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Compare AI models: Jamba Large vs Gemini 3.1 Pro Preview Custom Tools

  1. Jamba LargeAI21Hollow points use fallbacks · hover for details
  2. Gemini 3.1 Pro Preview Custom ToolsGoogleHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Jamba Large0/100 — Reasoning not supported50/100 — No data; neutral placeholder23/10054/1000/10050/100 — Tool calling supported; no comparable benchmark
Gemini 3.1 Pro Preview Custom Tools50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder14/10093/10083/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
256K
1M
Reasoning
False
True
Input modalities
Text
Text, Image, Video, Audio, Pdf
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$2.00/ 1M
Output
$8.00/ 1M
$12/ 1M
Cached input
Unknown
$0.20/ 1M
MomentumLast 2 mo
Unique users
No usage
No usage
Completed sessions
No usage
No usage
Token share
No usage
No usage
Tokens
No usage
No usage
No trend data
No trend data
RetentionWeek 1
Returning users
Pending
Pending

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