GLM-5.2 vs DeepSeek V4 Pro 0424: Release Comparison

Comparison of the GLM-5.2 and DeepSeek V4 Pro 0424 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-5.2 scores highest: GLM-5.2 (max) at 34, against DeepSeek V4 Pro (Reasoning, Max Effort) at 31 for DeepSeek V4 Pro 0424.
  • For output speed, GLM-5.2 is fastest: GLM-5.2 (Non-reasoning) at 147 t/s, against DeepSeek V4 Pro (Reasoning, High Effort) at 77 t/s for DeepSeek V4 Pro 0424.
  • For cost per task, DeepSeek V4 Pro 0424 is cheapest: DeepSeek V4 Pro (Reasoning, Max Effort) at $0.12, against GLM-5.2 (max) at $0.96 for GLM-5.2.

Releases compared

Intelligence

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v4.3 incorporates 10 evaluations: AA-Briefcase, GDPval-AA v2, AutomationBench-AA, Terminal-Bench v4.0, 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
Pareto line

Cost

Cost per Intelligence Index Task

Weighted average cost (USD) per Artificial Analysis Intelligence Index task, segmented by token type. Lower is better

Speed & Latency

Output Speed

Output tokens per second · Higher is better

Capability Scores

Capability Indices

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

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

Strategy & Ops Index

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

Legal Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2, AA-Briefcase, 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, AA-Briefcase, 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, AA-Briefcase, Terminal-Bench v4.0 · Higher is better

Economics Index

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

Further details

Input modality
Output modality
Weights
Provider Benchmarks
GLM-5.2 (max)
Z AI logoZ AI
34
34
31
35
33
37
46
$0.96
$0.9
$1.40
$4.40
$0.26
$1,559
64k
51k
178M
78
7.72s
33.51s
39.95s
774.02s
753B
40B active at inference time
1M
Jun 2026
-
Yes

Supports: text

Supports: text

FriendliAIBasetenNovita
+16
DeepSeek V4 Pro (Reasoning, Max Effort)
DeepSeek logoDeepSeek
31
35
40
34
33
32
38
$0.12
$0.2
$0.435
$0.87
$0.0036
$277
49k
33k
212M
76
1.66s
59.09s
65.66s
450.37s
1.6T
49B active at inference time
1M
Apr 2026
-
Yes

Supports: text

Supports: text

DeepInfraMicrosoft AzureNovita
+6
DeepSeek V4 Pro (Reasoning, High Effort)
DeepSeek logoDeepSeek
30
-
-
-
-
-
-
-
$0.2
$0.435
$0.87
$0.0036
-
-
-
-
77
1.72s
27.55s
34.03s
-
1.6T
49B active at inference time
1M
Apr 2026
-
Yes

Supports: text

Supports: text

DeepInfraMicrosoft AzureDeepSeek
+5
GLM-5.2 (Non-reasoning)
Z AI logoZ AI
22
-
-
-
-
-
-
-
$0.9
$1.40
$4.40
$0.26
-
-
-
-
147
1.62s
1.62s
5.03s
-
753B
40B active at inference time
1M
Jun 2026
-
No

Supports: text

Supports: text

BasetenNebiusScaleway
+4
DeepSeek V4 Pro (Non-reasoning)
DeepSeek logoDeepSeek
21
-
-
-
-
-
-
-
$0.2
$0.435
$0.87
$0.0036
-
-
-
-
77
1.57s
1.57s
8.08s
-
1.6T
49B active at inference time
1M
Apr 2026
-
No

Supports: text

Supports: text

Microsoft AzureBitdeer AINebius
+2