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DeepSeek V4.1 Flash vs GPT-6 Astra: Release Comparison

Comparison of the DeepSeek V4.1 Flash and GPT-6 Astra releases: 2 and 5 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 7 models.

  • For intelligence, GPT-6 Astra scores highest: GPT-6 Astra (max) at 53, against DeepSeek V4.1 Flash (Reasoning, Max Effort) at 39 for DeepSeek V4.1 Flash.
  • For output speed, DeepSeek V4.1 Flash is fastest: DeepSeek V4.1 Flash (Non-Reasoning) at 243 t/s, against GPT-6 Astra (max) at 54 t/s for GPT-6 Astra.
  • For cost per task, DeepSeek V4.1 Flash is cheapest: DeepSeek V4.1 Flash (Non-Reasoning) at $0.15, against GPT-6 Astra (low) at $0.82 for GPT-6 Astra.
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
GPT-6 Astra
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
GPT-6 Astra (max)
OpenAI logoOpenAI
53
55
57
59
52
55
60
$3.26
$7.7
$10.00
$50.00
$1.00
$5,324
27k
17k
60M
54
361.32s
361.32s
370.62s
514.56s
-
1M
Sep 2026
Apr 2026
Yes

Supports: text and image

Supports: text

Not available
-
Microsoft AzureOpenAIAmazon Bedrock
GPT-6 Astra (xhigh)
OpenAI logoOpenAI
52
54
57
58
-
55
59
$2.31
$7.7
$10.00
$50.00
$1.00
$3,803
17k
9k
38M
53
184.48s
184.48s
193.92s
317.53s
-
1M
Sep 2026
Apr 2026
Yes

Supports: text and image

Supports: text

Not available
-
OpenAI
GPT-6 Astra (high)
OpenAI logoOpenAI
51
53
55
58
-
53
58
$1.73
$7.7
$10.00
$50.00
$1.00
$2,925
12k
5k
26M
52
66.16s
66.16s
75.76s
230.16s
-
1M
Sep 2026
Apr 2026
Yes

Supports: text and image

Supports: text

Not available
-
OpenAI
GPT-6 Astra (medium)
OpenAI logoOpenAI
50
52
54
57
-
52
58
$1.54
$7.7
$10.00
$50.00
$1.00
$2,434
10k
3k
19M
48
6.37s
6.37s
16.71s
198.96s
-
1M
Sep 2026
Apr 2026
Yes

Supports: text and image

Supports: text

Not available
-
OpenAI
GPT-6 Astra (low)
OpenAI logoOpenAI
46
49
50
53
-
48
55
$0.82
$7.7
$10.00
$50.00
$1.00
$1,537
4k
938
10M
46
3.29s
3.29s
14.06s
97.18s
-
1M
Sep 2026
Apr 2026
Yes

Supports: text and image

Supports: text

Not available
-
Microsoft AzureOpenAI
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
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