The Model Index
Up to four models

GLM-5.3-Flash vs Qwen3.8-27B

On the index (GPT-4 = 100), GLM-5.3-Flash scores 164 and Qwen3.8-27B 161. Side by side on the same third-party tests, with price and context. The link in your address bar shares this exact comparison.

Next to GLM-5.3-Flash
Presets
GLM-5.3-Flash
164148–180
WeightsOpen
ReleasedAug 2026
Price in / out$0.15 / $0.50
Context1.05M
Core tests taken6 of 9
Qwen3.8-27B
161145–178
WeightsOpen
ReleasedAug 2026
Price in / out$0.039 / $1.25
Context1M
Core tests taken3 of 9

GLM-5.3-Flash and Qwen3.8-27B are too close to call (3 points apart, within the uncertainty), ahead on 3 of 3 shared core tests, and costs 1.4× less.

Test by testthird-party results

GLM-5.3-FlashQwen3.8-27B
0%25%50%75%100%REASONING & KNOWLEDGELiveBench Data AnalysisLiveBench Data AnalysisLiveBench IFLiveBench IFLiveBench LanguageLiveBench LanguageLiveBench ReasoningLiveBench ReasoningGPQA Diamond (Vals AI)GPQA Diamond (Vals AI)MMLU ProMMLU ProMMMU ProMMMU ProMATHSLiveBench MathematicsLiveBench MathematicsProofBench v1.1ProofBench v1.1Surface Evolver BenchSurface Evolver BenchCODINGLiveBench Agentic CodingLiveBench Agentic CodingLiveBench CodingLiveBench CodingCode MigrationCode MigrationCyberBench v1.1CyberBench v1.1IOIIOILiveCodeBenchLiveCodeBenchProgramBenchProgramBenchSWE-benchSWE-benchVibe Code Bench v1.1Vibe Code Bench v1.1AGENTSAPEX-AgentsAPEX-AgentsSkillsBenchSkillsBenchTerminal-Bench-ScienceTerminal-Bench-SciencePROFESSIONAL WORKFinance Agent (v2)Finance Agent (v2)EMBEMBLegalBenchLegalBenchLegal Research BenchLegal Research BenchMedScribeMedScribeTax Agent BenchTax Agent BenchTaxEval v2TaxEval v2NOVEL PROBLEMSARC-AGI-2ARC-AGI-2ARC-AGI-1ARC-AGI-1
Every result as a table
TestGLM-5.3-FlashQwen3.8-27B
Reasoning & knowledge
LiveBench Data Analysis76.4%76.6%
LiveBench IF52.8%72.7%
LiveBench Language77.3%74.4%
LiveBench Reasoning77.6%80.0%
GPQA Diamond (Vals AI)86.4%88.9%
MMLU Pro86.1%84.3%
MMMU Pro86.0%83.9%
Maths
LiveBench Mathematics81.2%86.2%
ProofBench v1.121.0%16.0%
Surface Evolver Bench52.5%45.0%
Coding
LiveBench Agentic Coding56.8%61.4%
LiveBench Coding79.0%75.7%
Code Migration20.5%14.2%
CyberBench v1.167.9%67.8%
IOI52.5%39.1%
LiveCodeBench80.5%84.0%
ProgramBench0.0%0.0%
SWE-bench92.0%86.0%
Vibe Code Bench v1.130.8%64.8%
Agents
APEX-Agents52.8%47.5%
SkillsBench40.2%38.1%
Terminal-Bench-Science2.9%0.0%
Professional work
Finance Agent (v2)57.9%48.5%
EMB55.9%59.7%
LegalBench83.9%82.4%
Legal Research Bench45.2%36.1%
MedScribe88.9%83.9%
Tax Agent Bench31.6%30.9%
TaxEval v275.6%70.9%
Novel problems
ARC-AGI-265.8%42.4%
ARC-AGI-191.0%87.5%

Tests at least two of these models have taken. Bold rows are the core tests.

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