Hikvision Guanlan 3
Hikvision · Undisclosed (security-video specialist, MoE)
The only multimodal model trained for surveillance video
A video specialist from a hardware vendor, trained mostly on surveillance footage — night-vision IR, low light, overhead views, cross-camera tracking. Composite 78.2, ranked 27th, and the only model on this board that enters the “surveillance video” class — with grade-C evidence (no public API, no third-party reproduction, figures from vendor and industry-solution channels).
Last updated Oct 18, 2026Editorial scoring
Bottom line
Eight-dimension breakdown
editorial mapping · 0–100- Hikvision Guanlan 378.2
Weights: perception 20 / documents 18 / charts 14 / video 14 / agents 14 / generation 6 / Chinese 6 / ecosystem 8. Definitions and sources on the methodology page.
Public benchmarks
as reported, not converted| Benchmark / metric | Value | Note |
|---|---|---|
| 安防事件召回率 | 94.2% | Vendor figure, not a public benchmark |
| 夜视红外场景 mAP | 88.6 | Integrator test channel |
| 部署形态 | 边缘盒子 + 中心云 | Industry licensing delivery |
Public scores come from different versions and prompts and are not interchangeable with our composite; they are one evidence input.
Scenario mapping
five stress tests, one scale| Scenario | Score | Observation |
|---|---|---|
| Chinese receipt OCR | 74 · Not a target scenario | |
| Chart data extraction | 70 · Standard | |
| Surveillance video understanding | 91 · The only entry on this board | |
| Mobile GUI control | 60 · No such modality | |
| IR night-vision recognition | 89 · Vendor figure |
Strengths and limitations
Strengths
- Surveillance-video priors far ahead: night-vision IR, low light and overhead angles are home ground.
- Closed loop with hardware — edge boxes, NVRs and camera-side synergy give latency and cost structures no API model can match.
- Industry delivery experience across campuses, transport and bank branches.
Limitations
- Grade C: no public API, no third-party benchmark — every figure is vendor- or integrator-reported.
- Weak on general documents and generation: documents 75, generation 60 — unusable outside surveillance.
- No public pricing or SDK: procurement runs through industry licensing, outside any standard price comparison.
Price and real cost
List price
—N/A
No public API; ships with hardware and industry solutions. For 1,000 images at 1,024px, ~1,100 image tokens each and 300 output tokens, the monthly cost is about ¥0.0 (assuming input at 25% of output price).
Use your volumeAbout Hikvision Guanlan 3
Is Hikvision Guanlan 3 open source?
Licence: Closed · industry licensing. No public weights; access is via vendor API or an on-prem licence.
How much does Hikvision Guanlan 3 cost?
No public API; ships with hardware and industry solutions. It ranks #27 with a composite of 78.2. Real bills depend on resolution, tiling, caching and volume discounts.
What is Hikvision Guanlan 3 best for?
Perimeter intrusion and cross-camera tracking; Campus and transport surveillance understanding; Safety compliance (helmets, workwear)。
Why does Hikvision Guanlan 3 score 78.2?
The composite weights eight dimensions: perception 20%, documents 18%, charts 14%, video 14%, agents 14%, generation 6%, Chinese 6%, ecosystem 8%. Its strongest dimension is Visual perception & grounding; its weakest is Generation & editing.
Personal ranking · Not an official score
Every ranking, score and comparison on this page is an independent personal ranking, not an official score, and represents no vendor, institution or regulator. Scores are a subjective mapping of public evidence under our own weights — change the weights and the order changes. Disagree, or spotted a factual error? Contact the site owner: jizhi2024@foxmail.com — we check each report and log corrections in the changelog.