Frontier Log

Z.aiModel

GLM-5

Made by
Z.ai
Released
Announced in
GLM-5: From Vibe Coding to Agentic Engineeringz.ai
Event
GLM-5
API record
/api/v1/models/glm-5

Benchmark results

BenchmarkScoreSource check
Humanity's Last ExamNo tools · text-only subset; GPT-5.2 judge; up to 131,072 output tokens30.5%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
Humanity's Last ExamWith tools · text-only subset; GPT-5.2 judge; 202,752-token context50.4%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
CorroboratedThe same number is printed in 1 other lab document: 1
SWE-bench VerifiedOpenHands with a tailored prompt; 200K context77.8%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
CorroboratedThe same number is printed in 1 other lab document: 1
SWE-bench ProOpenHands with a tailored prompt · reported later, in GLM-5.1: Towards Long-Horizon Tasks · The source doesn't say whether this is the public or the commercial set55.1%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
CorroboratedThe same number is printed in 1 other lab document: 1
GPQA Diamondup to 131,072 output tokens86.0%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
CorroboratedThe same number is printed in 1 other lab document: 1
BrowseCompwithout context management: keeps the last 5 turns62.0%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
CorroboratedThe same number is printed in 1 other lab document: 1
with context management, discard-all strategy75.9%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
CorroboratedThe same number is printed in 1 other lab document: 1
Terminal-Bench 2.0Terminus 2 harness; 2h timeout; 128K context (60.7 on Z.ai's verified version of the benchmark)56.2%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
CorroboratedThe same number is printed in 2 other lab documents: 1 2
Claude Code harness, thinking; no time limit; averaged over 5 runs (61.1 on Z.ai's verified version of the benchmark)56.2%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
CorroboratedThe same number is printed in 2 other lab documents: 1 2
MCP Atlas500-task public set; thinking mode; 10-minute timeout per task; Gemini 3 Pro judge67.8%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
500-task public set; Gemini 3 Pro judge · reported later, in GLM-5.1: Towards Long-Horizon Tasks69.2%
CheckedA person checked this number against its source on 19 Oct 2026. This confirms the number matches what the lab published, not that the score was reproduced.
Sources

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