Holo3-35B-A3B vs Nova Pro

Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.

Agentic
Coding
Multimodal & Grounded
Reasoning
Knowledge
Instruction Following
Multilingual
Mathematics

Holo3-35B-A3B· Nova Pro

Quick Verdict

Pick Holo3-35B-A3B if you want the stronger benchmark profile. Nova Pro only becomes the better choice if you need the larger 128K context window.

Holo3-35B-A3B is clearly ahead on the aggregate, 78 to 34. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Holo3-35B-A3B's sharpest advantage is in agentic, where it averages 77.8 against 33.3. The single biggest benchmark swing on the page is OSWorld-Verified, 77.8% to 32%.

Nova Pro gives you the larger context window at 128K, compared with 64K for Holo3-35B-A3B.

Operational tradeoffs

Price$0.25 / $1.80Pricing unavailable
SpeedN/A141 t/s
TTFTN/A0.81s
Context64K128K

Decision framing

BenchLM keeps the benchmark table and the operator tradeoffs on the same page so a better score does not hide a materially slower, pricier, or smaller-context model.

Runtime metrics show N/A when BenchLM does not have a sourced snapshot for that exact model. The scoring rules and freshness policy are documented on the methodology page.

BenchmarkHolo3-35B-A3BNova Pro
AgenticHolo3-35B-A3B wins
OSWorld-Verified77.8%32%
Terminal-Bench 2.031%
BrowseComp39%
Coding
HumanEval33%
SWE-bench Verified19%
LiveCodeBench14%
SWE-bench Pro20%
Multimodal & Grounded
MMMU-Pro37%
OfficeQA Pro46%
Reasoning
MuSR37%
LongBench v251%
Knowledge
MMLU41%
GPQA40%
SuperGPQA38%
MMLU-Pro53%
FrontierScience41%
SimpleQA39%
Instruction Following
IFEval66%
Multilingual
MGSM61%
MMLU-ProX60%
Mathematics
AIME 202341%
AIME 202443%
AIME 202542%
HMMT Feb 202337%
HMMT Feb 202439%
HMMT Feb 202538%
BRUMO 202540%
MATH-50059%
Frequently Asked Questions (2)

Which is better, Holo3-35B-A3B or Nova Pro?

Holo3-35B-A3B is ahead overall, 78 to 34. The biggest single separator in this matchup is OSWorld-Verified, where the scores are 77.8% and 32%.

Which is better for agentic tasks, Holo3-35B-A3B or Nova Pro?

Holo3-35B-A3B has the edge for agentic tasks in this comparison, averaging 77.8 versus 33.3. Inside this category, OSWorld-Verified is the benchmark that creates the most daylight between them.

Last updated: March 31, 2026

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