Model comparison

Holo3.1-0.8B vs Holo3.1-4B

Data verified July 17, 2026

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

Sibling matchup inside the Holo3.1 family.

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

Holo3.1-0.8B

H Company

N/A

No comparison

H

Holo3.1-4B

H Company

N/A

0 category wins0 category wins

Evidence parity. Holo3.1-0.8B and Holo3.1-4B share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Holo3.1-0.8B; 1 to Holo3.1-4B.

Updated July 17, 2026

Shared results: 0
Holo3.1-0.8B only: 0
Holo3.1-4B only: 1
Comparable categories: 0 / 8

Benchmark data for Holo3.1-0.8B and Holo3.1-4B 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 Holo3.1-0.8B 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	Holo3.1-0.8B	Holo3.1-4B	Comparison
Input / output priceUSD per 1M tokens	Holo3.1-0.8B$0 input / $0 output	Holo3.1-4B$0 input / $0 output	Listed prices are equal.
Generation speedtokens per second	Holo3.1-0.8BNot available	Holo3.1-4BNot available	A complete speed comparison is not available.
First-answer latencyseconds to first token	Holo3.1-0.8BNot available	Holo3.1-4BNot available	A complete latency comparison is not available.
Context windowmaximum listed tokens	Holo3.1-0.8B262K	Holo3.1-4B262K	Listed context windows are equal.

Benchmark Deep Dive

Agentic

1 benchmarks

Benchmark	Holo3.1-0.8B	Holo3.1-4B	Result
AndroidWorldSource	—	71.0%	Not comparable

Frequently Asked Questions (3)

Can I compare Holo3.1-0.8B and Holo3.1-4B 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 Holo3.1-0.8B and Holo3.1-4B today?

Holo3.1-0.8B: $0.00 input / $0.00 output per 1M tokens Holo3.1-4B: $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 17, 2026

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