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NVIDIA Nemotron 3.5 Lightning 30B-A3B NVFP4vsQwen3.8-Max

Qwen3.8-Max leads 3 of 3 shared benchmarks. Both offer a 1M-token context window.

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

Shared benchmarks
0 – 3
Qwen3.8-Max leads
Cheaper per token
list price, input + output
Larger context
Tie
both 1M tokens
Provider uptime (30d)
100% · —
NVIDIA · Qwen
NVIDIA Nemotron 3.5 Lightning 30B-A3B NVFP4
NVIDIA · released 2026-08-11
text
Context
1M
Max out
Input /1M
Output /1M
Cached /1M
Scores
7 · 5 core
Qwen3.8-Max
Qwen · released 2026-08-02
textvision
Context
1M
Max out
131K
Input /1M
$1.65
Output /1M
$4.95
Cached /1M
Scores
9 · 7 core
Quality

Benchmark matrix

BenchmarkNVIDIA Nemotron 3.5 Lightning 30B-A3B NVFP4Qwen3.8-MaxΔEdge
Reported by both · 3
GPQA Diamond75.57% 92.6% -17 ptQwen3.8-Max
LMArena Elo1330.7 1480.6 -149.9Qwen3.8-Max
Terminal-Bench 2.123.46% 86.6% -63.1 ptQwen3.8-Max
Only NVIDIA Nemotron 3.5 Lightning 30B-A3B NVFP4 reports · 4
SWE-bench Verified52.8% not reported
MMLU-Pro81.62% not reported
Humanity's Last Exam (no tools)10.47% not reported
BrowseComp36.81% not reported
Only Qwen3.8-Max reports · 5
FrontierMath Tier 4 v2 (Epoch AI run)not reported46.3% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported74.7% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported99.4% epoch
SimpleQA Verifiednot reported45.8% epoch
SWE-Bench Pronot reported67.7%
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 3.5 Lightning 30B-A3B NVFP4 minus Qwen3.8-Max 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 3.5 Lightning 30B-A3B NVFP4Qwen3.8-MaxEdge
Context window1M tokens1M tokensTie
Max output131K tokens
Input price / 1M$1.65
Output price / 1M$4.95
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$6.6
Modalitiestexttext · visionQwen3.8-Max
Released2026-08-112026-08-02
Cited benchmark scores79
Reliability

Provider status

All providers
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NVIDIA Nemotron 3.5 Lightning 30B-A3B NVFP4 vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run NVIDIA Nemotron 3.5 Lightning 30B-A3B NVFP4 and Qwen3.8-Max on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.