Model comparison

Holo2-8B vs Holo3.1-35B-A3B-NVFP4

Data verified July 21, 2026

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.

H

Holo2-8B

H Company

N/A

No comparison

H

Holo3.1-35B-A3B-NVFP4

H Company

N/A

0 category wins0 category wins

Evidence parity. Holo2-8B and Holo3.1-35B-A3B-NVFP4 share 0 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to Holo2-8B; 0 to Holo3.1-35B-A3B-NVFP4.

Updated July 21, 2026

Shared results: 0
Holo2-8B only: 1
Holo3.1-35B-A3B-NVFP4 only: 0
Comparable categories: 0 / 8

Benchmark data for Holo2-8B and Holo3.1-35B-A3B-NVFP4 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM does not have sourced benchmark coverage for Holo3.1-35B-A3B-NVFP4 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

Metric	Holo2-8B	Holo3.1-35B-A3B-NVFP4	Comparison
Input / output priceUSD per 1M tokens	Holo2-8BNot available	Holo3.1-35B-A3B-NVFP4$0 input / $0 output	A complete price comparison is not available.
Generation speedtokens per second	Holo2-8BNot available	Holo3.1-35B-A3B-NVFP4Not available	A complete speed comparison is not available.
First-answer latencyseconds to first token	Holo2-8BNot available	Holo3.1-35B-A3B-NVFP4Not available	A complete latency comparison is not available.
Context windowmaximum listed tokens	Holo2-8B262K	Holo3.1-35B-A3B-NVFP4262K	Listed context windows are equal.

Benchmark Deep Dive

Multimodal

1 benchmarks

Benchmark	Holo2-8B	Holo3.1-35B-A3B-NVFP4	Result
ScreenSpot ProSource	58.9%	—	Not comparable

Frequently Asked Questions (3)

Can I compare Holo2-8B and Holo3.1-35B-A3B-NVFP4 on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Holo2-8B and Holo3.1-35B-A3B-NVFP4 today?

Holo3.1-35B-A3B-NVFP4: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 21, 2026

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