Noometry

Model comparison

GPT-6 Sol vs Yi-34B

GPT-6 Sol is the stronger model overall, scoring 61.8 to 27.8 on the Noometry Index.

Last verified . 19 shared benchmarks.

GPT-6 Sol OpenAI

61.8

Rank #12 Confirmed

Yi-34B 01.AI

27.8

Rank #329 Confirmed

Summary

  • They share 19 benchmarks with published results for both. GPT-6 Sol scores higher in 8 categories and Yi-34B in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where GPT-6 Sol leads 87.2 to 21.6.
  • The biggest single-benchmark swing is GPQA Diamond: 94.3% for GPT-6 Sol and 14.7% for Yi-34B.
  • Yi-34B has downloadable open weights; the other is API-only.

Side by side

GPT-6 SolYi-34B
ProviderOpenAI01.AI
Noometry Index61.827.8
Released2026-09-222023-11-02
WeightsProprietaryOpen
Context window1.05M—
Max output128K—
Input $ / M tokens$2—
Output $ / M tokens$10—
Results tracked4523

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Category by category

Coding GPT-6 Sol leads

GPT-6 Sol: 60.1 (#11), Yi-34B: 32.3 (#274)

BenchmarkGPT-6 SolYi-34B
LMArena Coding14471112
DeepSWE68.8%—
FrontierCode49.3%—
LMArena WebDev1688—
SciCode57.6%—
ALE-Bench2,462—

Agentic & Tool Use Not comparable

GPT-6 Sol: 37.2 (#36), Yi-34B: —

BenchmarkGPT-6 SolYi-34B
APEX-Agents54.3%—
GDP.pdf26.4%—
Vending-Bench 214,428—

Reasoning GPT-6 Sol leads

GPT-6 Sol: 74.0 (#9), Yi-34B: 21.2 (#226)

BenchmarkGPT-6 SolYi-34B
LMArena Hard Prompts14181104
Epoch Capabilities Index162.72117.39
ARC-AGI-289.6%—
NYT Connections (extended)90.1%—
ARC-AGI-195.5%—
CritPt30.9%—
EBR-Bench53.3%—
Mystery Game Puzzles56%—
DTBench97.3%—
LMCA59.1%—
BIG-Bench Hard—71.7%

Math GPT-6 Sol leads

GPT-6 Sol: 87.2 (#7), Yi-34B: 21.6 (#282)

BenchmarkGPT-6 SolYi-34B
LMArena Math14021114
FrontierMath (Tiers 1-3)89.8%—
FrontierMath Tier 490%—
OTIS Mock AIME 2024-2025100%—
ProofBench83%—
MATH Level 5—5.1%
GSM8K—76%

Knowledge GPT-6 Sol leads

GPT-6 Sol: 64.8 (#15), Yi-34B: 7.5 (#309)

BenchmarkGPT-6 SolYi-34B
GPQA Diamond94.3%14.7%
LMArena Expert14391061
SimpleQA Verified60.7%—
Vectara Hallucination Rate6.5%—
MMLU—76.3%

Multimodal Not comparable

GPT-6 Sol: 47.6 (#10), Yi-34B: —

BenchmarkGPT-6 SolYi-34B
LMArena Vision1245—
Blueprint-Bench 236.9%—
Furniture Assembly58.3%—

Multilingual GPT-6 Sol leads

GPT-6 Sol: 50.5 (#118), Yi-34B: 29.7 (#264)

BenchmarkGPT-6 SolYi-34B
LMArena Non-English13851079
LMArena Chinese14051176
LMArena French14101081
LMArena German13901042
LMArena Japanese1385993
LMArena Korean1341959
LMArena Russian14011050
LMArena Spanish13841070

Instruction Following GPT-6 Sol leads

GPT-6 Sol: 74.5 (#94), Yi-34B: 56.2 (#274)

BenchmarkGPT-6 SolYi-34B
LMArena Instruction Following14121091

Long Context GPT-6 Sol leads

GPT-6 Sol: 43.1 (#108), Yi-34B: 33.2 (#264)

BenchmarkGPT-6 SolYi-34B
LMArena Longer Query14111094

Writing & Preference GPT-6 Sol leads

GPT-6 Sol: 71.9 (#18), Yi-34B: 34.1 (#273)

BenchmarkGPT-6 SolYi-34B
LMArena Text13951129
LMArena Creative Writing13781108
LMArena Multi-Turn14121113
EQ-Bench Creative Writing2125—

Frequently asked questions

Is GPT-6 Sol better than Yi-34B?

GPT-6 Sol is the stronger model overall, scoring 61.8 to 27.8 on the Noometry Index.

Is GPT-6 Sol or Yi-34B better for coding?

GPT-6 Sol scores higher on coding benchmarks: 60.1 versus 32.3 in the Noometry coding category.

How many benchmarks do GPT-6 Sol and Yi-34B share?

19 benchmarks have published results for both models. GPT-6 Sol has 45 scored results on Noometry and Yi-34B has 23.

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