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← comparisons / glm-5.1-vs-gpt-5.6-luna

GLM-5.1 vs GPT-5.6 Luna

Side-by-side from the Invokeable directory — provider-attributed pricing, canonical IDs, draft data flagged. Open as a shareable card →

01Head to head

GLM-5.1GPT-5.6 Luna
CreatorZhipuaiOpenAI
Released2026-04-072026-07-09
Context200K1.1M
Max output131K128K
Input $/M$0.98/M—
Output $/M$3.08/M—
Knowledge cutoff—2026-02
Modalitiestext → texttext + image → text
Capabilitiestool-use, extended-thinking, structured-outputtool-use, extended-thinking, structured-output
ProvidersOpenRouterOpenAI API

02Benchmarks · vendor-reported unless verified

GLM-5.1GPT-5.6 Luna
Artificial Analysis Coding Agent Index (average pass@1)52.7—
BrowseComp (accuracy)—83.3
DeepSWE—67.2%
FrontierMath (accuracy)—78.6
GPQA Diamond (accuracy)—92.3
SWE-Atlas Codebase QnA (pass@1)73.2—
SWE-bench Pro—62.7%
SWE-bench Pro (pass@1)19.8—
Terminal-Bench (pass@1)65.1—
Terminal-Bench (success rate)—84.7