CompareAI models
- GPT-5.6 LunaOpenAI
- Sonar Deep ResearchPerplexityHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| GPT-5.6 Luna | 67/100 | 81/100 | 63/100 | 98/100 | 50/100 | 64/100 |
| Sonar Deep Research | 50/100 — Reasoning supported; no comparable benchmark | 50/100 — No data; neutral placeholder | 26/100 | 18/100 | 0/100 | 0/100 — Tool calling not supported |
Overview
Author
Context length
1.1M
128K
Reasoning
True
True
Input modalities
Text, Image, Pdf
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.20/ 1M
$2.00/ 1M
Output
$1.20/ 1M
$8.00/ 1M
Cached input
$0.02/ 1M
Unknown
MomentumLast 2 mo
Unique users
622K
No usage
Completed sessions
2,100,772
No usage
Token share
0.76%
No usage
Tokens
6.8T+674%
No usage
AUG 6SEP 30
No trend data
RetentionWeek 1
Returning users
55%50K user-weeks
Pending
Related comparisons. Other model pairs to check.
Nearby alternativeGPT-5.6 Luna vs Jamba MiniGPT-5.6 Luna·Jamba MiniNearby alternativeSonar Deep Research vs Jamba MiniSonar Deep Research·Jamba MiniRelated comparisonGPT-5.6 Luna vs Jamba LargeGPT-5.6 Luna·Jamba LargeRelated comparisonSonar Deep Research vs Jamba LargeSonar Deep Research·Jamba Large