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Model comparison

Mellum2-12B-A2.5B-Thinking vs Ministral 3 3B

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.
No comparison
N/A
0 category wins0 category wins

Public leaderboard positions: Mellum2-12B-A2.5B-Thinking unranked (Not scored); Ministral 3 3B #198 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Mellum2-12B-A2.5B-Thinking and Ministral 3 3B share 0 comparable benchmark results. 0 of 8 categories are comparable. 5 results are unique to Mellum2-12B-A2.5B-Thinking; 0 to Ministral 3 3B.

Updated July 23, 2026
Shared results
0
Mellum2-12B-A2.5B-Thinking only
5
Ministral 3 3B only
0
Comparable categories
0 / 8

Benchmark data for Mellum2-12B-A2.5B-Thinking and Ministral 3 3B 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 Ministral 3 3B 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.

MetricMellum2-12B-A2.5B-ThinkingMinistral 3 3BComparison
Input / output priceUSD per 1M tokensMellum2-12B-A2.5B-ThinkingNot availableMinistral 3 3B$0.1 input / $0.1 outputA complete price comparison is not available.
Generation speedtokens per secondMellum2-12B-A2.5B-ThinkingNot availableMinistral 3 3B274 tok/sA complete speed comparison is not available.
First-answer latencyseconds to first tokenMellum2-12B-A2.5B-ThinkingNot availableMinistral 3 3B0.42 sA complete latency comparison is not available.
Context windowmaximum listed tokensMellum2-12B-A2.5B-Thinking128KMinistral 3 3B128KListed context windows are equal.

Benchmark Deep Dive

Agentic
BenchmarkMellum2-12B-A2.5B-ThinkingMinistral 3 3BResult
BFCL v4Source 45.6%Not comparable
Knowledge
BenchmarkMellum2-12B-A2.5B-ThinkingMinistral 3 3BResult
MMLU-ReduxSource 86.2%Not comparable
GPQASource 57.6%Not comparable
GPQA-DSource 57.6%Not comparable
Inst. Following
BenchmarkMellum2-12B-A2.5B-ThinkingMinistral 3 3BResult
IFEvalSource 76.5%Not comparable
Frequently Asked Questions (3)

Can I compare Mellum2-12B-A2.5B-Thinking and Ministral 3 3B 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 Mellum2-12B-A2.5B-Thinking and Ministral 3 3B today?

Ministral 3 3B: $0.10 input / $0.10 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 23, 2026

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