Model comparison

Claude Opus 5 vs GLM-5.2

Claude Opus 5 is the stronger model overall, scoring 67.8 to 51.1 on the Noometry Index. GLM-5.2 costs 4.7× less per token, which makes it the better buy when Claude Opus 5's lead doesn't matter for your workload.

Last verified . 47 shared benchmarks.

Claude Opus 5 Anthropic

67.8

Rank #4 Confirmed

GLM-5.2 Z.ai (Zhipu)

51.1

Rank #44 Confirmed

Summary

  • They share 47 benchmarks with published results for both. Claude Opus 5 scores higher in 9 categories and GLM-5.2 in 0 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Claude Opus 5 leads 77.2 to 42.3.
  • The biggest single-benchmark swing is GBAEval: 79.6% for Claude Opus 5 and 0% for GLM-5.2.
  • GLM-5.2 is cheaper at $1.40 / $4.40 per million input/output tokens, against $5 / $25 for Claude Opus 5.
  • GLM-5.2 has downloadable open weights; the other is API-only.

Side by side

Claude Opus 5 and GLM-5.2 specifications
Claude Opus 5GLM-5.2
ProviderAnthropicZ.ai (Zhipu)
Noometry Index67.851.1
Released2026-07-242026-06-13
WeightsProprietaryOpen
Context window1M1M
Max output128K131K
Input $ / M tokens$5$1.40
Output $ / M tokens$25$4.40
Results tracked5751

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Category by category

Coding Claude Opus 5 leads

Claude Opus 5: 67.5 (#5), GLM-5.2: 51.3 (#41)

Coding benchmarks
BenchmarkClaude Opus 5GLM-5.2
DeepSWE73.6%43.8%
FrontierCode53.4%24.5%
LMArena WebDev16911603
SciCode56.4%50.5%
WeirdML91.8%70.1%
LMArena Coding15341485
ALE-Bench2,1651,047
SWE-bench Verified—78.7%
CursorBench46.6%—
FrontierSWE52%—

Agentic & Tool Use Claude Opus 5 leads

Claude Opus 5: 55.6 (#1), GLM-5.2: 32.4 (#63)

Agentic & Tool Use benchmarks
BenchmarkClaude Opus 5GLM-5.2
APEX-Agents65.8%45.2%
τ²-bench Banking48.7%37.1%
PostTrainBench35%31.7%
GBAEval79.6%0%
Vending-Bench 211,1828,314
OSWorld 2.031.4%—
BALROG63.4%—
GDP.pdf24%—

Reasoning Claude Opus 5 leads

Claude Opus 5: 77.2 (#4), GLM-5.2: 42.3 (#52)

Reasoning benchmarks
BenchmarkClaude Opus 5GLM-5.2
ARC-AGI-290.4%22.8%
SimpleBench80.6%58.8%
NYT Connections (extended)94.3%74.3%
ARC-AGI-197.5%77%
CritPt29.1%20.9%
Chess Puzzles42%21%
EBR-Bench45.7%9.5%
LMArena Hard Prompts15261480
Mystery Game Puzzles59%19%
DTBench97.9%93.6%
LMCA64.5%45.8%
Epoch Capabilities Index162.78151.78
Kagi LLM Benchmark—62.6%
Surface Evolver Bench—55.6%
Bench to the Future 30.12—

Math Claude Opus 5 leads

Claude Opus 5: 86.2 (#8), GLM-5.2: 55.7 (#43)

Math benchmarks
BenchmarkClaude Opus 5GLM-5.2
FrontierMath (Tiers 1-3)85.6%59.2%
FrontierMath Tier 473.2%29.3%
OTIS Mock AIME 2024-202598.9%86.4%
ProofBench99%35%
LMArena Math15311482
MathArena Final-Answer Competitions—67.6%

Knowledge Claude Opus 5 leads

Claude Opus 5: 66.8 (#9), GLM-5.2: 57.1 (#40)

Knowledge benchmarks
BenchmarkClaude Opus 5GLM-5.2
GPQA Diamond93.9%91.9%
SimpleQA Verified59.9%34.2%
LMArena Expert15571486

Multimodal Not comparable

Claude Opus 5: 50.8 (#8), GLM-5.2: —

Multimodal benchmarks
BenchmarkClaude Opus 5GLM-5.2
LMArena Vision1319—
Blueprint-Bench 230.4%—
Furniture Assembly60.8%—
LMArena Document1516—

Multilingual Claude Opus 5 leads

Claude Opus 5: 58.8 (#4), GLM-5.2: 55.8 (#26)

Multilingual benchmarks
BenchmarkClaude Opus 5GLM-5.2
LMArena Non-English15011459
LMArena Chinese15741519
LMArena French15191479
LMArena German15241468
LMArena Japanese15161451
LMArena Korean15211445
LMArena Russian15071466
LMArena Spanish15191477

Instruction Following Claude Opus 5 leads

Claude Opus 5: 79.2 (#7), GLM-5.2: 76.9 (#34)

Instruction Following benchmarks
BenchmarkClaude Opus 5GLM-5.2
LMArena Instruction Following15171465

Long Context Claude Opus 5 leads

Claude Opus 5: 46.5 (#21), GLM-5.2: 45.3 (#43)

Long Context benchmarks
BenchmarkClaude Opus 5GLM-5.2
LMArena Longer Query15151479

Writing & Preference Claude Opus 5 leads

Claude Opus 5: 79.2 (#1), GLM-5.2: 70.4 (#21)

Writing & Preference benchmarks
BenchmarkClaude Opus 5GLM-5.2
LMArena Text15071470
LMArena Creative Writing14911462
EQ-Bench Creative Writing21331757
EQ-Bench 413851222
LMArena Multi-Turn14991469

Frequently asked questions

Is Claude Opus 5 better than GLM-5.2?

Claude Opus 5 is the stronger model overall, scoring 67.8 to 51.1 on the Noometry Index. GLM-5.2 costs 4.7× less per token, which makes it the better buy when Claude Opus 5's lead doesn't matter for your workload.

Which is cheaper, Claude Opus 5 or GLM-5.2?

GLM-5.2 is cheaper. It lists at $1.40 per million input tokens and $4.40 per million output tokens; Claude Opus 5 lists at $5 and $25.

Is Claude Opus 5 or GLM-5.2 better for coding?

Claude Opus 5 scores higher on coding benchmarks: 67.5 versus 51.3 in the Noometry coding category.

Which has the bigger context window?

Both accept 1M tokens.

How many benchmarks do Claude Opus 5 and GLM-5.2 share?

47 benchmarks have published results for both models. Claude Opus 5 has 57 scored results on Noometry and GLM-5.2 has 51.

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