Model comparison

GLM-5.1 vs Llama2 70b Steerlm Chat

GLM-5.1 is the stronger model overall, scoring 47.6 to 31.2 on the Noometry Index.

Last verified . 9 shared benchmarks.

GLM-5.1 Z.ai (Zhipu)

47.6

Rank #51 Confirmed

Llama2 70b Steerlm Chat NVIDIA

31.2

Rank #265 Confirmed

Summary

  • They share 9 benchmarks with published results for both. GLM-5.1 scores higher in 7 categories and Llama2 70b Steerlm Chat in 0 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where GLM-5.1 leads 67.2 to 31.8.

Side by side

GLM-5.1 and Llama2 70b Steerlm Chat specifications
GLM-5.1Llama2 70b Steerlm Chat
ProviderZ.ai (Zhipu)NVIDIA
Noometry Index47.631.2
Released2026-04-07—
WeightsOpenOpen
Context window200K—
Max output131K—
Input $ / M tokens$1.40—
Output $ / M tokens$4.40—
Results tracked419

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Category by category

Coding GLM-5.1 leads

GLM-5.1: 48.5 (#52), Llama2 70b Steerlm Chat: 29.3 (#295)

Coding benchmarks
BenchmarkGLM-5.1Llama2 70b Steerlm Chat
LMArena Coding14861025
SWE-bench Verified74.2%—
LMArena WebDev1509—
SciCode43.8%—
WeirdML57.1%—
ALE-Bench887.1—

Agentic & Tool Use Not comparable

GLM-5.1: 24.8 (#106), Llama2 70b Steerlm Chat: —

Agentic & Tool Use benchmarks
BenchmarkGLM-5.1Llama2 70b Steerlm Chat
APEX-Agents40.9%—
ExploitBench18.1%—
GBAEval0%—
Vending-Bench 25,634—

Reasoning GLM-5.1 leads

GLM-5.1: 38.2 (#57), Llama2 70b Steerlm Chat: 19.1 (#245)

Reasoning benchmarks
BenchmarkGLM-5.1Llama2 70b Steerlm Chat
LMArena Hard Prompts14721047
SimpleBench55.1%—
NYT Connections (extended)77.7%—
CritPt4.6%—
Chess Puzzles19%—
Thematic Generalization69.8%—
Epoch Capabilities Index149.86—

Math GLM-5.1 leads

GLM-5.1: 49.0 (#48), Llama2 70b Steerlm Chat: 28.8 (#223)

Math benchmarks
BenchmarkGLM-5.1Llama2 70b Steerlm Chat
LMArena Math14721072
FrontierMath (Tiers 1-3)36.8%—
MathArena Final-Answer Competitions67.1%—
OTIS Mock AIME 2024-202593.3%—
ProofBench22.2%—
FrontierMath (Feb 2025 set)33.4%—
FrontierMath Tier 4 (v1)12.5%—

Knowledge Not comparable

GLM-5.1: 55.0 (#45), Llama2 70b Steerlm Chat: —

Knowledge benchmarks
BenchmarkGLM-5.1Llama2 70b Steerlm Chat
GPQA Diamond89.9%—
SimpleQA Verified34%—
LMArena Expert1477—

Multilingual GLM-5.1 leads

GLM-5.1: 55.2 (#34), Llama2 70b Steerlm Chat: 28.9 (#265)

Multilingual benchmarks
BenchmarkGLM-5.1Llama2 70b Steerlm Chat
LMArena Non-English14481064
LMArena Chinese1516—
LMArena French1478—
LMArena German1466—
LMArena Japanese1436—
LMArena Korean1423—
LMArena Russian1453—
LMArena Spanish1467—

Instruction Following GLM-5.1 leads

GLM-5.1: 76.5 (#41), Llama2 70b Steerlm Chat: 54.5 (#274)

Instruction Following benchmarks
BenchmarkGLM-5.1Llama2 70b Steerlm Chat
LMArena Instruction Following14511061

Long Context GLM-5.1 leads

GLM-5.1: 44.9 (#51), Llama2 70b Steerlm Chat: 30.4 (#283)

Long Context benchmarks
BenchmarkGLM-5.1Llama2 70b Steerlm Chat
LMArena Longer Query1467998

Writing & Preference GLM-5.1 leads

GLM-5.1: 67.2 (#29), Llama2 70b Steerlm Chat: 31.8 (#278)

Writing & Preference benchmarks
BenchmarkGLM-5.1Llama2 70b Steerlm Chat
LMArena Text14621098
LMArena Creative Writing14541091
LMArena Multi-Turn14731058
EQ-Bench Creative Writing1592—

Frequently asked questions

Is GLM-5.1 better than Llama2 70b Steerlm Chat?

GLM-5.1 is the stronger model overall, scoring 47.6 to 31.2 on the Noometry Index.

Is GLM-5.1 or Llama2 70b Steerlm Chat better for coding?

GLM-5.1 scores higher on coding benchmarks: 48.5 versus 29.3 in the Noometry coding category.

How many benchmarks do GLM-5.1 and Llama2 70b Steerlm Chat share?

9 benchmarks have published results for both models. GLM-5.1 has 41 scored results on Noometry and Llama2 70b Steerlm Chat has 9.

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