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CompareAI models

  1. Jamba LargeAi21Hollow points use fallbacks · hover for details
  2. Qwen3.8 FlashAlibabaHollow 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 placeholder26/10051/1000/10050/100 — Tool calling supported; no comparable benchmark
Qwen3.8 Flash50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder73/10080/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
256K
1M
Reasoning
False
True
Input modalities
Text
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.15/ 1M
Output
$8.00/ 1M
$0.47/ 1M
Cached input
Unknown
$0.02/ 1M
MomentumLast 2 mo
Unique users
No usage
145K
Completed sessions
No usage
1,029,993
Token share
No usage
0.22%
Tokens
No usage
1.9T+100%
No trend data
AUG 6SEP 30
RetentionWeek 1
Returning users
Pending
60%5.5K user-weeks

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