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Dola Seed 2.0 ProvsNVIDIA Nemotron 3 Nano 30B-A3B BF16

Dola Seed 2.0 Pro leads 4 of 4 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
4 – 0
Dola Seed 2.0 Pro leads
Cheaper per token
list price, input + output
Larger context
NVIDIA Nemotron 3 Nano 30B-A3B BF16
1M tokens
Provider uptime (30d)
— · 100%
ByteDance Seed · NVIDIA
Dola Seed 2.0 Pro
ByteDance Seed · released 2026-02-16
textvisionvideo
Context
256K
Max out
Input /1M
$0.5
Output /1M
$3
Cached /1M
Scores
14 · 9 core
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
Quality

Benchmark matrix

BenchmarkDola Seed 2.0 ProNVIDIA Nemotron 3 Nano 30B-A3B BF16ΔEdge
Reported by both · 4
MMLU-Pro90.1% 78.3% +11.8 ptDola Seed 2.0 Pro
AIME 202599% 89.1% +9.9 ptDola Seed 2.0 Pro
Humanity's Last Exam (no tools)33.3% 10.6% +22.7 ptDola Seed 2.0 Pro
LMArena Elo1447.6 1348.4 +99.2Dola Seed 2.0 Pro
Only Dola Seed 2.0 Pro reports · 10
SWE-bench Verified76.5% not reported
GPQA Diamond92.4% not reported
BFCL v473.4% not reported
BrowseComp77.3% not reported
DeepResearchBench53.3% not reported
HLE-Verified73.6% not reported
SciCode48.5% not reported
SWE-bench Multilingual71.7% not reported
SWE-bench Pro46.9% not reported
Terminal-Bench 2.055.8% not reported
Only NVIDIA Nemotron 3 Nano 30B-A3B BF16 reports · 6
AIME 2025 (with tools)not reported99.2%
GPQA (no tools)not reported73%
GPQA (with tools)not reported75%
Humanity's Last Exam (with tools)not reported15.5%
LiveCodeBenchnot reported68.3%
SWE-Bench (OpenHands)not reported38.8%
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 Dola Seed 2.0 Pro minus NVIDIA Nemotron 3 Nano 30B-A3B BF16 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

SpecDola Seed 2.0 ProNVIDIA Nemotron 3 Nano 30B-A3B BF16Edge
Context window256K tokens1M tokensNVIDIA Nemotron 3 Nano 30B-A3B BF16
Max output
Input price / 1M$0.5
Output price / 1M$3
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$3.5
Modalitiestext · vision · videotextDola Seed 2.0 Pro
Released2026-02-162025-12-15
Cited benchmark scores1410
Reliability

Provider status

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