Model comparison

GPT-5.6 Sol vs Llama 2-34B

GPT-5.6 Sol has enough public results to be ranked (#7); Llama 2-34B does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

GPT-5.6 Sol OpenAI

65.0

Rank #7 Confirmed

Llama 2-34B Meta

—

Unranked

Summary

  • They share 1 benchmark with published results for both.

Side by side

GPT-5.6 Sol and Llama 2-34B specifications
GPT-5.6 SolLlama 2-34B
ProviderOpenAIMeta
Noometry Index65.0—
Released2026-07-092023-07-18
WeightsProprietaryProprietary
Context window1.05M—
Max output128K—
Input $ / M tokens$4—
Output $ / M tokens$20—
Results tracked6510

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Category by category

Coding Not comparable

GPT-5.6 Sol: 65.1 (#7), Llama 2-34B: —

Coding benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
DeepSWE72.7%—
FrontierCode47.5%—
CursorBench41.7%—
LMArena WebDev1618—
FrontierSWE32.2%—
SciCode57.1%—
GSO76.5%—
WeirdML89.4%—
LMArena Coding1498—
MirrorCode20%—
ALE-Bench2,177—

Agentic & Tool Use Not comparable

GPT-5.6 Sol: 50.3 (#7), Llama 2-34B: —

Agentic & Tool Use benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
APEX-Agents51.4%—
OSWorld 2.027.3%—
τ²-bench Banking46.9%—
PostTrainBench36.2%—
BALROG60%—
GBAEval52.6%—
GDP.pdf30.7%—
LMArena Search1257—
Vending-Bench 29,619—

Reasoning Not comparable

GPT-5.6 Sol: 74.8 (#8), Llama 2-34B: —

Reasoning benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
Epoch Capabilities Index161.66105.2
ARC-AGI-292.5%—
SimpleBench71.7%—
Kagi LLM Benchmark67%—
NYT Connections (extended)93.8%—
ARC-AGI-197.5%—
CritPt32.3%—
Chess Puzzles64%—
EnigmaEval37.1%—
EBR-Bench44.8%—
LMArena Hard Prompts1484—
Mystery Game Puzzles58%—
DTBench96%—
LMCA59.2%—
Surface Evolver Bench93.1%—
Bench to the Future 30.14—
BIG-Bench Hard—44.1%
PIQA—81.9%
WinoGrande—76.7%

Math Not comparable

GPT-5.6 Sol: 85.6 (#9), Llama 2-34B: —

Math benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
FrontierMath (Tiers 1-3)89.1%—
FrontierMath Tier 482.9%—
OTIS Mock AIME 2024-2025100%—
ProofBench83%—
LMArena Math1474—
FrontierMath Erdős0%—
GSM8K—42.2%

Knowledge Not comparable

GPT-5.6 Sol: 64.3 (#18), Llama 2-34B: —

Knowledge benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
GPQA Diamond93.5%—
SimpleQA Verified69.7%—
Vectara Hallucination Rate12.4%—
LMArena Expert1516—
ARC (AI2) Challenge—54.5%
BoolQ—83.7%
MMLU—62.6%
OpenBookQA—58.2%
TriviaQA—84.6%

Multimodal Not comparable

GPT-5.6 Sol: 48.6 (#9), Llama 2-34B: —

Multimodal benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
LMArena Vision1281—
Blueprint-Bench 233.6%—
Furniture Assembly56.7%—
LMArena Document1483—

Multilingual Not comparable

GPT-5.6 Sol: 55.3 (#32), Llama 2-34B: —

Multilingual benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
LMArena Non-English1452—
LMArena Chinese1527—
LMArena French1477—
LMArena German1476—
LMArena Japanese1471—
LMArena Korean1442—
LMArena Russian1468—
LMArena Spanish1441—

Instruction Following Not comparable

GPT-5.6 Sol: 77.7 (#16), Llama 2-34B: —

Instruction Following benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
LMArena Instruction Following1482—

Long Context Not comparable

GPT-5.6 Sol: 45.4 (#42), Llama 2-34B: —

Long Context benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
LMArena Longer Query1480—

Writing & Preference Not comparable

GPT-5.6 Sol: 73.3 (#12), Llama 2-34B: —

Writing & Preference benchmarks
BenchmarkGPT-5.6 SolLlama 2-34B
LMArena Text1457—
LMArena Creative Writing1448—
EQ-Bench Creative Writing1972—
EQ-Bench 41250—
LMArena Multi-Turn1460—

Frequently asked questions

Is GPT-5.6 Sol better than Llama 2-34B?

GPT-5.6 Sol has enough public results to be ranked (#7); Llama 2-34B does not yet, so treat this comparison as directional.

How many benchmarks do GPT-5.6 Sol and Llama 2-34B share?

1 benchmark has published results for both models. GPT-5.6 Sol has 65 scored results on Noometry and Llama 2-34B has 10.

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