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NVIDIA Nemotron 3 Nano 30B-A3B BF16vsStep 3.5 Flash

Step 3.5 Flash leads 2 of 2 shared benchmarks. NVIDIA Nemotron 3 Nano 30B-A3B BF16 has the larger context window (1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0 – 2
Step 3.5 Flash leads
Cheaper per token
list price, input + output
Larger context
NVIDIA Nemotron 3 Nano 30B-A3B BF16
1M tokens
Provider uptime (30d)
100% · —
NVIDIA · StepFun
NVIDIA Nemotron 3 Nano 30B-A3B BF16
NVIDIA · released 2025-12-15
text
Context
1M
Max out
Input /1M
Output /1M
Cached /1M
Scores
10 · 9 core
Step 3.5 Flash
StepFun · released 2026-02-12
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Context
256K
Max out
Input /1M
Output /1M
Cached /1M
Scores
18 · 5 core
Quality

Benchmark matrix

BenchmarkNVIDIA Nemotron 3 Nano 30B-A3B BF16Step 3.5 FlashΔEdge
Reported by both · 2
AIME 202589.1% 97.3% -8.2 ptStep 3.5 Flash
LMArena Elo1348.4 1403.7 -55.3Step 3.5 Flash
Only NVIDIA Nemotron 3 Nano 30B-A3B BF16 reports · 8
MMLU-Pro78.3% not reported
Humanity's Last Exam (no tools)10.6% not reported
AIME 2025 (with tools)99.2% not reported
GPQA (no tools)73% not reported
GPQA (with tools)75% not reported
Humanity's Last Exam (with tools)15.5% not reported
LiveCodeBench68.3% not reported
SWE-Bench (OpenHands)38.8% not reported
Only Step 3.5 Flash reports · 15
SWE-bench Verifiednot reported74.4%
AIME 2026not reported96.7% matharena
BrowseCompnot reported51.6%
BrowseComp (with context manager)not reported69%
BrowseComp-ZHnot reported66.9%
BrowseComp-ZH (with context manager)not reported73.7%
GAIA (no file)not reported84.5%
HMMT 2025 (Feb/Nov average)not reported96.2%
IMOAnswerBenchnot reported85.4%
LiveCodeBench v6not reported86.4%
ResearchRubricsnot reported65.3%
Tau2-Benchnot reported88.2%
Terminal-Bench 2.0not reported51%
xbench-DeepSearch 2025.05not reported83.7%
xbench-DeepSearch 2025.10not reported56.3%
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is NVIDIA Nemotron 3 Nano 30B-A3B BF16 minus Step 3.5 Flash in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecNVIDIA Nemotron 3 Nano 30B-A3B BF16Step 3.5 FlashEdge
Context window1M tokens256K tokensNVIDIA Nemotron 3 Nano 30B-A3B BF16
Max output
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
ModalitiestexttextTie
Released2025-12-152026-02-12
Cited benchmark scores1018
Reliability

Provider status

All providers
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