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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

Qwen3.8 27BAlibaba Remove
Perceptron Mk1.5Perceptron Remove
Gemini 3.1 Flash Lite Image (Google Vertex AI)Google Remove

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DeepSeek V4.1 Flash 1017
Nemotron 3.5 Super VL (Free)
Nemotron 3.5 Super VL
Muse Spark Open
Gemini 4 Argon
Muse Wonder
Gemini 3.1 Flash Lite Image (Google AI Studio)Enterprise & partner access
Gemini 3.1 Flash Image (Google Vertex AI)Enterprise & partner access

qwen3.8-27b vs perceptron-mk1.5 vs gemini-3.1-flash-lite-image-vertex
Attribute	Qwen3.8 27Bqwen3.8-27b	Perceptron Mk1.5perceptron-mk1.5	Gemini 3.1 Flash Lite Image (Google Vertex AI)gemini-3.1-flash-lite-image-vertex
Pricing
Input	$0.45 / 1M	$0.15 / 1M	—
Output	$3.20 / 1M	$1.50 / 1M	—
Cache Write (5m)	$0.45 / 1M	$0.15 / 1M	Not applicable
Cache Write (1h)	$0.45 / 1M	$0.15 / 1M	Not applicable
Cache Read	$0.45 / 1M	$0.15 / 1M	Not applicable
Web Search	$0 / 1M	$0 / 1M	—
Request	—	—	$0.0336 / request
Billing	—	—	Pay Per Request
Context
Max context	262K	36.9K	N/A
Max output	N/A	N/A	N/A
Capabilities
Vision	Yes	No	Yes
Function Calling	Yes	No	No
JSON Mode	Yes	No	No
Streaming	Yes	Yes	No
Catalogue
Provider	Alibaba	Perceptron	Google
Category	chat	chat	image
Charge type	Pay As You Go	Pay As You Go	Pay Per Request
Released	—	2026-09-25	—
Description
Summary	Qwen3.8 27B is an open-weight dense vision-language model from Qwen, designed for coding, professional knowledge work, research, and multimodal interaction. It combines strong text and visual understanding with capabilities optimized for sustained, real-world agentic tasks. The model supports flexible thinking modes that can be enabled for deeper reasoning or disabled for faster execution, making it well suited for long-running agents, multimodal workflows, coding assistants, and cost-conscious self-hosted deployments.	Perceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token.	Gemini 3.1 Flash Lite Image served from Google Vertex AI. Billed per image at US$0.0336. Call it through /v1/chat/completions with stream set to false; the image is returned in the message content as a base64 data URI. Maximum output resolution is 1K. A request for a larger size returns a 1K image with the same aspect ratio at the same price. When a size is reduced, the response carries an X-Image-Resolution-Capped header with the requested and delivered size.