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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.

  1. Qwen3.8 27BAlibabaRemove
  2. Kimi K3.1 ProMoonShot AIRemove
  3. Perceptron Mk1.5PerceptronRemove
qwen3.8-27b vs kimi-k3.1-pro vs perceptron-mk1.5
AttributeQwen3.8 27Bqwen3.8-27bKimi K3.1 Prokimi-k3.1-proPerceptron Mk1.5perceptron-mk1.5
Pricing
Input$0.45 / 1M$2.00 / 1M$0.15 / 1M
Output$3.20 / 1M$10.00 / 1M$1.50 / 1M
Cache Write (5m)$0.45 / 1M$2.00 / 1M$0.15 / 1M
Cache Write (1h)$0.45 / 1M$2.00 / 1M$0.15 / 1M
Cache Read$0.45 / 1M$2.00 / 1M$0.15 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max context262K1M36.9K
Max outputN/AN/AN/A
Capabilities
VisionYesYesNo
Function CallingYesYesNo
JSON ModeYesYesNo
StreamingYesYesYes
Catalogue
ProviderAlibabaMoonShot AIPerceptron
Categorychatchatchat
Charge typePay As You GoPay As You GoPay As You Go
Released——2026-09-25
Description
SummaryQwen3.8 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.Kimi K3.1 Pro is Moonshot AI's flagship open-weight multimodal reasoning model, building on Kimi K3 with enhanced post-training for advanced reasoning and autonomous task execution. It features a 1M-token context window and native image and video understanding, enabling complex, long-context multimodal workflows. Optimized for long-horizon coding, 3D creation, financial research, and end-to-end agentic knowledge work, Kimi K3.1 Pro is well suited for autonomous software engineering, multimodal analysis, and complex professional workflows that require sustained reasoning and reliable execution.Perceptron Mk1.5 chat model that accepts audio input. Audio and text input are billed per token.