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#08A+Apr 2, 2026Evidence A

SenseNova 6.5 Pro

SenseTime · Undisclosed

The industrial and medical vision veteran

SuperCLUE-VLM 85.88, strongest in high-precision professional vision: industrial QA, medical imaging, remote sensing. General multimodal and ecosystem openness trail the internet giants.

TextImageVideoNative

Last updated Oct 18, 2026Editorial scoring

Bottom line

When images have expert judging criteria — defects, lesions, land parcels — SenseNova’s domain fine-tuning and delivery matter more than general leaderboards. For content or consumer products, look elsewhere first.

Eight-dimension breakdown

editorial mapping · 0–100
Perception94Document93Chart QA90Video89Agent86Generation87Chinese92Ecosystem828D
  • SenseNova 6.5 Pro89.9
Visual perception & grounding20%
94
Document parsing & Chinese OCR18%
93
Chart & document reasoning14%
90
Video & long-horizon reasoning14%
89
GUI agents & tool use14%
86
Generation & editing6%
87
Chinese context & culture6%
92
Ecosystem, cost & availability8%
82

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 / metricValueNote
SuperCLUE-VLM 2026-0485.88#5 overall
专业视觉强Industrial / medical

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
ScenarioScoreObservation
Chinese receipt OCR92 · Good on structured receipts
Chart data extraction89 · Serviceable
30-min video QA87 · Better on surveillance than content video
Mobile GUI control84 · Not a focus
Chinese cultural context91 · Good general context

Strengths and limitations

Strengths

  • Deep delivery experience in industrial QA and medical imaging.
  • Good detail retention on high-resolution images.
  • Supports proprietary data loops and local deployment.

Limitations

  • Weaker general multimodal ecosystem and developer tooling.
  • Video timing and GUI agents are not top tier.
  • Public pricing and documentation are not transparent enough.

Price and real cost

List price

¥12/M tokens

Enterprise quote, ≈ ¥12 / 1M output. For 1,000 images at 1,024px, ~1,100 image tokens each and 300 output tokens, the monthly cost is about ¥7.3 (assuming input at 25% of output price).

Use your volume

About SenseNova 6.5 Pro

Is SenseNova 6.5 Pro open source?

Licence: Closed commercial. No public weights; access is via vendor API or an on-prem licence.

How much does SenseNova 6.5 Pro cost?

Enterprise quote, ≈ ¥12 / 1M output. It ranks #8 with a composite of 89.9. Real bills depend on resolution, tiling, caching and volume discounts.

What is SenseNova 6.5 Pro best for?

Industrial defect inspection; Medical imaging triage; Remote sensing and urban governance。

Why does SenseNova 6.5 Pro score 89.9?

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 Ecosystem, cost & availability.

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.