DeepSeek
55.6
Worse than usual
experience score
▲ 0.7
Confidence: High
897 opinions tracked this week · 7-day rolling window
30-day experience score
Version breakdown
Only comments that explicitly name a version contribute to its score.
| DeepSeek V4 FlashView lifecycle → | 65.8+10.2 | n=231 | Confidence: High | |
|---|---|---|---|---|
| DeepSeek V4 Flash Vision Exp | 57.9+2.3 | n=87 | Confidence: High | |
| DeepSeek V4 ProView lifecycle → | 40.5−15.1 | n=44 | Confidence: High | |
| DeepSeek V3 | mentions only | n=4 | Confidence: not enough data | |
| R1 | mentions only | n=4 | Confidence: not enough data |
536 generic family mentions are included in the family score, not any version score.
By experience dimension
| General text | 49.9 | n=325 | |
|---|---|---|---|
| Coding | 60.1 | n=95 | |
| Reasoning | 64.0 | n=121 | |
| Image / vision | 62.4 | n=66 | |
| Video generation | not enough data | n=1 | |
| Roleplay / creative | 61.0 | n=34 | |
| Safety & refusals | 28.0 | n=31 | |
| Speed & latency | 57.3 | n=205 | |
| Local deploy | 55.0 | n=22 |
Top positive drivers
- speed quality Speed & latency ×83
- strong reasoning Reasoning ×49
- competitor flight General text ×42
- problem solved General text ×20
- problem solved Coding ×16
Top negative drivers
- performance issue Speed & latency ×44
- competitor flight General text ×32
- safety overreach Safety & refusals ×20
- pricing billing General text ×19
- hallucination Reasoning ×17
What users are saying
Selected from the latest 7 days, prioritizing recency, evidence quality, confidence, and engagement.
🔴 “Uses more tokens without vision”
via Reddit · Speed & latency · 2026-08-26
⚪ “作者在DeepSeek V3上做了系统实验，测试题目为两道固定选择题（基因组编码占比、100个柜子的完全平方数问题）”
via Zhihu · General text · Chinese · 2026-08-26
⚪ “On a 1.5bn day, I'm actually generating 6mn tokens which is 70/second. My cache hit average is 99.6%.”
via Reddit · Speed & latency · 2026-08-26
🟢 “gave me all day of coding for less than a dollar”
via Reddit · Coding · 2026-08-26
🔴 “我感觉豆包不对劲转deepseek和grok的时候同样也有打拳的问题”
via Zhihu · Safety & refusals · Chinese · 2026-08-26