All Releases

GLM-5.3 vs K2-V2: Release Comparison

Comparison of the GLM-5.3 and K2-V2 releases: 2 and 3 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 5 models.

  • For intelligence, GLM-5.3 scores highest: GLM-5.3 (Max) at 45, against K2-V2 (High) at 10 for K2-V2.
Model Playground

Releases compared

GLM-5.3 (max)GLM-5.3 (low)K2-V2 (high)K2-V2 (medium)K2-V2 (low)
Intelligence Index
45
34
10*
9*
7*
Finance & Accounting
45
35
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Strategy & Ops
48
39
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Legal
42
33
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Healthcare & Medical
47
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Cost per TaskUSD
$2.01
$0.85
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Output SpeedTokens/s
60
67
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Time to First Tokens
3.46
3.40
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Context Window
1M
1M
512k
512k
512k
Creator
Z AI
Z AI
Institute of Foundation Models
Institute of Foundation Models
Institute of Foundation Models
License
Open
Open
Open
Open
Open
Input Modality

Supports: text

Supports: text

Supports: text

Supports: text

Supports: text

Output Modality

Supports: text

Supports: text

Supports: text

Supports: text

Supports: text

Providers
ZaiSupernovaBitdeer AIDigitalOcean
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* Estimated

Artificial Analysis Intelligence Index · Higher is better
Output tokens per second · Higher is better
Weighted average cost (USD) per Intelligence Index task · Lower is better

Intelligence

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v4.3.2 incorporates 10 evaluations: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1
Estimate (independent evaluation forthcoming)

Intelligence Index vs. Cost per Intelligence Index Task

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task
Most attractive quadrant
GLM-5.3
Pareto line

Cost per Task (USD, Log Scale)

Cost

Cost per Intelligence Index Task

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

Speed & Latency

Output Speed

Output tokens per second · Higher is better

Capability Scores

Capability Indexes

Measures the performance of models on specific capabilities and industries
Finance & Accounting Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 6 evaluations: GDPval-AA v2.1, AA-Briefcase v1.1, AA-Omniscience, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AA-LCR v1.1, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better

Engineering Index

Incorporates 6 evaluations: AA-Omniscience, Humanity's Last Exam, CritPt, GDPval-AA v2.1, AA-Briefcase v1.1, Terminal-Bench 4.0 · Higher is better

Economics Index

Incorporates 5 evaluations: AA-Omniscience, Humanity's Last Exam, GDPval-AA v2.1, AA-Briefcase v1.1, AA-LCR v1.1 · Higher is better