Noometry

Model comparison

ERNIE 5.0 0110 vs Inkling

Inkling is the stronger model overall, scoring 44.1 to 41.8 on the Noometry Index.

Last verified . 17 shared benchmarks.

ERNIE 5.0 0110 Baidu

41.8

Rank #129 Confirmed

Inkling Thinking Machines Lab

44.1

Rank #80 Confirmed

Summary

  • They share 17 benchmarks with published results for both. ERNIE 5.0 0110 scores higher in 3 categories and Inkling in 5 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Inkling leads 40.4 to 17.0.
  • Inkling has downloadable open weights; the other is API-only.

Side by side

ERNIE 5.0 0110Inkling
ProviderBaiduThinking Machines Lab
Noometry Index41.844.1
Released—2026-07-15
WeightsProprietaryOpen
Context window—66K
Max output—66K
Input $ / M tokens—$1.87
Output $ / M tokens—$4.68
Results tracked2041

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Category by category

Coding ERNIE 5.0 0110 leads

ERNIE 5.0 0110: 43.0 (#94), Inkling: 34.5 (#234)

BenchmarkERNIE 5.0 0110Inkling
LMArena Coding14551464
FrontierCode—14%
LMArena WebDev—1413
FrontierSWE—4.1%
SciCode—47%
WeirdML—32.3%
ALE-Bench—946

Agentic & Tool Use Not comparable

ERNIE 5.0 0110: —, Inkling: 29.6 (#85)

BenchmarkERNIE 5.0 0110Inkling
APEX-Agents—33.8%
τ²-bench Banking—25%

Reasoning Inkling leads

ERNIE 5.0 0110: 17.0 (#297), Inkling: 40.4 (#56)

BenchmarkERNIE 5.0 0110Inkling
LMArena Hard Prompts14451451
ARC-AGI-2—36.5%
SimpleBench—50%
NYT Connections (extended)10.3%—
ARC-AGI-1—79.5%
CritPt—5.4%
Chess Puzzles—21%
Thematic Generalization41.7%—
DTBench—87.5%
LMCA—37.6%
Epoch Capabilities Index—148.54

Math ERNIE 5.0 0110 leads

ERNIE 5.0 0110: 39.3 (#110), Inkling: 31.3 (#225)

BenchmarkERNIE 5.0 0110Inkling
LMArena Math14371479
FrontierMath (Tiers 1-3)—33.3%
FrontierMath Tier 4—4.9%
OTIS Mock AIME 2024-2025—88.9%
ProofBench—0%

Knowledge Inkling leads

ERNIE 5.0 0110: 39.8 (#128), Inkling: 55.1 (#49)

BenchmarkERNIE 5.0 0110Inkling
LMArena Expert14281465
GPQA Diamond—88.3%
SimpleQA Verified—40.3%

Multimodal Not comparable

ERNIE 5.0 0110: 39.9 (#53), Inkling: —

BenchmarkERNIE 5.0 0110Inkling
LMArena Vision1249—

Multilingual Too close to call

ERNIE 5.0 0110: 54.1 (#49), Inkling: 54.0 (#52)

BenchmarkERNIE 5.0 0110Inkling
LMArena Non-English14361434
LMArena Chinese15121490
LMArena French14671458
LMArena German14601446
LMArena Japanese13821429
LMArena Korean14061404
LMArena Russian14461429
LMArena Spanish14731448

Instruction Following Too close to call

ERNIE 5.0 0110: 74.5 (#92), Inkling: 75.1 (#71)

BenchmarkERNIE 5.0 0110Inkling
LMArena Instruction Following14131426

Long Context Too close to call

ERNIE 5.0 0110: 43.4 (#95), Inkling: 43.8 (#86)

BenchmarkERNIE 5.0 0110Inkling
LMArena Longer Query14221434

Writing & Preference Inkling leads

ERNIE 5.0 0110: 63.1 (#66), Inkling: 65.2 (#51)

BenchmarkERNIE 5.0 0110Inkling
LMArena Text14451441
LMArena Creative Writing14261387
LMArena Multi-Turn14341436
EQ-Bench Creative Writing—1611
EQ-Bench 4—1226

Frequently asked questions

Is ERNIE 5.0 0110 better than Inkling?

Inkling is the stronger model overall, scoring 44.1 to 41.8 on the Noometry Index.

Is ERNIE 5.0 0110 or Inkling better for coding?

ERNIE 5.0 0110 scores higher on coding benchmarks: 43.0 versus 34.5 in the Noometry coding category.

How many benchmarks do ERNIE 5.0 0110 and Inkling share?

17 benchmarks have published results for both models. ERNIE 5.0 0110 has 20 scored results on Noometry and Inkling has 41.

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