GLM-4.6

GLM-4.6 is a reasoning model from Z.AI. 19 benchmarks count toward its score, in 6 categories.

availableShows if the model has enough results for an index.
IndexOverall score out of 100.42.2 ±5.2
CoverageShare of the index weight with results.85%
SpeedOutput tokens per second.79/s
Input / 1MUS dollars per 1M input tokens.$0.43
Output / 1MUS dollars per 1M output tokens.$1.75
ContextMaximum tokens in one request.205K
EloLMArena rating and rank.1440 (#66)

The index is a score out of 100. The ± range shows how much it can change.

35,061 votes. Elo shows what people prefer. It does not change the score.

CapabilitiesScore per category, out of 100.

Out of 100
AgenticMulti-step tasks with tools.
48.1
CodingCode writing and repair.
47.1
ReasoningLogic problems and puzzles.
32.4
MultimodalTasks with images and text.
N/A
KnowledgeFacts and expert knowledge.
40.4
MultilingualTasks in many languages.
N/A
InstructionTasks with strict rules in the prompt.
26.4
MathMath problems.
45.6

Results

19 counted
BenchmarkThe test name.CategoryThe capability that the test measures.ResultThe score from the publisher.IndexThis result as a score out of 100.RunThe settings of the run.DateDate of the result.Published byThe source of the result.
AIMEMath92.7%56.916 Apr 2026Vals AI
MGSMMultilingual89.7%9 Jan 2026Vals AI
MMLU ProKnowledge82.2%50.01 Sept 2026Vals AI
LiveCodeBenchCoding81.0%58.01 Sept 2026Vals AI
τ²-Bench Tool-Agent-User EvaluationAgentic76.9%54.0Victor Barres et al.
GPQA DiamondKnowledge74.5%47.01 Sept 2026Vals AI
Artificial Analysis GPQA DiamondKnowledge63.2%33.3Artificial Analysis
SWE-bench VerifiedCoding61.8%47.1mini-SWE-agent1 Sept 2026SWE-bench team
SWE-bench VerifiedCoding55.4%42.0mini-SWE-agent26 Feb 2026SWE-bench team
Terminal-Bench 1.0Agentic42.5%47.612 Jan 2026Vals AI
Artificial Analysis IFBenchInstruction36.7%26.4Artificial Analysis
Terminal-Bench 2.0Agentic28.1%42.74 Jun 2026Vals AI
Artificial Analysis Long Context ReasoningReasoning26.3%26.5Artificial Analysis
Artificial Analysis Omniscience AccuracyKnowledge21.4%40.3Artificial Analysis
Artificial Analysis Intelligence IndexKnowledge14.9%41.1Artificial Analysis
Artificial Analysis Humanity's Last ExamKnowledge5.5%30.5Artificial Analysis
IOI v1Coding4.3%42.49 Aug 2026Vals AI
FrontierMath-2025-02-28-PrivateMath3.8%34.2Epoch AI
Vibe Code Bench v1.1Coding3.1%43.5OpenHands21 Sept 2026Vals AI
FrontierMath-Tier-4-2025-07-01-PrivateMath2.1%45.8Epoch AI
Critical Physics TasksReasoning0.0%38.4Artificial Analysis

19 benchmarks count, from 20 of 21 results. A grey row does not count. Too few models took that benchmark.

Sources

BenchLM benchmark aggregationUsed with attribution; per-benchmark results credited to their original authorsOpenRouter, collected directlyNo licence statedVals AI, collected directlyNo licence stated. Read from the public leaderboard and credited to Vals AISWE-bench team, collected directlyNo licence stated. The repository publishes submission records for reproducibility and transparency and asks that SWE-bench be citedEpoch AI, collected directlyCC BY — free to use and redistribute with attribution

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