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Model comparison

Mellum2-12B-A2.5B-Instruct vs MiniMax M2.5

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.
N/A
No comparison
59.52/100
0 category wins0 category wins

Public leaderboard positions: Mellum2-12B-A2.5B-Instruct unranked (Not scored); MiniMax M2.5 #55 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Mellum2-12B-A2.5B-Instruct and MiniMax M2.5 share 0 comparable benchmark results. 0 of 8 categories are comparable. 5 results are unique to Mellum2-12B-A2.5B-Instruct; 1 to MiniMax M2.5.

Updated July 23, 2026
Shared results
0
Mellum2-12B-A2.5B-Instruct only
5
MiniMax M2.5 only
1
Comparable categories
0 / 8

Benchmark data for Mellum2-12B-A2.5B-Instruct and MiniMax M2.5 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.

Operational comparison

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

MetricMellum2-12B-A2.5B-InstructMiniMax M2.5Comparison
Input / output priceUSD per 1M tokensMellum2-12B-A2.5B-InstructNot availableMiniMax M2.5$0.3 input / $1.2 outputA complete price comparison is not available.
Generation speedtokens per secondMellum2-12B-A2.5B-InstructNot availableMiniMax M2.546 tok/sA complete speed comparison is not available.
First-answer latencyseconds to first tokenMellum2-12B-A2.5B-InstructNot availableMiniMax M2.52.12 sA complete latency comparison is not available.
Context windowmaximum listed tokensMellum2-12B-A2.5B-Instruct128KMiniMax M2.5128KListed context windows are equal.

Benchmark Deep Dive

Agentic
BenchmarkMellum2-12B-A2.5B-InstructMiniMax M2.5Result
BFCL v4Source 44.2%—Not comparable
Coding
BenchmarkMellum2-12B-A2.5B-InstructMiniMax M2.5Result
Vibe Code BenchSource —14.85%Not comparable
Knowledge
BenchmarkMellum2-12B-A2.5B-InstructMiniMax M2.5Result
MMLU-ReduxSource 78.1%—Not comparable
GPQASource 40.9%—Not comparable
GPQA-DSource 40.9%—Not comparable
Inst. Following
BenchmarkMellum2-12B-A2.5B-InstructMiniMax M2.5Result
IFEvalSource 75.8%—Not comparable
Frequently Asked Questions (3)

Can I compare Mellum2-12B-A2.5B-Instruct and MiniMax M2.5 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-Instruct and MiniMax M2.5 today?

MiniMax M2.5: $0.30 input / $1.20 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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