool use0:1
- Composite indices0:2
- Specs0:1
Verdict
Nemotron 3 Ultra leads coding (widest gap: +32.1 on TermBench).
Cost for 1M in + 250K out
Illustrative chat workload at primary-provider list prices.
- Nemotron 3.5 Lightning
- -
- Nemotron 3 Ultra
- $1.05
Price per 1M tokens
Full comparison
Organization
NVIDIA
NVIDIA
Family
Nemotron
Nemotron
License
OpenMDW-1.1
NVIDIA Open Model
Open weights
Yes
Yes
Release
Aug 11, 2026
Jan 15, 2026
Knowledge cutoff
-
-
API / provider
No primary API price listed
NVIDIA NIM / self-host
Modalities
text → text
text → text
Specs
Context window
262K
262K
Max output
-
33K
Parameters
30B (3B act.)
550B (55B act.)
Pricing
Input $/1M
—
$0.60
Output $/1M
—
$1.80
Blended $/1M (3∶1)
-
$0.90
Speed
tok/s
-
100
TTFT (s)
-
0.3
Reasoning
MMLU-Pro
—
86.8
GPQA Diamond
74.3
86.7
Humanity's Last Exam
10.6
28.4
AIME 2025
—
—
MATH-500
—
—
Humanity's Last Exam (with tools)
—
—
AA-Omniscience Accuracy
14.4
22.6
AA-LCR v1.1
60.3
79.3
CritPt
—
3.1
MMMU-Pro
—
—
IFBench
—
81.4
Chartography
—
—
Chartography (With Tools)
—
—
Coding
SWE-bench Verified
—
70.7
SWE-bench Pro
—
—
SWE-bench Multilingual
—
67.7
LiveCodeBench
—
89.0
Terminal-Bench 2.1
24.3
56.4
Aider Polyglot
—
—
Terminal-Bench 3
—
—
BigCodeBench
—
—
SciCode
32.1
40.3
CursorBench
—
—
SWE-Rebench
—
—
NL2Repo-Bench
—
—
DeepSWE
—
—
WebDev Arena
—
—
Terminal-Bench 4.0
—
—
CursorBench 4.0
—
—
FrontierCode v1.1 (Main)
—
—
Arena
LMArena Elo
—
—
| Metric | Nemotron 3.5 Lightning | Nemotron 3 Ultra | Delta |
|---|---|---|---|
| Identity | |||
| Organization | NVIDIA | NVIDIA | — |
| Family | Nemotron | Nemotron | — |
| License | OpenMDW-1.1 | NVIDIA Open Model | — |
| Open weights | Yes | Yes | — |
| Release | Aug 11, 2026 | Jan 15, 2026 | — |
| Knowledge cutoff | - | - | — |
| API / provider | No primary API price listed | NVIDIA NIM / self-host | — |
| Modalities | text → text | text → text | — |
| Specs | |||
| Context window | 262K | 262K | tie |
| Max output | - | 33K | — |
| Parameters | 30B (3B act.) | 550B (55B act.) | B +520 |
| Pricing | |||
| Input $/1M | — | $0.60 | — |
| Output $/1M | — | $1.80 | — |
| Blended $/1M (3∶1) | - | $0.90 | — |
| Speed | |||
| tok/s | - | 100 | — |
| TTFT (s) | - | 0.3 | — |
| Reasoning | |||
| MMLU-Pro | — | 86.8 | — |
| GPQA Diamond | 74.3 | 86.7 | B +12.4 pts |
| Humanity's Last Exam | 10.6 | 28.4 | B +17.8 pts |
| AIME 2025 | — | — | — |
| MATH-500 | — | — | — |
| Humanity's Last Exam (with tools) | — | — | — |
| AA-Omniscience Accuracy | 14.4 | 22.6 | B +8.2 pts |
| AA-LCR v1.1 | 60.3 | 79.3 | B +19.0 pts |
| CritPt | — | 3.1 | — |
| MMMU-Pro | — | — | — |
| IFBench | — | 81.4 | — |
| Chartography | — | — | — |
| Chartography (With Tools) | — | — | — |
| Coding | |||
| SWE-bench Verified | — | 70.7 | — |
| SWE-bench Pro | — | — | — |
| SWE-bench Multilingual | — | 67.7 | — |
| LiveCodeBench | — | 89.0 | — |
| Terminal-Bench 2.1 | 24.3 | 56.4 | B +32.1 pts |
| Aider Polyglot | — | — | — |
| Terminal-Bench 3 | — | — | — |
| BigCodeBench | — | — | — |
| SciCode | 32.1 | 40.3 | B +8.2 pts |
| CursorBench | — | — | — |
| SWE-Rebench | — | — | — |
| NL2Repo-Bench | — | — | — |
| DeepSWE | — | — | — |
| WebDev Arena | — | — | — |
| Terminal-Bench 4.0 | — | — | — |
| CursorBench 4.0 | — | — | — |
| FrontierCode v1.1 (Main) | — | — | — |
| Arena | |||
| LMArena Elo | — | — | — |
Nemotron 3.5 Lightning
- Context
- 262K
- Parameters
- 30B (3B act.)
- Price
- —
- Speed
- —
- Modalities
- text → text
- License
- OpenMDW-1.1
NVIDIA's low-latency Nemotron variant (30B total / 3B active MoE, hybrid Mamba-2 + attention) built for high-volume specialized task execution inside long-running agents rather than deep reasoning; open weights under OpenMDW-1.1.
Nemotron 3 Ultra
- Context
- 262K / 33K out
- Parameters
- 550B (55B act.)
- Price
- $0.60 / $1.80
- Speed
- 100 tok/s · 0.3s TTFT
- Modalities
- text → text
- License
- NVIDIA Open Model
NVIDIA open MoE optimized for NIM deployment and enterprise self-hosting.
Benchmark charts
Winner bars are emphasized. Per-benchmark deltas sit above each chart.