Model comparison

Amazon Nova Experimental Chat 26 02 10 vs GPT-4o mini

Amazon Nova Experimental Chat 26 02 10 is the stronger model overall, scoring 44.5 to 25.5 on the Noometry Index.

Last verified . 12 shared benchmarks.

GPT-4o mini OpenAI

25.5

Rank #343 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Amazon Nova Experimental Chat 26 02 10 scores higher in 8 categories and GPT-4o mini in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Amazon Nova Experimental Chat 26 02 10 leads 39.3 to 10.4.

Side by side

Amazon Nova Experimental Chat 26 02 10 and GPT-4o mini specifications
Amazon Nova Experimental Chat 26 02 10GPT-4o mini
ProviderAmazonOpenAI
Noometry Index44.525.5
Released—2024-07-18
WeightsProprietaryProprietary
Context window—128K
Max output—16K
Input $ / M tokens—$0.15
Output $ / M tokens—$0.60
Results tracked1260

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Category by category

Coding Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 43.9 (#82), GPT-4o mini: 22.0 (#335)

Coding benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
LMArena Coding14831290
Aider Polyglot—3.6%
WeirdML—11.8%
BigCodeBench Instruct—46.1%
LiveBench Coding—43.1%
BigCodeBench Complete—57.4%
HumanEval+—83.5%
MBPP+—72.2%

Agentic & Tool Use Not comparable

Amazon Nova Experimental Chat 26 02 10: —, GPT-4o mini: 27.5 (#101)

Agentic & Tool Use benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
BALROG—17.4%

Reasoning Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 30.1 (#86), GPT-4o mini: 8.7 (#347)

Reasoning benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
LMArena Hard Prompts14581267
ARC-AGI-2—0%
SimpleBench—10.7%
Kagi LLM Benchmark—28.8%
Chess Puzzles—0%
LiveBench Reasoning—32.8%
Mystery Game Puzzles—12%
DTBench—54.4%
LiveBench Data Analysis—50%
LMCA—10.4%
Epoch Capabilities Index—126.56
LiveBench—41.3%
PIQA—88.7%

Math Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 39.3 (#109), GPT-4o mini: 10.4 (#314)

Math benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
LMArena Math14381267
FrontierMath (Tiers 1-3)—0.7%
OTIS Mock AIME 2024-2025—6.9%
Omni-MATH—28%
LiveBench Math—36.3%
MATH Level 5—52.6%
GSM8K—91.3%

Knowledge Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 42.3 (#97), GPT-4o mini: 17.7 (#284)

Knowledge benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
LMArena Expert15061235
GPQA Diamond—37.7%
SimpleQA Verified—8.3%
MMLU-Pro—60.3%
Confabulations—37.2%
GPQA (HELM)—36.8%
BoolQ—88.7%
MMLU—81.8%

Multimodal Not comparable

Amazon Nova Experimental Chat 26 02 10: —, GPT-4o mini: 25.9 (#122)

Multimodal benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
LMArena Vision—1066
Video-MME—64.8%
GeoBench—64%
VPCT—34%

Multilingual Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 54.0 (#50), GPT-4o mini: 42.0 (#199)

Multilingual benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
LMArena Non-English14341266
LMArena Chinese14631265
LMArena Russian14231275
LMArena French—1297
LMArena German—1272
LMArena Japanese—1216
LMArena Korean—1195
LMArena Spanish—1276

Instruction Following Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 75.2 (#69), GPT-4o mini: 61.9 (#239)

Instruction Following benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
LMArena Instruction Following14271258
LiveBench Instruction Following—56.8%
IFEval—78.2%

Long Context Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 44.0 (#77), GPT-4o mini: 39.1 (#186)

Long Context benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
LMArena Longer Query14411289

Writing & Preference Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 61.8 (#84), GPT-4o mini: 39.5 (#248)

Writing & Preference benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10GPT-4o mini
LMArena Text14481286
LMArena Creative Writing13681268
LMArena Multi-Turn14421285
Short-Story Creative Writing—67.2%
EQ-Bench Creative Writing—873
WildBench—79.1%
LiveBench Language—28.6%

Frequently asked questions

Is Amazon Nova Experimental Chat 26 02 10 better than GPT-4o mini?

Amazon Nova Experimental Chat 26 02 10 is the stronger model overall, scoring 44.5 to 25.5 on the Noometry Index.

Is Amazon Nova Experimental Chat 26 02 10 or GPT-4o mini better for coding?

Amazon Nova Experimental Chat 26 02 10 scores higher on coding benchmarks: 43.9 versus 22.0 in the Noometry coding category.

How many benchmarks do Amazon Nova Experimental Chat 26 02 10 and GPT-4o mini share?

12 benchmarks have published results for both models. Amazon Nova Experimental Chat 26 02 10 has 12 scored results on Noometry and GPT-4o mini has 60.

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