Skip to main content
BenchLM
Advertise

Model comparison

Holo2-30B-A3B vs Mellum2-12B-A2.5B-Instruct

Data verified

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.
Holo2-30B-A3B
H Company
N/A
No comparison
N/A
0 category wins0 category wins

Evidence parity. Holo2-30B-A3B and Mellum2-12B-A2.5B-Instruct share 0 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to Holo2-30B-A3B; 5 to Mellum2-12B-A2.5B-Instruct.

Updated July 23, 2026
Shared results
0
Holo2-30B-A3B only
1
Mellum2-12B-A2.5B-Instruct only
5
Comparable categories
0 / 8

Benchmark data for Holo2-30B-A3B and Mellum2-12B-A2.5B-Instruct 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 has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Holo2-30B-A3B has the larger context window at 262K, compared with 128K for Mellum2-12B-A2.5B-Instruct.

Operational comparison

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

MetricHolo2-30B-A3BMellum2-12B-A2.5B-InstructComparison
Input / output priceUSD per 1M tokensHolo2-30B-A3BNot availableMellum2-12B-A2.5B-InstructNot availableA complete price comparison is not available.
Generation speedtokens per secondHolo2-30B-A3BNot availableMellum2-12B-A2.5B-InstructNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenHolo2-30B-A3BNot availableMellum2-12B-A2.5B-InstructNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensHolo2-30B-A3B262KMellum2-12B-A2.5B-Instruct128KHolo2-30B-A3B lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkHolo2-30B-A3BMellum2-12B-A2.5B-InstructResult
BFCL v4Source —44.2%Not comparable
Knowledge
BenchmarkHolo2-30B-A3BMellum2-12B-A2.5B-InstructResult
MMLU-ReduxSource —78.1%Not comparable
GPQASource —40.9%Not comparable
GPQA-DSource —40.9%Not comparable
Multimodal
BenchmarkHolo2-30B-A3BMellum2-12B-A2.5B-InstructResult
ScreenSpot ProSource 66.1%—Not comparable
Inst. Following
BenchmarkHolo2-30B-A3BMellum2-12B-A2.5B-InstructResult
IFEvalSource —75.8%Not comparable
Frequently Asked Questions (2)

Can I compare Holo2-30B-A3B and Mellum2-12B-A2.5B-Instruct 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.

Related Comparisons

Explore More

H Company Compare Pricing Methodology Find Your Best LLM Overall Rankings
Last updated: July 23, 2026

Choose a model with this week’s evidence

Join 2,000+ readers for ranking moves, pricing changes, and the claims that still need proof.

One email each week. Unsubscribe anytime.