MiniCPM-V 2.6
minicpm-v-2-6OpenBMB MiniCPM-V 2.6. 8B vision-language model with strong single-image, multi-image and video understanding plus OCR capabilities.
- Price
- ≈ US$0.0015/run
- Context
- 32,768 tokens
- Max. output
- 4,096 tokens
- Input → output
- Text + Image + Video → Text
- Developer
- Community
- Updated
- September 23, 2026
Playground
Try MiniCPM-V 2.6
No input form
No input form for this model yet
Its inputs are not documented yet. So that no run fails on a wrong input, we don't offer a form here. Pick a comparable model instead.
Examples
Response
视频展示了几个场景，强调了学习和实践的重要性。首先，一个穿着围裙的人正在用蓝色胶带做标记，暗示着一个装修或艺术项目。接着，一个小组在办公室环境中开会，强调了团队合作和知识分享。然后，视频展示了一个人在篮球场上投篮，象征着通过实践学习和成长。最后，展示了一个人在厨房里撒糖粉，可能是在烘焙，强调了将知识应用于实践。这些场景共同传达了不断学习和实践知识的重要性，无论是在个人成长还是职业发展中。
Response
这幅图片展示了一个年轻男性的动画角色，他有着深棕色的头发和棕色的眼睛，微微泛红的脸颊，表明他可能感到害羞或兴奋。他穿着一件简单的白色短袖衬衫，背着一个黑色背包，暗示他可能是一个学生或旅行者。他的姿势轻松，一只手托着头，另一只手放在膝盖上，表明他处于放松或思考的状态。背景是一个郁郁葱葱的森林，阳光透过树叶洒下，营造出宁静的氛围。柔和的光线和散落的心形光斑增添了场景的梦幻和浪漫氛围。
About MiniCPM-V 2.6
MiniCPM-V 2.6 is a model by Community in the Multimodal category. On Railwail, MiniCPM-V 2.6 costs ≈ US$0.0015 per run. The context window holds 32,768 tokens, and one response can be up to 4,096 tokens long.
Pricing
| Typical run (≈ 1 s on L40S) | US$0.0015 per run |
|---|---|
| GPU time (L40S) | US$0.00117 per GPU second |
- Billed by the GPU time the run actually takes. When the run starts, 3× the typical price is reserved from your balance and settled afterwards.
- 1 credit = US$0.01
Cost calculator
Price calculator
Typical according to the provider: about 1.2 s
Total
US$0.15
15 credits
Per run
US$0.0015 · 0.15 credits
Billed by the actual GPU time; this is an estimate.
API
No verified API example
The public API passes a different input format than this model needs. Use the playground above.
Specifications
- Model ID
minicpm-v-2-6- Developer
- Community
- Category
- Multimodal
- Input
- Text, Image, Video
- Output
- Text
- Context window
- 32,768 tokens
- Max. output
- 4,096 tokens
- Billing
- By usage (tokens or GPU time)
- Catalog entry updated
- September 23, 2026
Tags
- replicate
- multimodal
- vision-understanding
- open-weights
- small
Frequently asked questions
What is MiniCPM-V 2.6?
MiniCPM-V 2.6 is a model by Community in the Multimodal category.
How much does MiniCPM-V 2.6 cost on Railwail?
On Railwail, MiniCPM-V 2.6 costs ≈ US$0.0015 per run. You are charged for what each request actually uses. Usage is paid from prepaid credits; 1 credit equals US$0.01.
What is the context window of MiniCPM-V 2.6?
The context window of MiniCPM-V 2.6 holds 32,768 tokens. One response can be up to 4,096 tokens long.
How fast is MiniCPM-V 2.6?
There are not enough measured runs of MiniCPM-V 2.6 on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.
Is MiniCPM-V 2.6 better than BLIP?
That depends on the task. MiniCPM-V 2.6 (Community) and BLIP (Salesforce) are both models in the Multimodal category. The comparison page shows their prices and specifications side by side.
Compare MiniCPM-V 2.6 and BLIPCan MiniCPM-V 2.6 process images?
Yes. MiniCPM-V 2.6 accepts images as input in addition to text.
Comparable models
All in this category- BLIPSalesforce
Salesforce BLIP. Vision-language model for image captioning and visual question answering. Given an image it writes a short natural-language caption, or answers a question about the image when one is supplied. A widely used baseline for automatic captioning.
- CLIP InterrogatorCommunity
pharmapsychotic's CLIP Interrogator. Takes an image and produces a Stable-Diffusion-style text prompt by combining BLIP captioning with CLIP to rank likely subjects, artists, mediums and styles. Commonly used to reverse-engineer a prompt from an existing picture.
- Depth Anything v2Community
Monocular depth-estimation model trained on 595k labeled and 62M unlabeled images. Strong zero-shot generalization in indoor and outdoor scenes.
All models through one API
One API key for every model on Railwail. Usage is charged from prepaid credits, 1 credit = US$0.01.