Noometry

Model comparison

DBRX vs GPT-5.4 mini

GPT-5.4 mini is the stronger model overall, scoring 45.0 to 29.4 on the Noometry Index.

Last verified . 18 shared benchmarks.

DBRX Databricks

29.4

Rank #311 Confirmed

GPT-5.4 mini OpenAI

45.0

Rank #76 Confirmed

Summary

  • They share 18 benchmarks with published results for both. DBRX scores higher in 0 categories and GPT-5.4 mini in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where GPT-5.4 mini leads 51.5 to 14.9.
  • The biggest single-benchmark swing is GPQA Diamond: 32.9% for DBRX and 86.9% for GPT-5.4 mini.
  • DBRX has downloadable open weights; the other is API-only.

Side by side

DBRXGPT-5.4 mini
ProviderDatabricksOpenAI
Noometry Index29.445.0
Released2024-03-272026-03-17
WeightsOpenProprietary
Context window—400K
Max output—128K
Input $ / M tokens—$0.75
Output $ / M tokens—$4.50
Results tracked2146

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Category by category

Coding GPT-5.4 mini leads

DBRX: 32.9 (#266), GPT-5.4 mini: 45.2 (#72)

BenchmarkDBRXGPT-5.4 mini
LMArena Coding11321438
FrontierCode—27%
LMArena WebDev—1397
SciCode—49.9%
WeirdML—60.3%
ALE-Bench—1,189
HumanEval+70.1%—
MBPP+55.8%—

Agentic & Tool Use Not comparable

DBRX: —, GPT-5.4 mini: 29.9 (#81)

BenchmarkDBRXGPT-5.4 mini
DeepResearch Bench—36.3%

Reasoning GPT-5.4 mini leads

DBRX: 21.4 (#222), GPT-5.4 mini: 30.4 (#85)

BenchmarkDBRXGPT-5.4 mini
LMArena Hard Prompts11131424
ARC-AGI-2—18.9%
Kagi LLM Benchmark—37.9%
NYT Connections (extended)—61.8%
ARC-AGI-1—63.7%
CritPt—10%
Chess Puzzles—24%
Thematic Generalization—61.7%
Mystery Game Puzzles—11%
DTBench—80%
LMCA—40.8%
Epoch Capabilities Index—148.84
ForecastBench—57

Math GPT-5.4 mini leads

DBRX: 24.3 (#269), GPT-5.4 mini: 45.5 (#75)

BenchmarkDBRXGPT-5.4 mini
LMArena Math11451419
FrontierMath (Tiers 1-3)—51.2%
FrontierMath Tier 4—9.8%
OTIS Mock AIME 2024-2025—88.9%
ProofBench—21%
MATH Level 511.7%—
FrontierMath (Feb 2025 set)—28.3%
FrontierMath Tier 4 (v1)—2.1%

Knowledge GPT-5.4 mini leads

DBRX: 14.9 (#294), GPT-5.4 mini: 51.5 (#67)

BenchmarkDBRXGPT-5.4 mini
GPQA Diamond32.9%86.9%
LMArena Expert10761435
SimpleQA Verified—29.4%
Vectara Hallucination Rate—5.5%

Multimodal Not comparable

DBRX: —, GPT-5.4 mini: 39.7 (#56)

BenchmarkDBRXGPT-5.4 mini
LMArena Vision—1245

Multilingual GPT-5.4 mini leads

DBRX: 29.3 (#268), GPT-5.4 mini: 51.9 (#96)

BenchmarkDBRXGPT-5.4 mini
LMArena Non-English10711405
LMArena Chinese10681446
LMArena French10961440
LMArena German10571409
LMArena Japanese9901374
LMArena Korean9931368
LMArena Russian10781417
LMArena Spanish10641405

Instruction Following GPT-5.4 mini leads

DBRX: 57.5 (#270), GPT-5.4 mini: 74.1 (#102)

BenchmarkDBRXGPT-5.4 mini
LMArena Instruction Following11121405

Long Context GPT-5.4 mini leads

DBRX: 33.7 (#258), GPT-5.4 mini: 43.0 (#112)

BenchmarkDBRXGPT-5.4 mini
LMArena Longer Query11121407

Writing & Preference GPT-5.4 mini leads

DBRX: 33.6 (#275), GPT-5.4 mini: 64.0 (#58)

BenchmarkDBRXGPT-5.4 mini
LMArena Text11191412
LMArena Creative Writing11041370
LMArena Multi-Turn11111429
EQ-Bench Creative Writing—1665

Frequently asked questions

Is DBRX better than GPT-5.4 mini?

GPT-5.4 mini is the stronger model overall, scoring 45.0 to 29.4 on the Noometry Index.

Is DBRX or GPT-5.4 mini better for coding?

GPT-5.4 mini scores higher on coding benchmarks: 45.2 versus 32.9 in the Noometry coding category.

How many benchmarks do DBRX and GPT-5.4 mini share?

18 benchmarks have published results for both models. DBRX has 21 scored results on Noometry and GPT-5.4 mini has 46.

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