Holo2-8B vs Z-1

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

Benchmark data for one or both models is coming soon. This page currently shows metadata and pricing where BenchLM has it, and score-level comparisons will populate as public benchmark results land.
Agentic
Coding
Multimodal & Grounded
Reasoning
Knowledge
Instruction Following
Multilingual
Mathematics

Holo2-8B· Z-1

Quick Verdict

Benchmark data for Holo2-8B and Z-1 is coming soon on BenchLM.

BenchLM does not have sourced benchmark coverage for Holo2-8B yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Holo2-8B has the larger context window at 262K, compared with 128K for Z-1.

BenchmarkHolo2-8BZ-1
Agentic
Coming soon
Coding
HumanEval44%
SWE-bench Verified33%
LiveCodeBench22%
Multimodal & Grounded
MMMU-Pro46%
OfficeQA Pro56%
Reasoning
MuSR48%
BBH74%
LongBench v256%
MRCRv257%
Knowledge
MMLU52%
GPQA51%
SuperGPQA49%
HLE6%
FrontierScience51%
SimpleQA50%
Instruction Following
IFEval80%
Multilingual
MGSM74%
MMLU-ProX72%
Mathematics
AIME 202352%
AIME 202454%
AIME 202553%
HMMT Feb 202348%
HMMT Feb 202450%
HMMT Feb 202549%
BRUMO 202551%
MATH-50073%
Frequently Asked Questions (3)

Can I compare Holo2-8B and Z-1 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 Z-1 today?

Z-1: Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Last updated: March 30, 2026

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