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Muse Wonder Fullvs.DeepSeek V4.1 Flash 1017

Which one is better?

Muse Wonder Full is clearly ahead in the overall index.

IntelligenceOverall index, 0 to 100 · higher is better
90

Muse Wonder Full

Rank 6 to 9

64

DeepSeek V4.1 Flash 1017

Rank 14 to 22

SpeedTokens per second · higher is better
n/a

Muse Wonder Full

178

DeepSeek V4.1 Flash 1017

fast

PriceDollars per 1M tokens · lower is better
n/a

Muse Wonder Full

$0.26

DeepSeek V4.1 Flash 1017

cheap

Muse Wonder Full

Subscription

Not included in any subscription in Germany.

Via API

n/a (no API price known).

DeepSeek V4.1 Flash 1017

Subscription

No DeepSeek subscription includes this model. Through other providers from ≈ €6.36 a month (Token Plan Individual Lite, with limited credits). 7 plans in Germany.

Via API

$0.15 input, $0.60 output per 1M tokens according to the provider; the price index has listed it at $0.30 and $1 since Oct 26, 2026.

Overall index with data through Oct 29, 2026 · Prices from Oct 29, 2026 · Speed: measured by Artificial Analysis · Subscriptions as of Oct 24, 2026 · Subscription prices incl. VAT

Where is the difference?

Values from 0 to 100 per task area. We only name a winner when the gap is large enough and there are enough tests.

Muse Wonder Full ahead: 6DeepSeek V4.1 Flash 1017 ahead: 0level: 0too little data: 4of 10 areas

Muse Wonder FullDeepSeek V4.1 Flash 10170 to 100, higher is better
Areas in the overall index
CodingMuse Wonder Full aheadMuse Wonder Full: 85DeepSeek V4.1 Flash 1017: 72
ReasoningMuse Wonder Full aheadMuse Wonder Full: 90DeepSeek V4.1 Flash 1017: 45
Mathematicsonly Muse Wonder Full has a scoreMuse Wonder Full: 88DeepSeek V4.1 Flash 1017: not enough data
KnowledgeMuse Wonder Full aheadMuse Wonder Full: 90DeepSeek V4.1 Flash 1017: 33
AgentsMuse Wonder Full aheadMuse Wonder Full: 88DeepSeek V4.1 Flash 1017: 75
Generalonly Muse Wonder Full has a scoreMuse Wonder Full: 79DeepSeek V4.1 Flash 1017: not enough data
Multimodalonly DeepSeek V4.1 Flash 1017 has a scoreMuse Wonder Full: not enough dataDeepSeek V4.1 Flash 1017: 55
Specialist fields
FinanceMuse Wonder Full aheadMuse Wonder Full: 89DeepSeek V4.1 Flash 1017: 69
LegalMuse Wonder Full aheadMuse Wonder Full: 94DeepSeek V4.1 Flash 1017: 76
Healthonly Muse Wonder Full has a scoreMuse Wonder Full: 82DeepSeek V4.1 Flash 1017: not enough data
Show 2 more areas that do not count toward the overall index
Muse Wonder FullDeepSeek V4.1 Flash 10170 to 100, higher is better
Cybersecurityonly Muse Wonder Full has a scoreMuse Wonder Full: 92DeepSeek V4.1 Flash 1017: not enough data
Productivityonly Muse Wonder Full has a scoreMuse Wonder Full: 96DeepSeek V4.1 Flash 1017: not enough data

See for yourself: same task, one attempt

The same prompt for both models. We show the latest attempt without fixes; it does not count toward the overall index.

Pelican on a bicycle

A community classic for free-form SVG drawing.

Muse Wonder Full

Not tested yet

DeepSeek V4.1 Flash 1017

Not tested yet

Prompt and test conditions

Generate an SVG of a pelican riding a bicycle

Token limit including reasoning: 8,192 tokens

Task origin (Simon Willison)

All data side by side

The better value is bold. For the overall index only when the gap is clear.

MetricMuse Wonder FullDeepSeek V4.1 Flash 1017
Intelligence
Overall index0 to 100, higher is better9064
RankRank 6 to 9 of 95Rank 14 to 22 of 95
Price per 1M tokens
Inputwhat you sendn/a$0.15
Outputwhat the model writesn/a$0.60
Speed
Tokens per secondn/a178
Technical
Context windowhow much text the model reads at once1 M tokens≈ 1,500 A4 pages1.05 M tokens≈ 1,570 A4 pages
Knowledge cutoffn/an/a
ReleasedOct 12, 2026Oct 17, 2026
AvailabilitySubscription onlyOpen Source
Open weightsnoyes
  • DeepSeek V4.1 Flash 1017: At peak times (Mon, Tue, Wed, Thu, Fri, 01:00-04:00 UTC; Mon, Tue, Wed, Thu, Fri, 06:00-10:00 UTC) the price is $0.30 input and $1.20 output per 1M tokens. The table shows the off-peak price.
  • DeepSeek V4.1 Flash 1017, Time-based API pricing: Off peak: $0.15 input, $0.60 output, and $0.003 cached input. Weekdays UTC 01:00-04:00 and 06:00-10:00: $0.30, $1.20, and $0.006. Chinese public holidays are excluded. Source

Prices without caching or batch discounts · Page count as a rule of thumb from Artificial Analysis

Shared benchmarks

Single results from the same benchmark version, task and metric. A value is bold only with the same test setup and a clear gap.

A: Muse Wonder FullB: DeepSeek V4.1 Flash 1017

AA-BriefcaseOverall · higher is betterMuse Wonder Full: 1,729.32 eloDeepSeek V4.1 Flash 1017: 1,570.42 eloArtificial AnalysisAs of 10/29/2026
AA-OmniscienceOverall · higher is betterMuse Wonder Full: 30.6 pointsDeepSeek V4.1 Flash 1017: 0.9 pointsArtificial AnalysisAs of 10/29/2026
AA-Omniscience AccuracyOverall · higher is betterMuse Wonder Full: 41.0%DeepSeek V4.1 Flash 1017: 39.6%Artificial AnalysisAs of 10/29/2026
AA-Omniscience Hallucination RateOverall · lower is betterMuse Wonder Full: 17.6%DeepSeek V4.1 Flash 1017: 64.1%Artificial AnalysisAs of 10/29/2026
Artificial Analysis Intelligence IndexOverall · higher is betterMuse Wonder Full: 49.727 pointsDeepSeek V4.1 Flash 1017: 32.49 pointsArtificial AnalysisAs of 10/29/2026
AutomationBench-AAOverall · higher is betterMuse Wonder Full: 71.3%DeepSeek V4.1 Flash 1017: 66.6%Artificial AnalysisAs of 10/29/2026
Code MigrationOverall · higher is betterTest setup not documented as identicalMuse Wonder Full: 61%DeepSeek V4.1 Flash 1017: 44.2%Vals AIAs of 10/18/2026
Code Migration v1.1Overall · higher is betterTest setup not documented as identicalMuse Wonder Full: 62.8%DeepSeek V4.1 Flash 1017: 67.5%Vals AIAs of 10/20/2026
CritPt v2Overall · higher is betterMuse Wonder Full: 32.9%DeepSeek V4.1 Flash 1017: 24.0%Artificial AnalysisAs of 10/29/2026
CritPt v2 (Hard Subset)Overall · higher is betterMuse Wonder Full: 53.0%DeepSeek V4.1 Flash 1017: 24.0%Artificial AnalysisAs of 10/29/2026
Show 54 more benchmarks
EMBOverall · higher is betterTest setup not documented as identicalMuse Wonder Full: 71.9%DeepSeek V4.1 Flash 1017: 61.8%Vals AIAs of 10/20/2026
EMB v1.1Overall · higher is betterTest setup not documented as identicalMuse Wonder Full: 75%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 10/26/2026
Finance Agent (v2)Overall · higher is betterTest setup not documented as identicalMuse Wonder Full: 59.1%DeepSeek V4.1 Flash 1017: 57%Vals AIAs of 10/20/2026
Finance Agent v2.1Overall · higher is betterTest setup not documented as identicalMuse Wonder Full: 67.6%DeepSeek V4.1 Flash 1017: 62.9%Vals AIAs of 10/26/2026
FrontierCodeOverall · higher is betterMuse Wonder Full: 37.8%DeepSeek V4.1 Flash 1017: 28.5%Artificial AnalysisAs of 10/29/2026
FrontierCode 1.1 MainOverall · higher is betterMuse Wonder Full: 44.9%DeepSeek V4.1 Flash 1017: 43.7%Artificial AnalysisAs of 10/29/2026
GDP.pdfOverall · higher is betterMuse Wonder Full: 32.6%DeepSeek V4.1 Flash 1017: 17.2%Artificial AnalysisAs of 10/29/2026
GDPval-AAOverall · higher is betterMuse Wonder Full: 1,857.09 eloDeepSeek V4.1 Flash 1017: 1,745.77 eloArtificial AnalysisAs of 10/29/2026
HLAB-Vals-1.1Overall · Task fully resolved · higher is betterTest setup not documented as identicalMuse Wonder Full: 23.3%DeepSeek V4.1 Flash 1017: 14.2%Vals AIAs of 10/26/2026
HLE-DiamondOverall · higher is betterMuse Wonder Full: 48.5%DeepSeek V4.1 Flash 1017: 25.3%Artificial AnalysisAs of 10/29/2026
Legal Research BenchOverall · All-pass · higher is betterTest setup not documented as identicalMuse Wonder Full: 53.4%DeepSeek V4.1 Flash 1017: 45.2%Vals AIAs of 10/26/2026
LMArena Code Arena WebDevOverall · higher is betterMuse Wonder Full: 1,726DeepSeek V4.1 Flash 1017: 1,666LMArenaAs of 10/27/2026
Tax Agent BenchOverall · higher is betterTest setup not documented as identicalMuse Wonder Full: 43%DeepSeek V4.1 Flash 1017: 44.4%Vals AIAs of 10/26/2026
Terminal-BenchOverall · higher is betterMuse Wonder Full: 57.1%DeepSeek V4.1 Flash 1017: 33.8%Artificial AnalysisAs of 10/29/2026
Terminal-Bench 4.0Overall · higher is betterTest setup not documented as identicalMuse Wonder Full: 58.1%DeepSeek V4.1 Flash 1017: 31.8%Vals AIAs of 10/26/2026
Terminal-Bench-ScienceOverall · higher is betterMuse Wonder Full: 37.1%DeepSeek V4.1 Flash 1017: 12.9%Artificial AnalysisAs of 10/29/2026
Vals Finance IndexOverall · higher is betterTest setup not documented as identicalMuse Wonder Full: 64.6%DeepSeek V4.1 Flash 1017: 60.9%Vals AIAs of 10/26/2026
Vals IndexOverall · higher is betterTest setup not documented as identicalMuse Wonder Full: 66.8%DeepSeek V4.1 Flash 1017: 61.3%Vals AIAs of 10/27/2026
Vals Legal IndexOverall · higher is betterTest setup not documented as identicalMuse Wonder Full: 77.9%DeepSeek V4.1 Flash 1017: 71.9%Vals AIAs of 10/26/2026
Vals Router IndexOverall · higher is betterMuse Wonder Full: 66.8%DeepSeek V4.1 Flash 1017: 61.3%Vals AIAs of 10/20/2026
Vibe Code Bench v1.1Overall · higher is betterTest setup not documented as identicalMuse Wonder Full: 86%DeepSeek V4.1 Flash 1017: 87.7%Vals AIAs of 10/26/2026
Code MigrationCLI · higher is betterTest setup not documented as identicalMuse Wonder Full: 58%DeepSeek V4.1 Flash 1017: 35.6%Vals AIAs of 10/18/2026
Code Migration v1.1CLI · higher is betterTest setup not documented as identicalMuse Wonder Full: 52.7%DeepSeek V4.1 Flash 1017: 59.2%Vals AIAs of 10/20/2026
EMBComps · higher is betterTest setup not documented as identicalMuse Wonder Full: 80.9%DeepSeek V4.1 Flash 1017: 49.8%Vals AIAs of 10/20/2026
EMB v1.1Comps · higher is betterTest setup not documented as identicalMuse Wonder Full: 80.2%DeepSeek V4.1 Flash 1017: 70.8%Vals AIAs of 10/26/2026
Finance Agent (v2)Adjustments · higher is betterTest setup not documented as identicalMuse Wonder Full: 56.7%DeepSeek V4.1 Flash 1017: 58.4%Vals AIAs of 10/20/2026
Finance Agent v2.1Adjustments · higher is betterTest setup not documented as identicalMuse Wonder Full: 74.7%DeepSeek V4.1 Flash 1017: 66.8%Vals AIAs of 10/26/2026
HLAB-Vals-1.1Antitrust Competition · Criteria passed · higher is betterTest setup not documented as identicalMuse Wonder Full: 96.9%DeepSeek V4.1 Flash 1017: 93.5%Vals AIAs of 10/26/2026
Legal Research BenchAdministrative / Regulatory · All-pass · higher is betterTest setup not documented as identicalMuse Wonder Full: 63.6%DeepSeek V4.1 Flash 1017: 59.1%Vals AIAs of 10/26/2026
LMArena Code Arena WebDevHTML development · higher is betterMuse Wonder Full: 1,731DeepSeek V4.1 Flash 1017: 1,705LMArenaAs of 10/27/2026
Tax Agent BenchControversy & Precedence Analysis · higher is betterTest setup not documented as identicalMuse Wonder Full: 26.7%DeepSeek V4.1 Flash 1017: 23.3%Vals AIAs of 10/26/2026
Terminal-Bench 4.0Hardware · higher is betterTest setup not documented as identicalMuse Wonder Full: 46.7%DeepSeek V4.1 Flash 1017: 6.7%Vals AIAs of 10/26/2026
Vals Finance IndexEMB v1.1 · higher is betterTest setup not documented as identicalMuse Wonder Full: 75%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 10/26/2026
Vals IndexCode Migration v1.1 · higher is betterTest setup not documented as identicalMuse Wonder Full: 61.7%DeepSeek V4.1 Flash 1017: 68.5%Vals AIAs of 10/27/2026
Vals Legal IndexBusiness & Commercial · higher is betterTest setup not documented as identicalMuse Wonder Full: 77.1%DeepSeek V4.1 Flash 1017: 68%Vals AIAs of 10/26/2026
Vals Router IndexCode Migration · higher is betterMuse Wonder Full: 61.7%DeepSeek V4.1 Flash 1017: 68.5%Vals AIAs of 10/20/2026
Code MigrationCOBOL · higher is betterTest setup not documented as identicalMuse Wonder Full: 70%DeepSeek V4.1 Flash 1017: 70%Vals AIAs of 10/18/2026
Code Migration v1.1COBOL · higher is betterTest setup not documented as identicalMuse Wonder Full: 93%DeepSeek V4.1 Flash 1017: 92.5%Vals AIAs of 10/20/2026
EMBDataroom · higher is betterTest setup not documented as identicalMuse Wonder Full: 85.3%DeepSeek V4.1 Flash 1017: 82.8%Vals AIAs of 10/20/2026
EMB v1.1Dataroom · higher is betterTest setup not documented as identicalMuse Wonder Full: 86.6%DeepSeek V4.1 Flash 1017: 86.5%Vals AIAs of 10/26/2026
Finance Agent (v2)All-Pass · higher is betterTest setup not documented as identicalMuse Wonder Full: 49%DeepSeek V4.1 Flash 1017: 45.2%Vals AIAs of 10/20/2026
Finance Agent v2.1All-Pass · higher is betterTest setup not documented as identicalMuse Wonder Full: 54.9%DeepSeek V4.1 Flash 1017: 51.3%Vals AIAs of 10/26/2026
HLAB-Vals-1.1Antitrust Competition · Task fully resolved · higher is betterTest setup not documented as identicalMuse Wonder Full: 40%DeepSeek V4.1 Flash 1017: 30%Vals AIAs of 10/26/2026
Legal Research BenchAdministrative / Regulatory · Weighted partial credit · higher is betterTest setup not documented as identicalMuse Wonder Full: 92.8%DeepSeek V4.1 Flash 1017: 91.3%Vals AIAs of 10/26/2026
LMArena Code Arena WebDevReact development · higher is betterMuse Wonder Full: 1,739DeepSeek V4.1 Flash 1017: 1,672LMArenaAs of 10/27/2026
Tax Agent BenchControversy & Precedence Analysis · higher is betterTest setup not documented as identicalMuse Wonder Full: 76.1%DeepSeek V4.1 Flash 1017: 73.2%Vals AIAs of 10/26/2026
Terminal-Bench 4.0Media · higher is betterTest setup not documented as identicalMuse Wonder Full: 58.3%DeepSeek V4.1 Flash 1017: 25%Vals AIAs of 10/26/2026
Vals Finance IndexFinance Agent v2.1 · higher is betterTest setup not documented as identicalMuse Wonder Full: 67.6%DeepSeek V4.1 Flash 1017: 62.9%Vals AIAs of 10/26/2026
Vals IndexEMB v1.1 · higher is betterTest setup not documented as identicalMuse Wonder Full: 75%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 10/27/2026
Vals Legal IndexCivil Negligence · higher is betterTest setup not documented as identicalMuse Wonder Full: 70.1%DeepSeek V4.1 Flash 1017: 64.6%Vals AIAs of 10/26/2026
Vals Router IndexCoding · higher is betterMuse Wonder Full: 68.6%DeepSeek V4.1 Flash 1017: 62.7%Vals AIAs of 10/20/2026
Code MigrationCode Quality · higher is betterTest setup not documented as identicalMuse Wonder Full: 4.244 / 5DeepSeek V4.1 Flash 1017: 3.992 / 5Vals AIAs of 10/18/2026
Code Migration v1.1Code Quality · higher is betterTest setup not documented as identicalMuse Wonder Full: 3.2%DeepSeek V4.1 Flash 1017: 3.5%Vals AIAs of 10/20/2026
EMBDCF · higher is betterTest setup not documented as identicalMuse Wonder Full: 66.6%DeepSeek V4.1 Flash 1017: 53%Vals AIAs of 10/20/2026

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