Gemma 4 26B A4B vs Nova 2.0 Pro Preview: Release Comparison

Comparison of the Gemma 4 26B A4B and Nova 2.0 Pro Preview 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, Gemma 4 26B A4B scores highest: Gemma 4 26B A4B (Reasoning) at 17, against Nova 2.0 Pro Preview (medium) at 14 for Nova 2.0 Pro Preview.
  • For output speed, Nova 2.0 Pro Preview is fastest: Nova 2.0 Pro Preview (medium) at 120 t/s, against Gemma 4 26B A4B (Non-reasoning) at 67 t/s for Gemma 4 26B A4B.

Releases compared

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
Pareto line

Cost per Task (USD, Log Scale)

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 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: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, 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

Further details

Input modality
Output modality
Weights
Provider Benchmarks
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
Nova 2.0 Pro Preview (medium)
Amazon logoAmazon
14
-
-
-
-
-
-
-
$1.5
$1.25
$10.00
$0.312
-
-
-
-
120
14.52s
31.16s
35.32s
-
-
256k
Nov 2025
-
Yes

Supports: text and image

Supports: text

Not available
-
Amazon Bedrock
Gemma 4 26B A4B (Non-reasoning)
Google logoGoogle
13
-
-
-
-
-
-
-
$0.2
$0.13
$0.40
$0.125
-
-
-
-
67
1.33s
1.33s
8.80s
-
25.2B
3.8B active at inference time
256k
Apr 2026
-
No

Supports: text, image, and video

Supports: text

MakoraParasailGMI
+4
Nova 2.0 Pro Preview (low)
Amazon logoAmazon
13
-
-
-
-
-
-
-
$2.1
$1.25
$10.00
-
-
-
-
-
115
10.77s
28.23s
32.60s
-
-
256k
Nov 2025
-
Yes

Supports: text and image

Supports: text

Not available
-
Amazon Bedrock
Nova 2.0 Pro Preview (Non-reasoning)
Amazon logoAmazon
10
-
-
-
-
-
-
-
$2.1
$1.25
$10.00
-
-
-
-
-
106
0.98s
0.98s
5.68s
-
-
256k
Nov 2025
-
No

Supports: text and image

Supports: text

Not available
-
Amazon Bedrock