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GLM-4.7 (Reasoning)

GLM-4.7 (Reasoning) · Released 2025-12-22

AA Intelligence Index 33.7. Listed on Artificial Analysis with API pricing $0.6/$2.2 per 1M tokens. Benchmark rows sync from the AA snapshot — see the ledger on this page.

Frontier model tracked on Artificial Analysis. Use the benchmark ledger below for sourced scores; we do not infer numbers beyond published rows.

#116 of 184 on AA Index · current snapshot
22 AA Index · 12 benchmark rows · 1 sourcesPosition is benchmark-specific — not a cross-family or cross-source ranking.
Composite59
ContextUnlisted
Input / 1M$0.60
Output / 1M$2.2
Knowledge cutoffunpublished
Statussolid

Family profile

Best published score in each covered benchmark family.

79/100 avg
Knowledge
86
Reasoning
86
Math
95
Coding
89
Agentic
45
Long context
71

6 tested benchmark families

Benchmark placements

Where GLM-4.7 (Reasoning) places on each public benchmark source that publishes a row. Rank counts every model with a latest row in the same test — not a universal quality score.

BenchmarkFamilyRankScoreSourceDate
LiveCodeBenchCoding#3/ 3189Artificial Analysis2026-09-10
AIMEMath#7/ 3795Artificial Analysis2026-09-10
MMLU-ProKnowledge#21/ 3986Artificial Analysis2026-09-10
IFBenchReasoning#60/ 12768Artificial Analysis2026-09-10
τ³-Bench BankingAgentic#89/ 11012Artificial Analysis2026-09-10
GPQA DiamondReasoning#91/ 19086Artificial Analysis2026-09-10
Humanity's Last ExamReasoning#99/ 18527Artificial Analysis2026-09-10
Terminal-BenchAgentic#103/ 18945Artificial Analysis2026-09-10
AA-LCRLong context#113/ 18271Artificial Analysis2026-09-10
AA output speedPerformance#118/ 190Artificial Analysis2026-09-10
AA time to first tokenPerformance#118/ 190Artificial Analysis2026-09-10
Artificial Analysis Intelligence IndexReasoning#122/ 18822Artificial Analysis2026-09-10
Family context

The three highest-scoring models with pages in each capability family. Where GLM-4.7 (Reasoning) shows up, it's highlighted.

KnowledgeGLM-4.7 (Reasoning) · 86
  1. 1
    GPT 5.5
    91
  2. 2
    Claude Opus 4.8
    91
  3. 3
    Claude Sonnet 4.6
    91
ReasoningGLM-4.7 (Reasoning) · 86
  1. 1
    GPT-6 Astra
    96
  2. 2
    Claude Mythos Preview
    95
  3. 3
    Gemini 3.7 Flash
    95
MathGLM-4.7 (Reasoning) · 95
  1. 1
    OpenAI o3
    99
  2. 2
    GPT-5 (medium)
    99
  3. 3
    Grok 4
    99
CodingGLM-4.7 (Reasoning) · 89
  1. 1
    GPT 5.5
    96
  2. 2
    Claude Opus 4.8
    96
  3. 3
    Claude Opus 4.6
    96
AgenticGLM-4.7 (Reasoning) · 45
  1. 1
    GPT 5.5
    100
  2. 2
    Claude Opus 4.8
    100
  3. 3
    Claude Fable 5
    100
Long contextGLM-4.7 (Reasoning) · 71
  1. 1
    Kimi K3
    89
  2. 2
    Claude Fable 5.1
    85
  3. 3
    GPT-5.5 (high)
    84
Newest receipts

Benchmark rows added to the public ledger for GLM-4.7 (Reasoning) in the last 120 days. Older rows live in the full table below.

12 recent
BenchmarkFamilyScoreSourceDays ago
AA-LCRLong context71%Artificial Analysis6
AA output speedPerformance0 t/sArtificial Analysis6
AA time to first tokenPerformance0.00sArtificial Analysis6
AIMEMath95%Artificial Analysis6
Artificial Analysis Intelligence IndexReasoning22.2%Artificial Analysis6
GPQA DiamondReasoning85.9%Artificial Analysis6
Humanity's Last ExamReasoning27.4%Artificial Analysis6
IFBenchReasoning67.89%Artificial Analysis6
LiveCodeBenchCoding89.4%Artificial Analysis6
MMLU-ProKnowledge85.6%Artificial Analysis6
τ³-Bench BankingAgentic12.16%Artificial Analysis6
Terminal-BenchAgentic45.32%Artificial Analysis6
Family coverage

A high composite that hides a weak family is a trap. These bars surface the families where this model hasn't been publicly tested, and where it leads.

Knowledge86
Reasoning86
Math95
Coding89
Agentic45
Long context71
Price vs. performance
0255075100$0.10$0.30$1$3$10$30input USD / 1M tokens · log scale →← intelligence

Hover any dot for name, score, and input price. Keyboard: tab through the top twelve, or use the ranking below.

AnthropicOpenAIMistralAlibabaDeepSeekGoogleMoonshotMetaxAIMiniMaxZhipuXiaomiOtherMeituanCohereNVIDIA

Full benchmark ledger

Every catalog benchmark for GLM-4.7 (Reasoning). Scores link to the original source; gaps mean no public row exists yet.

12 sourced rows

12 of 37 catalog benchmarks have a sourced row for GLM-4.7 (Reasoning).

Knowledge

Reasoning

Math

Coding

Agentic

Long context

Performance

Sources

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