Qwen3.8 27B vs K2-V2: Release Comparison

Comparison of the Qwen3.8 27B and K2-V2 releases: 4 and 3 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 7 models.

  • For intelligence, Qwen3.8 27B scores highest: Qwen3.8 27B (xhigh) at 34, against K2-V2 (high) at 10 for K2-V2.

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
Qwen3.8 27B (xhigh)
Alibaba logoAlibaba
34
34
37
35
34
33
43
$0.82
$0.4
$0.50
$3.00
$0.05
$1,170
67k
48k
198M
41
4.03s
52.50s
64.62s
1315.67s
27B
256k
Aug 2026
-
Yes

Supports: text, image, and video

Supports: text

DeepInfraCoreWeaveAlibaba Cloud
+2
Qwen3.8 27B (medium)
Alibaba logoAlibaba
28
28
34
27
-
25
31
$0.90
$0.4
$0.50
$3.00
$0.05
$977
52k
32k
113M
50
3.87s
43.82s
53.81s
999.15s
27B
256k
Aug 2026
-
Yes

Supports: text, image, and video

Supports: text

Alibaba CloudMultiverse Computing
Qwen3.8 27B (low)
Alibaba logoAlibaba
26
27
29
28
-
24
32
$0.83
$0.4
$0.50
$3.00
$0.05
$876
45k
26k
82M
51
3.82s
43.04s
52.85s
826.49s
27B
256k
Aug 2026
-
Yes

Supports: text, image, and video

Supports: text

Alibaba CloudMultiverse Computing
Qwen3.8 27B (Non-reasoning)
Alibaba logoAlibaba
20
19
16
22
-
22
30
$1.91
$0.4
$0.50
$3.00
$0.05
$1,570
30k
0
43M
49
3.87s
3.87s
14.06s
560.61s
27B
256k
Aug 2026
-
No

Supports: text, image, and video

Supports: text

Alibaba CloudMultiverse Computing
K2-V2 (high)
Institute of Foundation Models logoInstitute of Foundation Models
10
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
70B
512k
Dec 2025
-
Yes

Supports: text

Supports: text

-
K2-V2 (medium)
Institute of Foundation Models logoInstitute of Foundation Models
9
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
70B
512k
Dec 2025
-
Yes

Supports: text

Supports: text

-
K2-V2 (low)
Institute of Foundation Models logoInstitute of Foundation Models
7
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
70B
512k
Dec 2025
-
Yes

Supports: text

Supports: text

-