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Compare AI models: deepseek-v4.1-flash-1017-op vs pulse-alpha

  1. deepseek-v4.1-flash-1017-opDeepSeekHollow points use fallbacks · hover for details
  2. pulse-alphaHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
deepseek-v4.1-flash-1017-op50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder
pulse-alpha50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder
Overview
Author
Context length
Unknown
Unknown
Reasoning
Unknown
Unknown
Input modalities
Unknown
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Output modalities
Unknown
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Providers
Pricing
Input
Unknown
Unknown
Output
Unknown
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Cached input
Unknown
Unknown
MomentumLast 2 mo
Unique users
34K
12K
Completed sessions
340,515
129,171
Token share
0.1%
0.07%
Tokens
1.3T+100%
931B+100%
SEP 11NOV 5
SEP 11NOV 5
RetentionWeek 1
Returning users
Pending
Pending

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