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Compare AI models: Kimi K3.1 Pro vs pulse-alpha

  1. Kimi K3.1 ProMoonshotHollow 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
Kimi K3.1 Pro50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder17/10092/10050/10050/100 — Tool calling supported; no comparable benchmark
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
1M
Unknown
Reasoning
True
Unknown
Input modalities
Text, Image, Video
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$2.00/ 1M
Unknown
Output
$10/ 1M
Unknown
Cached input
$0.20/ 1M
Unknown
MomentumLast 2 mo
Unique users
47K
4.3K
Completed sessions
126,002
41,031
Token share
0.02%
0.02%
Tokens
276B+100%
236B+100%
SEP 9NOV 3
SEP 9NOV 3
RetentionWeek 1
Returning users
60.6%763 user-weeks
Pending

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