Noometry

Model comparison

Gemini 1.0 Pro vs GPT-6 Astra

GPT-6 Astra is the stronger model overall, scoring 70.8 to 27.3 on the Noometry Index.

Last verified . 20 shared benchmarks.

Gemini 1.0 Pro Google

27.3

Rank #332 Confirmed

GPT-6 Astra OpenAI

70.8

Rank #1 Confirmed

Summary

  • They share 20 benchmarks with published results for both. Gemini 1.0 Pro scores higher in 0 categories and GPT-6 Astra in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where GPT-6 Astra leads 93.5 to 9.3.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 1.1% for Gemini 1.0 Pro and 100% for GPT-6 Astra.

Side by side

Gemini 1.0 ProGPT-6 Astra
ProviderGoogleOpenAI
Noometry Index27.370.8
Released2023-12-132026-09-03
WeightsProprietaryProprietary
Context window—1.05M
Max output—128K
Input $ / M tokens—$10
Output $ / M tokens—$50
Results tracked2456

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Category by category

Coding GPT-6 Astra leads

Gemini 1.0 Pro: 32.2 (#275), GPT-6 Astra: 73.7 (#2)

BenchmarkGemini 1.0 ProGPT-6 Astra
LMArena Coding11081487
DeepSWE—74.1%
FrontierCode—53.3%
LMArena WebDev—1786
FrontierSWE—65.5%
SciCode—56.5%
GSO—79.4%
WeirdML—93.6%
MirrorCode—46.7%
ALE-Bench—2,951
HumanEval+55.5%—
MBPP+61.4%—

Agentic & Tool Use Not comparable

Gemini 1.0 Pro: —, GPT-6 Astra: 52.9 (#3)

BenchmarkGemini 1.0 ProGPT-6 Astra
APEX-Agents—64.7%
Remote Labor Index—20.8%
BALROG—68.3%
GDP.pdf—34.2%
Vending-Bench 2—15,515

Reasoning GPT-6 Astra leads

Gemini 1.0 Pro: 17.1 (#296), GPT-6 Astra: 85.1 (#1)

BenchmarkGemini 1.0 ProGPT-6 Astra
LMArena Hard Prompts11091462
DTBench45.9%97.3%
Epoch Capabilities Index117.04166.45
ARC-AGI-2—95%
NYT Connections (extended)—98.1%
ARC-AGI-1—98.5%
CritPt—31.7%
Chess Puzzles—72%
EBR-Bench—76.2%
Mystery Game Puzzles—84%
LMCA—64.4%
Bench to the Future 3—0.14

Math GPT-6 Astra leads

Gemini 1.0 Pro: 9.3 (#321), GPT-6 Astra: 93.5 (#2)

BenchmarkGemini 1.0 ProGPT-6 Astra
OTIS Mock AIME 2024-20251.1%100%
LMArena Math11321465
FrontierMath (Tiers 1-3)—93.7%
FrontierMath Tier 4—97.6%
ProofBench—99%
MATH Level 511.2%—
FrontierMath Erdős—2.9%

Knowledge GPT-6 Astra leads

Gemini 1.0 Pro: 15.6 (#291), GPT-6 Astra: 75.3 (#1)

BenchmarkGemini 1.0 ProGPT-6 Astra
GPQA Diamond34%95.8%
LMArena Expert10591483
Humanity's Last Exam—54.8%
SimpleQA Verified—75.6%
Vectara Hallucination Rate—8.7%
MMLU70%—

Multimodal Not comparable

Gemini 1.0 Pro: —, GPT-6 Astra: 55.0 (#3)

BenchmarkGemini 1.0 ProGPT-6 Astra
LMArena Vision—1281
Blueprint-Bench 2—49.7%
Furniture Assembly—80%
LMArena Document—1468

Multilingual GPT-6 Astra leads

Gemini 1.0 Pro: 33.4 (#252), GPT-6 Astra: 53.7 (#61)

BenchmarkGemini 1.0 ProGPT-6 Astra
LMArena Non-English11381430
LMArena Chinese11241484
LMArena French11451456
LMArena German11251440
LMArena Japanese10231379
LMArena Russian11861436
LMArena Spanish11191407
LMArena Korean—1426

Instruction Following GPT-6 Astra leads

Gemini 1.0 Pro: 57.6 (#267), GPT-6 Astra: 76.3 (#44)

BenchmarkGemini 1.0 ProGPT-6 Astra
LMArena Instruction Following11141450

Long Context GPT-6 Astra leads

Gemini 1.0 Pro: 34.3 (#249), GPT-6 Astra: 44.5 (#62)

BenchmarkGemini 1.0 ProGPT-6 Astra
LMArena Longer Query11321456

Writing & Preference GPT-6 Astra leads

Gemini 1.0 Pro: 36.0 (#264), GPT-6 Astra: 75.3 (#7)

BenchmarkGemini 1.0 ProGPT-6 Astra
LMArena Text11491441
LMArena Creative Writing11311418
LMArena Multi-Turn11391448
EQ-Bench Creative Writing—2173

Frequently asked questions

Is Gemini 1.0 Pro better than GPT-6 Astra?

GPT-6 Astra is the stronger model overall, scoring 70.8 to 27.3 on the Noometry Index.

Is Gemini 1.0 Pro or GPT-6 Astra better for coding?

GPT-6 Astra scores higher on coding benchmarks: 73.7 versus 32.2 in the Noometry coding category.

How many benchmarks do Gemini 1.0 Pro and GPT-6 Astra share?

20 benchmarks have published results for both models. Gemini 1.0 Pro has 24 scored results on Noometry and GPT-6 Astra has 56.

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