Amazon Rekognition is not among the candidate products; source 1 only mentions Amazon GameLift partner solutions and a Rekognition action (StartTextDetection, detecting text in stored video 9), while the Rekognition media analysis actions are marked as no longer available to new customers 9. None of the other sources describe image or video analysis by Amazon Rekognition, so no direct replacement for it can be confirmed from these sources. The closest matches for image or video understandi
A question back: Do you need image labels, face analysis, or video analysis, and do you require an AWS-hosted service?
- 1
Replicate Chenxwh Cogvlm2replicate.comverified and signed
Hosts the CogVLM2 visual language model for understanding image and video content via a cloud API 10.
for agents: chenxwh/cogvlm2-video · chenxwh/cogvlm2
- 2
Rekareka.aiwebsite read, tools not yet checked
Provides natively multimodal models for video, image, audio, and text, available via API or MCP 4.
official:MCP server · Reka+3 community tools built for it
- 3
Runwarerunware.aifound in code, not yet checked
Offers an imageCaption action that generates descriptions of images through its API 5.
+4 community tools built for it
for agents: imageCaption · videoInference · imageInference
Sources
- 1Dedicated Game Server Hosting | Amazon GameLift Partners | AWSaws.amazon.com · read 2026-10-29
- 2Replicate - Run AI with an APIreplicate.com · read 2026-10-29
- 4Rekareka.ai · read 2026-10-29
- 5Runware | AI Infrastructure Rebuilt to Cost Lessrunware.ai · read 2026-10-29
- 9Amazon Rekognition: declares "GetMediaAnalysisJob" (the record we read and signed)unfragile.ai · read 2026-10-24
- 10chenxwh/cogvlm2-video: declares "chenxwh/cogvlm2-video" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
GetMediaAnalysisJob · Amazon Rekognition verified and signed
Service availability notice: Streaming Video and Bulk Image Analysis is no longer available to new customers.
chenxwh/cogvlm2-video · chenxwh/cogvlm2-video verified and signed
CogVLM2: Visual Language Models for Image and Video Understanding
nicolascoutureau/video-utils · nicolascoutureau/video-utils verified and signed
check_pricing · suno-mcp found in code, not yet checked
lucataco/ms-img2vid · lucataco/ms-img2vid verified and signed
Turn any image into a video
jd7h/propainter · jd7h/propainter verified and signed
Object removal, video completion and video outpainting
· Reka website read, tools not yet checked
Reka AI builds natively multimodal models (Spark, Edge, Flash, Core) for video, image, audio, and text. Used by enterprises in security, media, and defense.
xai/grok-imagine-video-1.5 · xai/grok-imagine-video-1.5 verified and signed
Image-to-video with synchronized audio using xAI's Grok Imagine Video 1.5 preview model
prunaai/p-video-animate · prunaai/p-video-animate verified and signed
p-video-animate animates a reference image with the motion and audio of a source video. Optimized for speed and cost — 5.24s per 1s of video.
veed/fabric-1.0 · veed/fabric-1.0 verified and signed
VEED Fabric 1.0 is an image-to-video API that turns any image into a talking video
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.