GLM-5.2 vs Gemma 4 26B A4B: Release Comparison

Comparison of the GLM-5.2 and Gemma 4 26B A4B releases: 2 and 2 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 4 models.

  • For intelligence, GLM-5.2 scores highest: GLM-5.2 (max) at 34, against Gemma 4 26B A4B (Reasoning) at 17 for Gemma 4 26B A4B.
  • For output speed, GLM-5.2 is fastest: GLM-5.2 (Non-reasoning) at 148 t/s, against Gemma 4 26B A4B (Non-reasoning) at 64 t/s for Gemma 4 26B A4B.

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 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
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 4.0 · 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
71
8.22s
36.45s
43.50s
847.99s
753B
40B active at inference time
1M
Jun 2026
-
Yes

Supports: text

Supports: text

FriendliAIBasetenNovita
+16
GLM-5.2 (Non-reasoning)
Z AI logoZ AI
22
-
-
-
-
-
-
-
$0.9
$1.40
$4.40
$0.26
-
-
-
-
148
1.76s
1.76s
5.15s
-
753B
40B active at inference time
1M
Jun 2026
-
No

Supports: text

Supports: text

BasetenNebiusScaleway
+4
Gemma 4 26B A4B (Reasoning)
Google logoGoogle
17
-
-
-
-
-
-
-
$0.1
$0.115
$0.37
$0.085
-
-
-
-
-
-
-
-
-
25.2B
3.8B active at inference time
256k
Apr 2026
-
Yes

Supports: text, image, and video

Supports: text

MakoraNovitaGoogle
+4
Gemma 4 26B A4B (Non-reasoning)
Google logoGoogle
13
-
-
-
-
-
-
-
$0.2
$0.13
$0.40
$0.125
-
-
-
-
64
1.46s
1.46s
9.22s
-
25.2B
3.8B active at inference time
256k
Apr 2026
-
No

Supports: text, image, and video

Supports: text

MakoraParasailGMI
+4