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AnthropicDeepSeekLLM matchup

Claude Haiku 5.5vs.DeepSeek V4.1 Flash 1017

Which one is better?

Claude Haiku 5.5 and DeepSeek V4.1 Flash 1017 perform about equally well, but DeepSeek V4.1 Flash 1017 costs 1.5 times (input) and 1.2 times (output) as much.

level
IntelligenceOverall index, 100 points = average
103.4

Claude Haiku 5.5

Rank 20

106.6

DeepSeek V4.1 Flash 1017

Rank 17

Haiku 5.5 faster
SpeedTokens per second
236

Claude Haiku 5.5

172

DeepSeek V4.1 Flash 1017

Haiku 5.5 cheaper
Price$ per 1M tokens
$0.20

Claude Haiku 5.5

$0.26

DeepSeek V4.1 Flash 1017

Haiku 5.5 more popular
Popularity0 to 100
77

Claude Haiku 5.5

Rank 3 of 875

68

DeepSeek V4.1 Flash 1017

Rank 17 of 875

Above 100,000 tokens of context, Claude Haiku 5.5 costs more: $0.50 input and $2.50 output per 1M tokens.

Choose Claude Haiku 5.5 for

Reasoning (not certain)

Choose DeepSeek V4.1 Flash 1017 for

LegalAgents (not certain)Finance (not certain)

Where is the difference?

Strengths at a glance

Haiku 5.5DeepSeek V4.1 Flash 1017

The median of all ranked models is below 100 in every area, so it sits in the centre of the net.

105110115100CodinglevelReasoningslightly Haiku 5.5Agentsslightly DeepSeek V4.1 Flash 1017Financeslightly DeepSeek V4.1 Flash 1017LegalDeepSeek V4.1 Flash 1017
Codinglevel
Haiku 5.5106.2Rank 18
DeepSeek V4.1 Flash 1017109.0Rank 16
Median of ranked models83.7

95 % range: Haiku 5.5 102.5 to 109.9, DeepSeek V4.1 Flash 1017 106.4 to 111.6.

AreaHaiku 5.5DeepSeek V4.1 Flash 1017

The same values and verdicts as the bars below. In the top field the net starts at 100 points, the reference group average; values below sit as a hollow point in the centre. Not in the net because a model has no own value there or the data are too thin: Mathematics, Knowledge, General, Multimodal, Health.

DeepSeek V4.1 Flash 1017 is ahead in 1 of 10 areas, Haiku 5.5 in none.

Haiku 5.5 slightly ahead: 1level: 1too little data: 5DeepSeek V4.1 Flash 1017 slightly ahead: 2DeepSeek V4.1 Flash 1017 ahead: 1

Areas in the overall index
Agentsleaning DeepSeek V4.1 Flash 1017not certain · 4 and 3 tests
Reasoningleaning Haiku 5.5not certain · 4 and 2 tests
Codinglevel106.2 to 109.0
Knowledgetoo little data85.5 to 101.0
Generaltoo little data106.4 to 104.0
Mathematicsonly Haiku 5.5 has a score
Multimodalonly DeepSeek V4.1 Flash 1017 has a score
Specialist fields
LegalDeepSeek V4.1 Flash 1017 +1694.4 to 110.1
Financeleaning DeepSeek V4.1 Flash 1017not certain · 5 tests each
Healthonly Haiku 5.5 has a score

Bar length shows the gap in index points (full width 15 points, one standard deviation of the reference group). Solid means clearly ahead, hatched not certain yet, a thin grey bar level.

Show 3 more areas that do not count toward the overall index
Cybersecurityonly Haiku 5.5 has a score
Productivityonly Haiku 5.5 has a score
Educationonly Haiku 5.5 has a score

Bar length shows the gap in index points (full width 15 points, one standard deviation of the reference group). Solid means clearly ahead, hatched not certain yet, a thin grey bar level.

Claude Haiku 5.5 vs. DeepSeek V4.1 Flash 1017 at the same effort

Both models measured at the same reasoning efforts. This shows whether a lead comes from the model or only from more compute.

hightied
Haiku 5.5 96.6 vs. DeepSeek V4.1 Flash 1017 102.6 · Gap 1.0 · Test series 9
maxtied
Haiku 5.5 103.4 vs. DeepSeek V4.1 Flash 1017 106.6 · Gap 2.6 · Test series 11
Overall index (max vs. max)DeepSeek V4.1 Flash 1017 slightly ahead
Haiku 5.5 103.4 vs. DeepSeek V4.1 Flash 1017 106.6

Gap and verdict compare only the Artificial Analysis test series in which both models are measured at that effort. Tied below 3 points, ahead only beyond two standard errors. The single values rest on all test series of each model, so their difference can deviate from the gap.

Which model for which task?

Everyday tasks, translated from the area values above. Each row names the values it rests on.

Writing and debugging codelevelCoding 106.2 to 109.0
Maths and data analysisleaning Haiku 5.5Mathematics without a score for DeepSeek V4.1 Flash 1017, Reasoning 105.2 to 102.1
Facts and researchopenKnowledge 85.5 to 101.0 (too little data)
Agents and workflowsleaning DeepSeek V4.1 Flash 1017Agents 106.1 to 109.4
Fast chat repliesHaiku 5.5236 to 172 tokens per second
Security analysisopenCybersecurity without a score for DeepSeek V4.1 Flash 1017
Many requests on a small budgetHaiku 5.5$0.20 to $0.26 per 1M tokens
Finance, legal and medical textsDeepSeek V4.1 Flash 1017Finance 104.7 to 108.0, Legal 94.4 to 110.1, Health without a score for DeepSeek V4.1 Flash 1017
Images, screenshots and PDFsopenMultimodal without a score for Haiku 5.5

See for yourself: same task, one attempt

There is no shared test round for this selection. Results from different rounds are not mixed.

Claude Haiku 5.5 and DeepSeek V4.1 Flash 1017 in the overall index

Every model with a place in the overall index, both models of this matchup highlighted. You can add or hide other models.

Overall index (Gradually Meta-Score v4)

20 of 91 models

4 models in this view are measured at a lower reasoning effort than max in the overall index. Dashed column: lower reasoning effort than the top.

Claude Opus 5.5max126.1
Gemini 4 Carbonhigh125.7
Claude Fable 5.1max123.8
Claude Sonnet 5.5max122.8
Gemini 4 Argonhigh122.3
GPT-6 Astramax121.3
GPT-6.1 Solmax119.2
Muse Wonder Fullmax118.3
Claude Opus 5max117.2
Muse Wondermax113.4
Kimi K3.1 Promax112.9
Claude Fable 5max112.5
GPT-6 Solmax110.6
GPT-5.6 Solmax108.7
Muse Spark 1.3max107.4
Gemini 3.7 Flashhigh107.1
DeepSeek V4.1 Flash 1017max106.6
Gemini 3.8 Flashhigh106.5
GPT-6.1 Terramax105.2
Claude Haiku 5.5max103.4

Popularity compared

How often the models are searched for, used and mentioned, on a scale from 0 to 100.

Claude Haiku 5.5 is more popular than DeepSeek V4.1 Flash 1017: 77 to 68 out of 100.

Over time

Weekly values from October 18, 2026 to November 5, 2026

Claude Haiku 5.5DeepSeek V4.1 Flash 1017

All data side by side

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

MetricClaude Haiku 5.5DeepSeek V4.1 Flash 1017
Intelligence
Overall indexpoints, 100 = reference group average, higher is better103.4106.6
RankRank 20 of 91Rank 17 of 91
Price per 1M tokens
Inputwhat you send$0.10above 100,000 tokens: $0.50$0.15
Outputwhat the model writes$0.50above 100,000 tokens: $2.50$0.60
Speed
Tokens per second236172
Popularity
Popularitysearch, usage and mentions, 0 to 10077Rank 3 of 87568Rank 17 of 875
Technical
Context windowhow much text the model reads at once1 M tokens≈ 1,500 A4 pages1.05 M tokens≈ 1,570 A4 pages
Knowledge cutoffJune 2026n/a
ReleasedOct 7, 2026Oct 17, 2026
AvailabilityActiveOpen 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

Is there a better choice?

Best model in the overall indexClaude Opus 5.5

Overall index 126.1, rank 1. $4 input and $20 output per 1M tokens.

DeepSeek V4.1 Flash 1017 vs. Claude Opus 5.5

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: Claude Haiku 5.5B: DeepSeek V4.1 Flash 1017

AA-BriefcaseOverall · higher is betterClaude Haiku 5.5: 1,441.38 eloDeepSeek V4.1 Flash 1017: 1,415.7 eloArtificial AnalysisAs of 11/06/2026
AA-OmniscienceOverall · higher is betterClaude Haiku 5.5: 5.3 pointsDeepSeek V4.1 Flash 1017: 1.533 pointsArtificial AnalysisAs of 11/06/2026
AA-Omniscience AccuracyOverall · higher is betterClaude Haiku 5.5: 31.8%DeepSeek V4.1 Flash 1017: 38.9%Artificial AnalysisAs of 11/06/2026
AA-Omniscience Hallucination RateOverall · lower is betterClaude Haiku 5.5: 38.9%DeepSeek V4.1 Flash 1017: 61.2%Artificial AnalysisAs of 11/06/2026
AutomationBench-AAOverall · higher is betterClaude Haiku 5.5: 33.7%DeepSeek V4.1 Flash 1017: 68.5%Artificial AnalysisAs of 11/06/2026
Code MigrationOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 44.6%DeepSeek V4.1 Flash 1017: 44.2%Vals AIAs of 10/29/2026
Code Migration v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 52.4%DeepSeek V4.1 Flash 1017: 67.5%Vals AIAs of 10/30/2026
CritPt v2 (Hard Subset)Overall · higher is betterClaude Haiku 5.5: 45.0%DeepSeek V4.1 Flash 1017: 27.5%Artificial AnalysisAs of 11/06/2026
EMBOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 59%DeepSeek V4.1 Flash 1017: 61.8%Vals AIAs of 10/20/2026
EMB v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 65.5%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 11/05/2026
Show 54 more benchmarks
Finance Agent (v2)Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 54.1%DeepSeek V4.1 Flash 1017: 57%Vals AIAs of 10/29/2026
Finance Agent v2.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 65.4%DeepSeek V4.1 Flash 1017: 62.9%Vals AIAs of 11/05/2026
FrontierCodeOverall · higher is betterClaude Haiku 5.5: 23.2%DeepSeek V4.1 Flash 1017: 16.8%Artificial AnalysisAs of 11/06/2026
FrontierCode 1.1 MainOverall · higher is betterClaude Haiku 5.5: 41.8%DeepSeek V4.1 Flash 1017: 43.7%Artificial AnalysisAs of 11/06/2026
GDP.pdfOverall · higher is betterClaude Haiku 5.5: 17.2%DeepSeek V4.1 Flash 1017: 14.2%Artificial AnalysisAs of 11/06/2026
GDPval-AAOverall · higher is betterClaude Haiku 5.5: 1,630.83 eloDeepSeek V4.1 Flash 1017: 1,745.77 eloArtificial AnalysisAs of 11/06/2026
HLAB-Vals-1.1Overall · Task fully resolved · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 4.2%DeepSeek V4.1 Flash 1017: 14.2%Vals AIAs of 11/05/2026
HLE-DiamondOverall · higher is betterClaude Haiku 5.5: 23.7%DeepSeek V4.1 Flash 1017: 20.8%Artificial AnalysisAs of 11/06/2026
Legal Research BenchOverall · All-pass · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 43.8%DeepSeek V4.1 Flash 1017: 45.2%Vals AIAs of 11/05/2026
LMArena Code Arena WebDevOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 1,589DeepSeek V4.1 Flash 1017: 1,665LMArenaAs of 10/28/2026
Tax Agent BenchOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 31.9%DeepSeek V4.1 Flash 1017: 44.4%Vals AIAs of 11/05/2026
Terminal-BenchOverall · higher is betterClaude Haiku 5.5: 21.7%DeepSeek V4.1 Flash 1017: 28.8%Artificial AnalysisAs of 11/06/2026
Terminal-Bench 4.0Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 36.4%DeepSeek V4.1 Flash 1017: 31.8%Vals AIAs of 11/05/2026
Terminal-Bench-ScienceOverall · higher is betterClaude Haiku 5.5: 10.0%DeepSeek V4.1 Flash 1017: 10.5%Artificial AnalysisAs of 11/06/2026
Vals Finance IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 57.4%DeepSeek V4.1 Flash 1017: 60.9%Vals AIAs of 11/05/2026
Vals IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 58.7%DeepSeek V4.1 Flash 1017: 61.3%Vals AIAs of 11/05/2026
Vals Legal IndexOverall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 70.3%DeepSeek V4.1 Flash 1017: 71.9%Vals AIAs of 11/05/2026
Vals Router IndexFull Index · higher is betterClaude Haiku 5.5: 58.7%DeepSeek V4.1 Flash 1017: 61.3%Vals AIAs of 11/03/2026
Vibe Code Bench v1.1Overall · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 90.4%DeepSeek V4.1 Flash 1017: 87.7%Vals AIAs of 11/05/2026
AA-BriefcaseOverall · higher is betterClaude Haiku 5.5: 1,574.12 eloDeepSeek V4.1 Flash 1017: 1,570.42 eloArtificial AnalysisAs of 11/06/2026
AA-OmniscienceOverall · higher is betterClaude Haiku 5.5: 12.3 pointsDeepSeek V4.1 Flash 1017: 0.9 pointsArtificial AnalysisAs of 11/06/2026
AA-Omniscience AccuracyOverall · higher is betterClaude Haiku 5.5: 34.7%DeepSeek V4.1 Flash 1017: 39.6%Artificial AnalysisAs of 11/06/2026
AA-Omniscience Hallucination RateOverall · lower is betterClaude Haiku 5.5: 34.2%DeepSeek V4.1 Flash 1017: 64.1%Artificial AnalysisAs of 11/06/2026
AutomationBench-AAOverall · higher is betterClaude Haiku 5.5: 35.4%DeepSeek V4.1 Flash 1017: 66.6%Artificial AnalysisAs of 11/06/2026
Code MigrationCLI · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 36.1%DeepSeek V4.1 Flash 1017: 35.6%Vals AIAs of 10/29/2026
Code Migration v1.1CLI · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 42.1%DeepSeek V4.1 Flash 1017: 59.2%Vals AIAs of 10/30/2026
CritPt v2 (Hard Subset)Overall · higher is betterClaude Haiku 5.5: 43.5%DeepSeek V4.1 Flash 1017: 25.0%Artificial AnalysisAs of 11/06/2026
EMBComps · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 77.9%DeepSeek V4.1 Flash 1017: 49.8%Vals AIAs of 10/20/2026
EMB v1.1Comps · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 77.7%DeepSeek V4.1 Flash 1017: 70.8%Vals AIAs of 11/05/2026
Finance Agent (v2)Adjustments · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 49.6%DeepSeek V4.1 Flash 1017: 58.4%Vals AIAs of 10/29/2026
Finance Agent v2.1Adjustments · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 67.7%DeepSeek V4.1 Flash 1017: 66.8%Vals AIAs of 11/05/2026
FrontierCodeOverall · higher is betterClaude Haiku 5.5: 34.9%DeepSeek V4.1 Flash 1017: 28.5%Artificial AnalysisAs of 11/06/2026
GDP.pdfOverall · higher is betterClaude Haiku 5.5: 20.8%DeepSeek V4.1 Flash 1017: 17.2%Artificial AnalysisAs of 11/06/2026
HLAB-Vals-1.1Antitrust Competition · Criteria passed · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 86.2%DeepSeek V4.1 Flash 1017: 93.5%Vals AIAs of 11/05/2026
HLE-DiamondOverall · higher is betterClaude Haiku 5.5: 29.6%DeepSeek V4.1 Flash 1017: 25.3%Artificial AnalysisAs of 11/06/2026
Legal Research BenchAdministrative / Regulatory · All-pass · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 50%DeepSeek V4.1 Flash 1017: 59.1%Vals AIAs of 11/05/2026
LMArena Code Arena WebDevHTML development · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 1,568DeepSeek V4.1 Flash 1017: 1,701LMArenaAs of 10/28/2026
Tax Agent BenchControversy & Precedence Analysis · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 6.7%DeepSeek V4.1 Flash 1017: 23.3%Vals AIAs of 11/05/2026
Terminal-BenchOverall · higher is betterClaude Haiku 5.5: 32.8%DeepSeek V4.1 Flash 1017: 33.8%Artificial AnalysisAs of 11/06/2026
Terminal-Bench 4.0Hardware · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 20%DeepSeek V4.1 Flash 1017: 6.7%Vals AIAs of 11/05/2026
Terminal-Bench-ScienceOverall · higher is betterClaude Haiku 5.5: 20.0%DeepSeek V4.1 Flash 1017: 12.9%Artificial AnalysisAs of 11/06/2026
Vals Finance IndexEMB v1.1 · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 65.5%DeepSeek V4.1 Flash 1017: 69.2%Vals AIAs of 11/05/2026
Vals IndexCode Migration v1.1 · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 50.2%DeepSeek V4.1 Flash 1017: 68.5%Vals AIAs of 11/05/2026
Vals Legal IndexBusiness & Commercial · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 67.1%DeepSeek V4.1 Flash 1017: 68%Vals AIAs of 11/05/2026
Vals Router IndexCode Migration · higher is betterClaude Haiku 5.5: 50.2%DeepSeek V4.1 Flash 1017: 68.5%Vals AIAs of 11/03/2026
Code MigrationCOBOL · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 70%DeepSeek V4.1 Flash 1017: 70%Vals AIAs of 10/29/2026
Code Migration v1.1COBOL · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 83%DeepSeek V4.1 Flash 1017: 92.5%Vals AIAs of 10/30/2026
EMBDataroom · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 85.5%DeepSeek V4.1 Flash 1017: 82.8%Vals AIAs of 10/20/2026
EMB v1.1Dataroom · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 85.8%DeepSeek V4.1 Flash 1017: 86.5%Vals AIAs of 11/05/2026
Finance Agent (v2)All-Pass · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 42.9%DeepSeek V4.1 Flash 1017: 45.2%Vals AIAs of 10/29/2026
Finance Agent v2.1All-Pass · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 51.8%DeepSeek V4.1 Flash 1017: 51.3%Vals AIAs of 11/05/2026
HLAB-Vals-1.1Antitrust Competition · Task fully resolved · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 0%DeepSeek V4.1 Flash 1017: 30%Vals AIAs of 11/05/2026
Legal Research BenchAdministrative / Regulatory · Weighted partial credit · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 88.7%DeepSeek V4.1 Flash 1017: 91.3%Vals AIAs of 11/05/2026
LMArena Code Arena WebDevReact development · higher is betterTest setup not documented as identicalClaude Haiku 5.5: 1,608DeepSeek V4.1 Flash 1017: 1,673LMArenaAs of 10/28/2026

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  20. 29DeepSeek V4.1 Flash 1017 vs. GLM-5.3
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  23. 32Claude Haiku 5.5 vs. GLM-5.3-Flash
  24. 33DeepSeek V4.1 Flash 1017 vs. Qwen 3.8 Max 0902
  25. 34Claude Haiku 5.5 vs. DeepSeek-V4-Pro
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  27. 36Claude Haiku 5.5 vs. Gemini 3.6 Flash
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