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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 2.4T A95BAlibaba Remove
Kimi K3.1 ProMoonShot AI Remove
Perceptron Mk1.5Perceptron Remove

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qwen3.8-2.4t-a95b vs kimi-k3.1-pro vs perceptron-mk1.5
Attribute	Qwen3.8 2.4T A95Bqwen3.8-2.4t-a95b	Kimi K3.1 Prokimi-k3.1-pro	Perceptron Mk1.5perceptron-mk1.5
Pricing
Input	$1.80 / 1M	$2.00 / 1M	$0.15 / 1M
Output	$5.40 / 1M	$10.00 / 1M	$1.50 / 1M
Cache Write (5m)	$1.80 / 1M	$2.00 / 1M	$0.15 / 1M
Cache Write (1h)	$1.80 / 1M	$2.00 / 1M	$0.15 / 1M
Cache Read	$1.80 / 1M	$2.00 / 1M	$0.15 / 1M
Web Search	$0 / 1M	$0 / 1M	$0 / 1M
Context
Max context	262K	1M	36.9K
Max output	N/A	N/A	N/A
Capabilities
Vision	Yes	Yes	No
Function Calling	Yes	Yes	No
JSON Mode	Yes	Yes	No
Streaming	Yes	Yes	Yes
Catalogue
Provider	Alibaba	MoonShot AI	Perceptron
Category	chat	chat	chat
Charge type	Pay As You Go	Pay As You Go	Pay As You Go
Released	—	—	2026-09-25
Description
Summary	Qwen3.8 2.4T A95B is Qwen's open-weight sparse Mixture-of-Experts (MoE) model and the open-weight counterpart to Qwen3.8 Max. It features 2.4T total parameters with 95B activated per token, combining frontier-scale capacity with efficient sparse inference. Designed for coding, research, complex reasoning, and agentic workflows, the model is well suited for demanding long-horizon tasks and advanced autonomous systems while providing the flexibility and customization benefits of open weights.	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.