Model comparison

ERNIE 5.1 vs MiniMax-M2.7

ERNIE 5.1 is the stronger model overall, scoring 43.8 to 37.7 on the Noometry Index.

Last verified . 18 shared benchmarks.

ERNIE 5.1 Baidu

43.8

Rank #83 Confirmed

MiniMax-M2.7 MiniMax

37.7

Rank #196 Confirmed

Summary

  • They share 18 benchmarks with published results for both. ERNIE 5.1 scores higher in 8 categories and MiniMax-M2.7 in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where ERNIE 5.1 leads 40.3 to 25.9.
  • MiniMax-M2.7 has downloadable open weights; the other is API-only.

Side by side

ERNIE 5.1 and MiniMax-M2.7 specifications
ERNIE 5.1MiniMax-M2.7
ProviderBaiduMiniMax
Noometry Index43.837.7
Released—2026-03-18
WeightsProprietaryOpen
Context window—205K
Max output—131K
Input $ / M tokens—$0.30
Output $ / M tokens—$1.20
Results tracked1930

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Category by category

Coding ERNIE 5.1 leads

ERNIE 5.1: 44.0 (#76), MiniMax-M2.7: 41.8 (#120)

Coding benchmarks
BenchmarkERNIE 5.1MiniMax-M2.7
LMArena Coding14881454
LMArena WebDev—1398
SciCode—47%
WeirdML—37%
ALE-Bench—599.25

Agentic & Tool Use Not comparable

ERNIE 5.1: —, MiniMax-M2.7: 25.1 (#111)

Agentic & Tool Use benchmarks
BenchmarkERNIE 5.1MiniMax-M2.7
Terminal-Bench—45.1%
ExploitBench—13.3%
GBAEval—0%
LMArena Search1227—

Reasoning ERNIE 5.1 leads

ERNIE 5.1: 21.9 (#211), MiniMax-M2.7: 19.7 (#253)

Reasoning benchmarks
BenchmarkERNIE 5.1MiniMax-M2.7
NYT Connections (extended)23.4%24.7%
LMArena Hard Prompts14811422
CritPt—0.6%
Thematic Generalization—39.3%
Epoch Capabilities Index—145.85

Math ERNIE 5.1 leads

ERNIE 5.1: 40.3 (#92), MiniMax-M2.7: 25.9 (#263)

Math benchmarks
BenchmarkERNIE 5.1MiniMax-M2.7
LMArena Math14811420
ProofBench—3%

Knowledge ERNIE 5.1 leads

ERNIE 5.1: 41.9 (#102), MiniMax-M2.7: 37.7 (#152)

Knowledge benchmarks
BenchmarkERNIE 5.1MiniMax-M2.7
LMArena Expert14921444
Vectara Hallucination Rate—12.9%

Multilingual ERNIE 5.1 leads

ERNIE 5.1: 55.5 (#29), MiniMax-M2.7: 50.3 (#123)

Multilingual benchmarks
BenchmarkERNIE 5.1MiniMax-M2.7
LMArena Non-English14541382
LMArena Chinese15081441
LMArena French14881421
LMArena German14701398
LMArena Japanese14221262
LMArena Korean14271313
LMArena Russian14591383
LMArena Spanish14731403

Instruction Following ERNIE 5.1 leads

ERNIE 5.1: 76.7 (#37), MiniMax-M2.7: 74.1 (#103)

Instruction Following benchmarks
BenchmarkERNIE 5.1MiniMax-M2.7
LMArena Instruction Following14601405

Long Context ERNIE 5.1 leads

ERNIE 5.1: 44.7 (#59), MiniMax-M2.7: 43.3 (#99)

Long Context benchmarks
BenchmarkERNIE 5.1MiniMax-M2.7
LMArena Longer Query14621419

Writing & Preference ERNIE 5.1 leads

ERNIE 5.1: 65.1 (#52), MiniMax-M2.7: 58.9 (#112)

Writing & Preference benchmarks
BenchmarkERNIE 5.1MiniMax-M2.7
LMArena Text14681405
LMArena Creative Writing14411354
LMArena Multi-Turn14711412

Frequently asked questions

Is ERNIE 5.1 better than MiniMax-M2.7?

ERNIE 5.1 is the stronger model overall, scoring 43.8 to 37.7 on the Noometry Index.

Is ERNIE 5.1 or MiniMax-M2.7 better for coding?

ERNIE 5.1 scores higher on coding benchmarks: 44.0 versus 41.8 in the Noometry coding category.

How many benchmarks do ERNIE 5.1 and MiniMax-M2.7 share?

18 benchmarks have published results for both models. ERNIE 5.1 has 19 scored results on Noometry and MiniMax-M2.7 has 30.

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