CompareAI models
- DeepSeek V4 ProDeepSeek
- Sonar ProPerplexity
ReasoningCodingCost efficiencyContext windowMultimodalTool use
| Model | Reasoning | Coding | Cost efficiency | Context window | Multimodal | Tool use |
|---|---|---|---|---|---|---|
| DeepSeek V4 Pro | 100/100 | 87/100 | 51/100 | 81/100 | 0/100 | 44/100 |
| Sonar Pro | 0/100 | 7/100 | 12/100 | 43/100 | 33/100 | No data |
Overview
Author
Context length
1M
200K
Reasoning
True
False
Input modalities
Text
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$0.66/ 1M
$3.00/ 1M
Output
$1.98/ 1M
$15/ 1M
Cached input
$0.02/ 1M
Unknown
MomentumLast 2 mo
Unique users
1.3M
No usage
Completed sessions
2,222,390
No usage
Token share
3.76%
No usage
Tokens
24T-11%
No usage
JUL 23SEP 16
No trend data
RetentionWeek 1
Returning users
61.9%118K user-weeks
Pending
Related comparisons. Other model pairs to check.
Nearby alternativeDeepSeek V4 Pro vs Gemma-SEA-LION-v4-27B-ITDeepSeek V4 Pro·Gemma-SEA-LION-v4-27B-ITNearby alternativeSonar Pro vs Gemma-SEA-LION-v4-27B-ITSonar Pro·Gemma-SEA-LION-v4-27B-ITRelated comparisonDeepSeek V4 Pro vs Qwen3.8 Max 0902DeepSeek V4 Pro·Qwen3.8 Max 0902Related comparisonSonar Pro vs Qwen3.8 Max 0902Sonar Pro·Qwen3.8 Max 0902