Model comparison

ERNIE 5.1 vs Nova 2.0 Pro Preview

ERNIE 5.1 is the stronger model overall, scoring 43.8 to 33.4 on the Noometry Index.

Last verified . 0 shared benchmarks.

ERNIE 5.1 Baidu

43.8

Rank #83 Confirmed

Nova 2.0 Pro Preview Amazon

33.4

Rank #244 Reported

Summary

  • The widest gap is in coding, where ERNIE 5.1 leads 44.0 to 40.8.

Side by side

ERNIE 5.1 and Nova 2.0 Pro Preview specifications
ERNIE 5.1Nova 2.0 Pro Preview
ProviderBaiduAmazon
Noometry Index43.833.4
Released—2025-12-02
WeightsProprietaryProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked193

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Category by category

Coding ERNIE 5.1 leads

ERNIE 5.1: 44.0 (#76), Nova 2.0 Pro Preview: 40.8 (#133)

Coding benchmarks
BenchmarkERNIE 5.1Nova 2.0 Pro Preview
SciCode—42.7%
LMArena Coding1488—

Agentic & Tool Use Not comparable

ERNIE 5.1: —, Nova 2.0 Pro Preview: 21.9 (#136)

Agentic & Tool Use benchmarks
BenchmarkERNIE 5.1Nova 2.0 Pro Preview
GDP.pdf—2%
LMArena Search1227—

Reasoning Too close to call

ERNIE 5.1: 21.9 (#211), Nova 2.0 Pro Preview: 22.4 (#194)

Reasoning benchmarks
BenchmarkERNIE 5.1Nova 2.0 Pro Preview
NYT Connections (extended)23.4%—
CritPt—0%
LMArena Hard Prompts1481—

Math Not comparable

ERNIE 5.1: 40.3 (#92), Nova 2.0 Pro Preview: —

Math benchmarks
BenchmarkERNIE 5.1Nova 2.0 Pro Preview
LMArena Math1481—

Knowledge Not comparable

ERNIE 5.1: 41.9 (#102), Nova 2.0 Pro Preview: —

Knowledge benchmarks
BenchmarkERNIE 5.1Nova 2.0 Pro Preview
LMArena Expert1492—

Multilingual Not comparable

ERNIE 5.1: 55.5 (#29), Nova 2.0 Pro Preview: —

Multilingual benchmarks
BenchmarkERNIE 5.1Nova 2.0 Pro Preview
LMArena Non-English1454—
LMArena Chinese1508—
LMArena French1488—
LMArena German1470—
LMArena Japanese1422—
LMArena Korean1427—
LMArena Russian1459—
LMArena Spanish1473—

Instruction Following Not comparable

ERNIE 5.1: 76.7 (#37), Nova 2.0 Pro Preview: —

Instruction Following benchmarks
BenchmarkERNIE 5.1Nova 2.0 Pro Preview
LMArena Instruction Following1460—

Long Context Not comparable

ERNIE 5.1: 44.7 (#59), Nova 2.0 Pro Preview: —

Long Context benchmarks
BenchmarkERNIE 5.1Nova 2.0 Pro Preview
LMArena Longer Query1462—

Writing & Preference Not comparable

ERNIE 5.1: 65.1 (#52), Nova 2.0 Pro Preview: —

Writing & Preference benchmarks
BenchmarkERNIE 5.1Nova 2.0 Pro Preview
LMArena Text1468—
LMArena Creative Writing1441—
LMArena Multi-Turn1471—

Frequently asked questions

Is ERNIE 5.1 better than Nova 2.0 Pro Preview?

ERNIE 5.1 is the stronger model overall, scoring 43.8 to 33.4 on the Noometry Index.

Is ERNIE 5.1 or Nova 2.0 Pro Preview better for coding?

ERNIE 5.1 scores higher on coding benchmarks: 44.0 versus 40.8 in the Noometry coding category.

How many benchmarks do ERNIE 5.1 and Nova 2.0 Pro Preview share?

0 benchmarks have published results for both models. ERNIE 5.1 has 19 scored results on Noometry and Nova 2.0 Pro Preview has 3.

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