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DeepSeek V4.1 Flash vs Qwen3.8 27B: Release Comparison

Comparison of the DeepSeek V4.1 Flash and Qwen3.8 27B releases: 2 and 4 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 6 models.

  • For intelligence, DeepSeek V4.1 Flash scores highest: DeepSeek V4.1 Flash (Reasoning, Max Effort) at 39, against Qwen3.8 27B (xhigh) at 34 for Qwen3.8 27B.
  • For output speed, DeepSeek V4.1 Flash is fastest: DeepSeek V4.1 Flash (Non-Reasoning) at 243 t/s, against Qwen3.8 27B (Non-reasoning) at 51 t/s for Qwen3.8 27B.
  • For cost per task, DeepSeek V4.1 Flash is cheapest: DeepSeek V4.1 Flash (Non-Reasoning) at $0.15, against Qwen3.8 27B (xhigh) at $1.01 for Qwen3.8 27B.
Model Playground

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

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
DeepSeek V4.1 Flash
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
DeepSeek V4.1 Flash (Reasoning, Max Effort)
DeepSeek logoDeepSeek
39
45
52
41
41
39
44
$0.27
$0.2
$0.30
$1.20
$0.006
$477
89k
63k
253M
232
0.97s
9.58s
11.73s
282.36s
552B
16B active at inference time
1M
Sep 2026
-
Yes

Supports: text and image

Supports: text

LithosAICoreWeaveModal
+15
Qwen3.8 27B (xhigh)
Alibaba logoAlibaba
34
34
37
35
34
33
43
$1.01
$0.5
$0.50
$3.00
$0.10
$1,336
67k
48k
198M
43
4.03s
50.81s
62.51s
1263.40s
27B
256k
Aug 2026
-
Yes

Supports: text, image, and video

Supports: text

DeepInfraCoreWeaveAlibaba Cloud
+4
Qwen3.8 27B (medium)
Alibaba logoAlibaba
28
28
34
27
-
25
31
$1.13
$0.5
$0.50
$3.00
$0.10
$1,165
52k
32k
113M
49
3.83s
44.45s
54.60s
1010.51s
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
$1.05
$0.5
$0.50
$3.00
$0.10
$1,060
45k
26k
82M
49
3.87s
44.72s
54.93s
856.80s
27B
256k
Aug 2026
-
Yes

Supports: text, image, and video

Supports: text

Multiverse ComputingAlibaba Cloud
DeepSeek V4.1 Flash (Non-Reasoning)
DeepSeek logoDeepSeek
25
30
36
30
-
25
32
$0.15
$0.2
$0.30
$1.20
$0.006
$156
34k
0
45M
243
1.16s
1.16s
3.22s
136.49s
552B
16B active at inference time
1M
Sep 2026
-
No

Supports: text and image

Supports: text

DeepSeekLithosAI
Qwen3.8 27B (Non-reasoning)
Alibaba logoAlibaba
20
19
16
22
-
22
30
$2.49
$0.5
$0.50
$3.00
$0.10
$2,022
30k
0
43M
51
3.92s
3.92s
13.75s
557.97s
27B
256k
Aug 2026
-
No

Supports: text, image, and video

Supports: text

Alibaba CloudMultiverse ComputingWaferCrusoe